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Activity Report 2015
D R I V I N G D I G I T A L T R A N S F O R M A T I O N
CEA List, a member of the Instituts
Carnot network, conducts technological
research in the field of smart digital
systems. BUSINESSES CAN ACCESS
THE INSTITUTE’S INNOVATION AND
TECHNOLOGY TRANSFER PROGRAMS
TO MAKE THEIR PRODUCTS AND
SERVICES MORE COMPETITIVE.
Each year, the Institute, with its
staff of nearly 800, supports around
200 businesses from around the world
and from virtually all industries; the
Institute files an average of 65 patents
per year to protect its innovations.
Key research areas:
– Advanced manufacturing.
– Embedded systems.
– Ambient intelligence.
– Ionizing radiation for healthcare.
/ F O R E W O R D
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2015 Activity Report
Philippe Watteau,
Director, CEA List
Technological innovation: the cornerstone of tomorrow’s industrial economy
CEA LIST, A CEA TECH INSTITUTE, CONTINUED TO EXPAND ITS R&D PARTNERSHIPS IN 2015, CONDUCTING RESEARCH IN AREAS LIKE MANUFACTURING, CYBERSECURITY, THE INTERNET OF THINGS, AND BIG DATA WITH INDUSTRIAL PARTNERS.
We closed out the year 2015 with 200 R&D partners, half of which were
small- to mid-sized businesses, and 500 joint R&D projects with one
or more partners.
And, with nearly 300 papers published in top-tier international
scientific journals, 63 patents filed, and more than 30 Ph.D.
dissertations defended, our researchers continued to demonstrate
scientific excellence in 2015.
The recognition we have earned for our scientific excellence positioned
us to advocate for public policies to revitalize France’s industrial
economy, most notably as a founding member of France’s Alliance pour
l’Industrie du Futur (AIF), a nonprofit group uniting stakeholders from
industry, scientific research, academia, and government.
AIF, set up under the aegis of the French Ministry of Industry
to implement the government’s Industrie du Futur strategy, counts among
its members the country’s principal professional federations.
At CEA List, our contribution to this national initiative focuses
on developing nationwide integration platforms for the digital industry
and additive fabrication technologies.
But the impact of our activities is not limited to France. We are active
at the European level as well, representing Technology Research
Organizations on the boards of European Public-Private Partnerships
(PPP) in robotics and cybersecurity.
We also have partnerships that extend beyond Europe’s borders.
In 2015 we held our first-ever List Day in Japan. More than a hundred
people (90% professionals from industry) turned out to learn more about
our technology portfolio.
Finally, in 2015 we continued to work with partners like Inria,
Ecole Polytechnique, Université Paris-Sud, and Télécom ParisTech
and Télécom Sud (schools of the Institut Mines-Télécom) to help build
the new University of Paris-Saclay. The campus will ultimately be home
to a student body of 60,000 and a faculty of 10,000.
Our goal is to earn the University of Paris-Saclay a position
as one of the world’s premier centers for education and research
in digital technology.
/ F O R E W O R D
2015 Activity Report
3
Director’s foreword
/ C O N T E N T S
/ M E M B E R O F T H E I N S T I T U T S C A R N O T N E T W O R K O F E X C E L L E N C E I N S C I E N T I F I C R E S E A R C H
/ K E Y F I G U R E S
/ T E C H N O L O G Y T R A N S F E R
Factory of the Future (FoF)
Security, cybersecurity
Smart cities, smart life
Transportation and mobility
Personalized medicine
/ N E W S F R O M O U R S T A R T U P S
6
1415
12
21
/ S T R A T E G Y
Helping businesses become more competitive:
The pillars of our strategy
Innovating with CEA List: Resources developed
with business’ needs in mind
Developing new products and services
with CEA List: Our R&D platforms
4
2015 Activity Report
/ C O N T E N T S
/ 2 0 1 5 S C I E N T I F I C A D V A N C E S
A D V A N C E D M A N U F A C T U R I N GSimulate and run a factory with a single model
Cooperative robots that move around safely
Cobot removes pork lard in meat packing plant
Robotized X-ray tomography and new inspection strategies
Ultrasonic non-destructive testing for hard-to-access areas
E M B E D D E D S Y S T E M SReal-time processing for distributed applications
Deep neural networks for industrial applications
Simplified command-control systems for the nuclear industry
Formal software verification sees new advances
A M B I E N T I N T E L L I G E N C EA fast, accurate image-search engine
More effective location of gas piping to replace
Augmented reality glasses for industrial operators
Obstacle detection using 3D technology improved
I O N I Z I N G R A D I A T I O N F O R H E A L T H C A R EAn accurate, compact X-ray source model
Radiotherapy: toward more accurate calibration
Improved high-intensity focused ultrasound therapy with CIVA
/ C E A L I S T O R G C H A R T
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38
4448
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2015 Activity Report
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Contents
/ S T R A T E G Y
Helping businesses become more competitive
List is an institute of CEA Tech, the technology research branch of the CEA, France’s Alternative Energies and Atomic Energy Commission. With a sharp focus on smart digital systems, List works with businesses of all sizes and from all industries to help them leverage technological innovation to boost their competitiveness.
WHAT MAKES CEA LIST DIFFERENT– a strong portfolio of enabling technologies protected
by patents and applicable to a broad range of markets.
Our industrial R&D partners can take advantage of
our technology portfolio to develop new products and
processes that respond to the needs of their markets.
– a unique “innovation assembly” approach where
our researchers design seamless, comprehensive
solutions optimized for performance.
– R&D platforms with state-of-the-art equipment run
by expert staff concentrating our know-how in nine
key areas (see page 10)
OVERCOMING TECHNOLOGICAL HURDLES AND CREATING INTELLECTUAL PROPERTY TO:– design innovative products– improve existing products’ performance, battery life, form factor
and features while reducing costs– improve design and manufacturing processes
6
2015 Activity Report
/ S T R A T E G YThe four pillars of our strategyTECHNOLOGY TRANSFER
Since 2001 List has spun off 18 startups to develop
and scale-up the institute’s technologies for production
in industrial environments.
Every year, List partners with more than 200 com-
panies from all industries. From 2009 to 2015, the total
revenue generated by R&D contracts rose by around
20% per year.
List has set up a strict industrial property policy,
filing international patents to protect its innovations
worldwide. On average, List files 65 patents per year.
List, like the other CEA Tech institutes, is a member
of the Instituts Carnot network of scientific excellence
and has been ISO 9001 certified since 1999.
SCIENTIFIC AND TECHNOLOGICAL EXCELLENCE
List researchers are assigned full-time to R&D
projects. The results of their research are presented
at scientific conferences and published in top-tier
international scientific journals. They also draw upon
close working relationships with academic researchers
to maintain their knowledge at the international state
of the art.
Our researchers are tasked with identifying existing
knowledge and using it to develop technologies with
the capacity to drive breakthroughs, complete proof-
of-concept testing, and file patents to protect new
innovations.
A total of 25% of the institute’s annual operating
budget is invested in pump-priming research.
A STRONG NATIONAL ECOSYSTEMAs a member of the Instituts Carnot network
alongside academic research partners like Inria, Cetim,
Télécom et Société numérique (TSN), and ARTS (Arts
& Métiers), List is an active participant in developing
the new University of Paris-Saclay.
List also participates in collaborative R&D projects
through France’s clusters, including Systematic Paris-
Région.
The institute is also a member of the new Alliance
Industrie du Futur (AIF), a national nonprofit
consortium to revitalize France’s industrial economy.
INTERNATIONAL PROGRAMSAt end-2015, List was engaged in around 100 EU-
backed collaborative R&D projects. These projects
provide the institute with opportunities to work with
top-tier academic research labs from across Europe and
to generate new industrial R&D partnerships.
The institute also sits on the boards of several EU
R&D bodies and helps to draw up specifications for
calls for projects on the emerging technologies of the
next several years.
R&D contracts with international industrial partners
(from the United States, Japan, Sweden, and other
countries) account for 15% of R&D contract revenue.
65filed each year.PATENTS
18created since 2001.STARTUPS
25%invested in pump-priming research.OF OUR OPERATING BUDGET
20%in industrial R&D contracts since 2009.ANNUAL GROWTH
2015 Activity Report
7
Strategy
Industrial partners, from small- and mid-sized businesses to major corporations, can work with CEA List in several different ways. Our R&D contracts have been developed specifically to meet these business’ needs.
THE INDUSTRIAL R&D PARTNER AND LIST LAB SIGN
A SIX-MONTH TO THREE-YEAR CONTRACT to develop
a specific innovation with clearly-identified deliverables.
The R&D contract can be combined with another
collaborative R&D project (funded by the French National
Research Agency, French Single Interministerial
Fund, or European Commission, for example) focusing
on earlier-stage research; this type of arrangement
can also help clarify the objectives of the R&D contract.
1. R&D
CONTRACTS
R&D CONTRACTS ARE BEST-SUITED FOR:
– Speeding up or making better use of the human
and other resources dedicated to innovation.
– Improving a product or process and securing
a rapid return on investment.
– Working with a contract research organization
for the first time. 200Each year, List signs more
than 200 R&D contracts with
businesses seeking to innovate.
CONTRACTS
Innovating with CEA List: Resources developed with business’ needs in mind
8
2015 Activity Report
Strategic partnership contracts are signed with CEA Tech and PROVIDE THE INDUSTRIAL
R&D PARTNER WITH ACCESS TO THE TECHNOLOGY PORTFOLIOS OF ALL THREE CEA
TECH INSTITUTES: List (smart digital systems); Leti (micro and nanotechnology); and Liten
(new materials and renewable energy). The industrial R&D partner and CEA Tech sign a contract
with reciprocal obligations, generally for three to five years. The contract can cover a broad
range of topics, and is drafted to allow enough flexibility to change the R&D focus according
to the results obtained and changing market priorities.
THE INDUSTRIAL R&D PARTNER AND LIST LAB SET UP A JOINT R&D TEAM and sign a contract
with reciprocal obligations; contracts generally run for three years and are renewable.
Joint innovation labs can address multiple topics and the focus can be adjusted over time according
to the results obtained. A technical roadmap, governance rules, and project management methods
are determined according to the industrial R&D partner’s needs.
3. STRATEGIC PARTNER-
SHIP
2. JOINT
INNOVATION LAB
STRATEGIC PARTNERSHIPS ARE BEST-SUITED FOR:
– Companies with a position of market leadership in their field.
– Projects likely to cover a broad or expanding range of technologies.
– Maintaining a high degree of responsiveness to the demands
of fast-paced markets.
JOINT INNOVATION LABS ARE BEST-SUITED FOR:
– Getting new products, processes, or breakthrough innovations to market.
– Projects likely to cover a broad or expanding range of technologies.
NEW REGIONAL TECHNOLOGY TRANSFER PLATFORMS: PAYS DE LA LOIRE, NOUVELLE-AQUITAINE, OCCITANIE, PACA, GRAND-EST, HAUTS-DE-FRANCE
CEA Tech has set up six regional technology
transfer platforms covering France’s major
regional manufacturing economies, giving List
yet another resource that aligns closely with
industrial R&D partners’ needs.
The platforms are staffed by experienced
researchers positioned to carefully assess
the needs of local industrial R&D partners,
determine the best way for the partners to
work with CEA Tech, liaise with the CEA Tech
researchers involved in their project, and
assist with project management.
The regional technology transfer platforms
benefit from lab resources targeted to the
unique needs of local industrial R&D partners.
For example, List is playing a crucial role in
the Grand-Est platform, covering northeastern
France, through the platform’s FFLOR center
to develop market applications for List’s
cobotics and virtual reality technologies.
FFLOR is unique in that it is housed directly
at a PSA automotive manufacturing plant and
can be used directly by PSA and its tier-1 and
tier-2 suppliers.
13 At end-2015, List was running
13 strategic partnerships.
PARTNERSHIPS
20 At end-2015 List was running 20 joint
innovation labs with industrial
R&D partners. The longest-running lab
was set up in 2008.
JOINT INNOVATION LABS
2015 Activity Report
9
Strategy: Innovating with CEA List
Innovation that drives industrial efficiency
CEA List has nine R&D platforms home to industrial-grade equipment that R&D partners can use to create added value through technological innovation. Our facilities have no equivalent in France’s publicly-funded research landscape.
R&DNon-destructive testing (NDT)OBJECTIVE: develop new testing methods, sensors, instru-
mentation, and processing algorithms for defect-detection.
KEY FIGURES: 500 sq. m of facilities, 80 employees,
10 industrial R&D partners.
Collaborative roboticsOBJECTIVE: make manual tasks easier, improve operator
precision, and increase operator productivity.
KEY FIGURES: 1,500 sq. m of facilities, 50 employees,
20 industrial R&D partners.
Instrumentation for nuclear energy
OBJECTIVE: develop measurement systems for
nuclear-power-plant operation, monitoring, safety, and
decommissioning; 30 employees, 10 industrial R&D partners.
1.
3.
Virtual reality for the Factory of the Future (FoF)
OBJECTIVE: conduct research on production lines,
workstation ergonomics, and operator-assistance systems
using virtual reality and blended techniques.
KEY FIGURES: 350 sq. m of facilities, 20 employees,
10 industrial R&D partners.
2.
4.
Multi-technology, multi-industry R&DList’s nine technology platforms cover a broad
range of technologies and address a wide variety of
industries, from manufacturing, security, energy, and
healthcare to transportation and mobility. Our enabling
technologies can be used in a variety of applications.
Industrial R&D partners can access our technology
platforms to achieve goals like building a demonstrator
system or prototype or doing test production runs. The
industrial-grade equipment at the platforms closes
the gap between testing and industrial scale-up. And,
40% of the researchers assigned to our industrial R&D
partners’ projects have career experience in industry.
Protecting intellectual property and transforming it into an assetThe CEA files more patents than any other publicly-
funded research organization in the world and has
implemented a strict IP policy to protect its technologies
worldwide.
10
2015 Activity Report
The showroom features inno-
vations like an exoskeleton arm
operators can wear to help them
lift heavy loads; a touch-enabled
table used to remotely-control a
TV; a pedestrian-detection system;
cybersecurity strategies; and an
augmented-reality system that
shows how a mechanical part
operates.
Tours of the showroom are
generally given to groups of two
to fifteen people and are led by a
List researcher. After each tour,
a debriefing meeting is held to
brainstorm ideas for new appli-
cations.
Showroom: inspiring ideas for new applicationsThe CEA List showroom is home to demonstrator systems that illustrate how our technologies can be used and the benefits for our industrial R&D partners.
R&DSoftware and systems engineering
OBJECTIVE: improve software and systems
design and validation (cost, quality,
performance, safety, security).
KEY FIGURES: 1,000 sq. m of facilities,
110 employees, 20 industrial R&D partners.
Doseo: technology for radiotherapy and medical imaging
OBJECTIVE: conduct research and provide training
in radiotherapy and medical imaging.
KEY FIGURES: 2,400 sq. m of facilities, 35 employees,
10 R&D partners (manufacturers and treatment centers).
CybersecurityOBJECTIVE: ensure
protection from hardware
and software attacks on
IT applications, integrated
circuits, embedded
systems, and more.
KEY FIGURES: 1,300 sq. m
of facilities, 55 employees,
30 industrial R&D partners.
Embedded systems designOBJECTIVE: design embedded systems with
optimal form factor, power, cost, and security.
KEY FIGURES: 2,000 sq. m of facilities,
120 employees, 40 industrial R&D partners.
Ambient intelligenceOBJECTIVE: develop new tools to enable
humans to interact with digital environments.
KEY FIGURES: 1,000 sq. m of facilities,
150 employees, 50 industrial R&D partners.
6.
9.
5.
8.
7.OUR PLATFORMS
For industrial R&D partners, this means access to
the platforms’ state-of-the art enabling technologies,
which are some of the most advanced around.
R&D partnerships start with custom technology
development work to meet the needs of the partner’s
industry or target market. The industrial R&D partner
can also secure exclusive rights to use these custom
developments by filing patents for specific applications
of the technologies developed.
2015 Activity Report
11
CEA List R&D platforms
CEA List is one of the 34 publicly-funded research organizations in France to have earned the national Carnot seal. Membership in the Instituts Carnot network provides our industrial R&D partners with additional assurance of the quality and professionalism of our work.
CEA List, member of the Instituts Carnot network of excellence in scientific research
The Instituts Carnot network was set up
in 2006 with the goal of getting tech-
nological research organizations and
businesses to work more closely together. Busi-
nesses can work with Instituts Carnot member
organizations to drive innovation, penetrate new
markets, and create jobs.
To become a member of the Instituts Carnot
network, research organizations must pass a
rigorous selection process and their policies
must align with the following guidelines:
– A proactive strategy for reaching out to indus-
trial companies and, in particular, small- to
mid-sized businesses. As a member of the
Instituts Carnot network, CEA List has set up
an industrial R&D partnerships division that
conducts regular sales prospecting campaigns
and organizes business events like the annual
Techday.
– Continuous improvement of professional
practices and processes. CEA List is ISO 9001
certified, has implemented a CRM, and ensures
that all R&D partnerships are run according
to clearly-identified budgets, schedules, and
benchmarks.
– Partnership development. Each year, CEA
List works with around 100 industrial R&D
partners, 40% of which are small- to mid-sized
companies.
– Scientific pump-priming research. A full 25%
of CEA List’s operating budget is allocated to
early-stage research addressing the major
challenges of the future: the digital factory,
non-destructive testing, robotics for health-
care, and new computing architectures.
– Network-building activities. List cooperates
actively with other members of the Instituts
Carnot network to respond to the unique
needs of specific industries. To date, List is
engaged in four industry-specific initiatives
(see opposite).
Companies that partner with a member of the
Instituts Carnot network like CEA List can rest
assured that they will receive state-of-the-art
scientific and technological know-how, profes-
sional project management, a clear understand-
ing of emerging market needs, approachable and
responsive researchers, and the strength of a
nationwide network.
3465 €2.2
7,5001,050
publicly-funded
research institutes
that employ 27,000 researchers
priority patents filed each year (France’s
second-leading patent filer behind auto
manufacturer PSA)
startups created each year
billion
consolidated budget
R&D contracts with more than 2,000 companies,
including 900 small- to mid-sized businesses,
for total R&D spending of €458 million
Instituts Carnot key figures (2015)
12
2015 Activity Report
MANUFACTURING, AUTOMOTIVE, DRUGS, CAPME’UPCEA List is an active participant in four Carnot industry-specific programs
List is working alongside other Instituts Carnot network members on four industry-specific R&D programs with industrial partners.
INDUSTRY-SPECIFIC INITIATIVES 1
ManufacturingThis program responds to
the needs of more than 30,000
mechanical and manufacturing
companies in France. It addresses
several Factory of the Future (FoF)
topics, including new manufacturing
processes, agile production systems,
and the digital factory for small- to
mid-sized businesses.
Instituts Carnot member Cetim
is leading this project, which
involves a total of eleven partners
with 40 technology platforms for
R&D, proof-of-concept testing, and
feasibility studies.
Industrial R&D partners can work
on topics like additive fabrication,
smart machines, virtual design, su-
pervision, and process optimization.
INDUSTRY-SPECIFIC INITIATIVES 2
Carnauto (automotive and mobility)Small- to mid-sized businesses
in the automotive and mobility in-
dustries can access the know-how
of nine Instituts Carnot members
and their 65 technology platforms
through this program. The program
addresses technologies for smart
transportation systems and driv-
erless cars.
Carnauto specifically focuses on
three market segments: drivetrains,
materials and architectures, mobility,
and information and communication
technologies.
INDUSTRY-SPECIFIC INITIATIVES 3
Findmed (therapeutic drugs)This program involves eleven
Instituts Carnot members and
supports the development of drug
manufacturing companies in France.
The goal is to set up resources
and structured services to provide
companies with access to R&D part-
nerships with academic researchers.
The program is particularly active,
with 175 R&D contracts underway
with small- to mid-sized businesses.
R&D addresses a variety of topics,
from oncology, infectious disease,
galenic formulation, and bioinfor-
matics to the biology of systems.
The project uses the resources of its
partners’ 56 technology platforms.
List is contributing expertise in
ionizing radiation for healthcare.
RESEARCH AND INNOVATION FOR SMALL- TO MID-SIZED BUSINESSES 4
Capme’upThe Capme’up program is run by
three members of the Instituts Car-
not network: List, IFPEN, and Cetim.
The goal is to help small- to mid-
sized businesses get their innovation
projects off the ground by providing
them with technology audits, access
to technology platforms, a full slate
of support services, and assistance
applying for financing.
The program addresses the me-
chanical industries, digital systems,
transportation, and energy. The three
technology platforms available to
the program focus on innovative
non-destructive testing methods,
interactive robotics, and the
new-product-development lifecycle.
2015 Activity Report
13
Member of the Instituts Carnot network of excellence in scientific research
/ K E Y F I G U R E S
746200
18
78%22%
58 %
42 %
521 permanent CEA employees
154 Ph.D. and post-doc candidates
24 state-certified heads of research
11 research directors
147 experts (34 senior experts,
5 international experts)
10% international (European
countries other than
France, Japan, the U.S.)
40% small- to mid-sized
businesses
startups created
since 2001
incentive funds
200 conference presentations
R&D contracts with
industrial partners
external resources
public funding
50% on the CAC 40 or SBF 120
EMPLOYEES
R&D PARTNERS UNDER CONTRACT AT END-2015
P UBLICATIONS AT END-2015
HEADCOUNT AT END-2015
ANNUAL OPERATING BUDGET
300422 active
patents
134 licenses
63 patents filed
125 papers in top-tier international
scientific journals
8 books authored or co-authored
papers
14
2015 Activity Report
/ T E C H T R A N S F E R
Factory of the Future (FoF)
Security, cybersecurity
Smart cities, smart life
Transportation and mobility
Personalized medicine
2015 R&DTECH TRANSFER
2015 Activity Report
15
/ Technology Transfer
Factory of the Future
R&DOur R&D supports
the technological
transformation of industry,
driving advances in
overall efficiency and
operator-assistance
systems integrating
cobotics and augmented
reality.
TECH TRANSFERARCELORMITTAL. Deep neural
networks were used to improve a
defect-detection system for a steel
roll-milling process. The application
developed can process images of
several megapixels in just seconds,
with a defect-detection rate of 95%.
It can be integrated into a mid-range
FPGA.
DASSAULT AVIATION. We completed
proof-of-concept testing on a remote
operation system paired with a su-
pervision system to monitor aircraft
component assembly tasks (riveting,
applying putty) in difficult-to-access
areas. The testing was completed on
a representative model.
DIOTA. We developed and trans-
ferred new image-matching tech-
nologies delivering real-time track-
ing and tolerance for low-light and
other challenging environments.
These new technologies will make
Diota’s augmented reality solutions
for industry even more effective,
particularly when used in combina-
tion with augmented reality glasses.
TECHNIP. We developed new elec-
tromagnetic sensors to detect the
structural deterioration of offshore
flexible pipes for the oil and gas
industry.
HOLVIA PORC. We confirmed the
feasibility of a cobotic operator-as-
sistance system for a meat packing
plant. The system removes pork
lard. The system that was modelled
reduced the loads handled by work-
ers from 25 kg to 5 kg.
EDF. We developed a robotized
non-destructive testing process
that uses an adaptive method to
characterize defects on prima-
ry-circuit nuclear components with
complex geometries. This advance
used CIVA-based simulation to more
effectively configure the flexible
multi-element sensor, to configure
a robotized solution, and to analyze
the data-acquisition results taking
into account the complex component
geometry. The solution was tested
successfully in a representative
industrial environment.
PLASTIC OMNIUM. A model-based
software and systems engineering
method is currently under devel-
opment with Plastic Omnium. The
future system will replace the
company’s current document-based
method. The method under devel-
opment uses List’s Papyrus open-
source software and focuses on
systems to effectively treat nitrogen
oxide emissions from light vehicles
using SCR. Plastic Omnium’s goal is
to speed up the design process and
facilitate compliance with industry
standards. The company is already
using the method on test projects.
GETINGE. We developed virtu-
al-reality-based tools to validate
and improve confinement-chamber
designs: better accessibility, equip-
ment layout, simulation of air flows
during the sterilization process,
etc. The tools were presented at the
Achema trade show in Germany.
Augmented and virtual
reality: product design
and simulation software;
production equipment;
and workstations.
Non-destructive testing
(NDT): modelling,
simulation, and
instrumentation (US, EC,
CT) and new inspection
systems (SHM) for new
production methods
(additive manufacturing).
Robotics and cobotics:
versatile robotic
components; cobotic
systems (operator
assistance, task-sharing).
Big Data: real-time analysis
of heterogeneous data
and instrumentation.
The digital factory and
the Internet of Things
(IoT): secure protocols;
vision systems; HMI;
model-driven engineering;
knowledge engineering;
runtime support.
16
2015 Activity Report
Security and cybersecurity
R&DOur work to develop
digital trust and secure
communications solutions
aims to make industrial
systems and paperless
services safer and more
reliable and keep data
protected.
Videosurveillance using
a network of cameras.
CBRN (chemical, biological,
radiological, and nuclear
defense) sensors and
instrumentation systems.
TECH TRANSFERTHALES. Our joint lab with Thales
was set up to investigate and imple-
ment formal software verification
methods for critical embedded
systems. The lab began by focusing
on two areas: rail signaling appli-
cations and the proof of functional
properties of code used in the de-
fense industry.
BUREAU VERITAS. We developed
a method using formal verification
with Frama-C to validate and cer-
tify embedded command-control
software, mainly for the maritime
industry. A set of best practices for
software development and valida-
tion was published.
AMOSSYS. We took existing for-
mal verification techniques used
for critical systems and modified
them for use inspecting binary
code for security audits and evalu-
ations. Analyses using a statistical
analysis engine were developed
and integrated into standard binary
auditing tool IDA.
AIRBUS. We developed new methods
to analyze sensitive programs to
ensure that no potential information
leaks were present. Mechanisms to
detect leak risks during execution
were integrated. An initial prototype
to monitor C-program information
flows was implemented and an
overall software-security certifi-
cation methodology was determined.
DARPA, SRI INTERNATIONAL, AND
UC SANTA CRUZ (UNITED STATES).
We developed a video game for
crowdsourced verification of open-
source software to reduce verification
costs. The video game was evaluated
on drone autopilot software. The
Frama-C platform was enhanced to
enable inter-analysis collaboration
and improve compilation.
Text- and image-mining
software. Systems to
extract security-related
information from
databases or the internet.
IT security and
cybersecurity. Tools
to analyze all of an
application’s possible
behaviors and provide
proof that there are no
vulnerabilities.
2015 Activity Report
17
Technology Transfer
TECH TRANSFERDOCEA POWER. We developed a
closed-loop thermal performance
co-emulation solution. The solution
combines an emulator with Docea
Power’s energy consumption and
circuit temperature assessment
software. It supports the evalua-
tion of thermal phenomena over
significant timespans and the
development of advanced thermal
management solutions from the
functional validation stage.
GLOBAL SENSING TECHNOLOGIES.
We developed a low-energy com-
puting accelerator for applications
leveraging deep neural networks.
The accelerator enables real-time
decisions to be made at close to
sensor level for light systems inte-
grating artificial intelligence.
ATRENTA. We made improvements
to Atrenta’s complex-circuit en-
ergy-consumption and efficiency
software. In particular, we helped
reduce energy-consumption fore-
cast error rates. An original method
was developed to reduce memory
hierarchy energy consumption, with
very substantial savings on a RISC
AntX processor.
TIGF. A decision-assistance tool was
developed to help keep gas conduits
in operating condition by assessing
the risk of deterioration in different
areas. The tool is based on 300 rules
developed with gas-conduit experts
using information from past years’
excavation reports. Computing time
for a single case is just 4 ms. And
the “positive excavation” rate has
risen substantially over what the
company had achieved using their
previous tool.
NICOMATIC. In research conducted
under a joint List-Nicomatic lab, we
evaluated a reflectometry-based
defect-detection method using a
patented data-fusion algorithm
that generates a single diagnostic
report from the results of several
independent methods. Soft faults
with weak signatures can now be
detected rapidly and automatically,
facilitating the implementation of
predictive maintenance processes.
INVENSENSE. We developed meth-
ods and transferred prototypes to
determine a person’s environment
(public places, transportation, indoor
environments). The demonstrator
system developed uses smartphone
audio signals and movement. The
underlying technology combines
dedicated audio-signal descriptors
and recognition methods based on
deep neural networks. The system’s
performance was 5% better than the
state of the art when tested on a
public database.
R&DReal-time systems
for electricity grid
infrastructure.
Enhanced, secure
communications networks
for sensor networks.
Software and systems
engineering and
cybersecurity tools:
Papyrus and Frama-C.
Operating safety of smart
energy systems and
embedded systems.
Embedded real-time
hypervisor for smart
meters managing
mixed-criticality tasks.
Data processing and
operation of highly-
distributed complex
systems.
Information processing
and enhanced operation
of energy management
systems.
Human-machine interfaces
and driver-assistance
systems.
Embedded vision systems:
environmental analysis
systems and new mobility
services.
Non-destructive testing
(NDT) of new materials and
assemblies.
Smart city, smart life
18
2015 Activity Report
TECH TRANSFERWIN MS. We developed an inter-
mittent fault injection module
calibrated on cabling to develop
cabling diagnostic systems capable
of detecting faults for aeronautics
and rail applications. The module
generates soft impedance faults,
programmable sequences of in-
termittent faults, and serial and
parallel electric arcs due to cable or
insulation wear and tear.
EUROCRYOSPACE. We designed a
new propellant measurement probe
for space launch systems; the probe
uses Bragg networks photo-written
into optical fibers. The goal was
to improve the capacity, precision,
response times, form factor, and
weight of cryogenic metrology pro-
cesses, ultimately to enable in-flight
propellant measurement. The com-
pany worked with France’s National
Space Agency (CNES) to evaluate
the probe’s performance in several
configurations representative of
launch conditions.
ARCURE [1/2]. We developed and
transferred a new obstacle detec-
tion method based on 3D vision
and shape analysis. The method
was proven effective for obstacles
of all sizes, shapes, and densities
(non-solid objects like fences).
ARCURE [2/2]. We worked on the
company’s Blaxtair pedestrian de-
tection systems, developing a new
embedded-processor hardware plat-
form. The different ARM processors
were evaluated and the application
was improved to maintain real-time
performance.
R&DCommunications: A protocol
guaranteeing very secure,
reliable embedded V2I and
V2V communications.
Software and systems
engineering: model-driven
engineering; statistical
code analysis; behavior
prediction; security flaw
detection.
Human-machine interfaces,
driver-assistance systems:
smart cameras (event
detection, geolocation);
augmented reality for
driver-assistance systems;
touch and force-feedback
haptic interfaces.
Performance and security
of embedded systems:
computing architecture
and algorithmic porting
with a good compromise
between performance,
energy consumption, cost,
and security. Manycore
architectures for real-time
distributed computing.
Transportation and mobility
2015 Activity Report
19
Technology Transfer
TECH TRANSFERARCANE. We used LNHB’s (France’s
national radiation metrology lab)
primary reference for high-energy
photons (around 6 MeV) to char-
acterize the photon beam used by
manufacturer Arcane. The results
will substantially improve the
precision of Arcane’s calibration
of environmental dosimetry mea-
surement equipment and exposure
monitoring of occupational radiation
workers in industry and healthcare.
ESPRIMED. The company signed
a licensing agreement with LNHB
(France’s national radiation metrol-
ogy lab) to transfer know-how and
develop technology for mobile cali-
bration of the activimeters used in
nuclear medicine departments. The
market release of new radiopharma-
ceuticals and an increasing variety
of container geometries (syringes,
bottles, etc.) are fueling an increase
in demand for calibration services.
esprimed, France’s leading medical
physics-nuclear medicine service
provider, will round out its existing
product lineup and add value to the
services it delivers.
CIBIO. Our R&D partnership focuses
on new methods for monitoring de-
livered doses in radiotherapy. We
evaluated and validated treatment
quality control methods using static
beams and developed new external
control techniques suitable for
complex-beam therapies. A team of
engineers from Cibio was assigned
to our Doseo platform as part of the
R&D partnership.
Personalized medicine
R&DRadiotherapy and medical
imaging: simulation,
modelling, image-
analysis, and processing
customization methods
and software; systems to
measure vital parameters
and biomarkers.
Interactive assisted-living
systems for the elderly and
disabled.
Personalized and digital
medicine: sensory
interfaces; decision-
assistance software for
healthcare practitioners;
sensors and software
for companion diagnostic
tests.
Massive data analysis
for medical diagnostics:
diagnostic and drug
development software.
Tools for doctors and
patients: assisted-living;
multimode imaging
platforms; surgical
training robots.
20
2015 Activity Report
/ S T A R T U P S ,FACILITATING THE TRANSFER OF TECHNOLOGY FROM LAB TO MARKET
SINCE 2001, RESEARCH AT CEA LIST HAS
RESULTED IN THE CREATION OF EIGHTEEN
STARTUPS, most of which were founded
by our researchers. These startups have
created 300 jobs.
They also play a key role facilitating
the transfer of know-how and tools
developed at List to businesses.
List startups scale-up and commercialize
new technologies and develop associated
services. In short, they transform
the results of our research into products
and services that respond to market demand.
Our startups work closely with users
to assess their current and future needs
and expectations. List remains the primary
R&D partner of its startups, and, as such,
contributes to meeting these needs.
18
300STARTUPS
JOBS
2015 Activity Report
21
News from our startups
/ N E W S F R O M O U R S T A R T U P S
M2M PURSUES GROWTHM2M, which specializes in ultrasonic non-de-
structive testing equipment, continued to grow
in 2015. The company sold its 100th MultiX++
quality-control system, the most powerful in
the company’s product lineup. M2M also moved
ahead with the market release of its portable
Gekko device, which now features innovative
new modules, including an adaptative total
focusing method. The company opened a U.S.
subsidiary, headquartered in San Francisco.
DIOTASOFT ANCHORS MARKET POSITION Diotasoft, which specializes in augmented reality solutions for industry,
anchored its position on the software market with the release of a gateway
that connects its software directly to industrial information systems. The
company continued to build strategic partnerships in 2015 and doubled
its staff to speed up the implementation of its solutions for industrial
customers. The company also shortened its name to Diota.
TRUSTINSOFT: HALF OF SALES REVENUE FROM UNITED STATES TrustInSoft develops and commercializes
List’s Frama-C technology. The company can
mathematically guarantee software quality for
IT security purposes. TrustInSoft was ranked
among the top ten most innovative cybersecurity
companies in the world. At end-2015, the com-
pany employed twelve people and generated half
of its revenue from sales in the United States.
EXTENDE EXPLORES NEW MARKETSExtende released two new products, broadening
its total number of users. CIVA Education, for
higher education and training; and CIVA Anal-
yse, for NDT in manufacturing environments.
Both products were developed by the CEA.
KRONO-SAFE A STEP CLOSER TO ITS FIRST DO-178 CERTIFICATIONKrono-Safe, which specializes in operating
systems for critical real-time embedded applica-
tions, continued to grow in 2015, with more than
40 employees at year’s end. The company added
new tools, features, and services to its Asterios
product line. Krono-Safe is now preparing an
avionics-standard DO-178C-certifiable version
for aeronautics applications.
22
2015 Activity Report
/ N E W S F R O M O U R S T A R T U P S
HAPTION WINS NEW CUSTOMERSHaption’s Scale1, a solution that
enables people to interact with
a 1:1 scale virtual environment,
was a commercial success in 2015.
PSA Peugeot Citroën, Airbus, and
Japan-based NAIST implemented
the solution. Haption forecasts
similar business volumes for 2016.
OREKA SOLUTIONS TARGETS INTERNATIONAL MARKETS Oreka Solutions pursued its international business develop-
ment efforts in 2015, implementing its DEMplus for Nuclear
software package at the Sellafield power plant in England.
The company is on the French government’s list of key players
in technology for the nuclear energy industry. The latest
version of DEMplus features an immersive virtual-reality
headset to train nuclear-plant operators.
KALRAY PREPARES TO RELEASE NEW PRODUCTSKalray, which develops many-
core processors, released its
second-generation product,
the Bostan MPPA2-256.
The company is preparing to
release a third-generation
product. Kalray is based in
France’s Rhône-Alpes region,
currently employs more than
60 people, and opened a U.S.
office in California in 2015.
The startup’s primary focus is
on solutions to speed up data
transmission and storage for
datacenters and driverless
cars. Kalray’s processors offer
unrivalled performance, low
latency, and very low power
consumption.
ANT’INNO RELEASES NEW VERSION OF THE ANT’BOXIn 2015 Ant’Inno released version 5 of its
ANT’box. The product includes new modelling
capabilities that align even more closely with
different usage scenarios, including ones
encompassing multiple projects or fields. The
company is the leader in solutions for managing
unstructured multilingual data and will soon
offer multimedia data management capabilities.
PEDESTRIANS: SAFER THAN EVER WITH ARCURE Germany-based forklift maker Jungheinrich
presented a new product feature at a trade fair
in Hanover: forklifts equipped with Arcure’s
Blaxtair pedestrian-detection cameras. If the
cameras detect a potential collision, the forklift
automatically slows down. R&D conducted by
Arcure’s joint lab with List helped make Blaxtair
more robust and reliable, resulting in this latest
innovation by Jungheinrich.
WIN MS SECURES NEW CUSTOMERS IN THE UNITED STATES AND ASIAWiN MS, which specializes in cable monitoring
and diagnostics, won new customers in the Unit-
ed States and Asia and opened offices in Atlanta
and Singapore. The company, which had been
addressing the aeronautics and rail industries,
now also offers solutions to monitor electricity
grid infrastructure and detect electric arcs.
ESPRIMED EXPANDS WITH NEW LINE OF BUSINESS In 2015 esprimed hired new employees, achieved
new technological advances, grew its business,
and, in cooperation with List (LNE-LNHB),
launched a new project to develop a mobile
measurement chain to calibrate activimeters
for nuclear medicine. The measurement chain
will be used to control the delivered dose during
radiotherapy treatments.
2015 Activity Report
23
News from our startups
24
2015 Activity Report
/ A D VA N C E D M A N U F A C T U R I N G
2627293031
Cooperative robots that move around safely
Cobot removes pork lard in meat packing plant
Simulate and run a factory with a single model
Robotized X-ray tomography and new inspection strategies
Ultrasonic non-destructive testing for hard-to-access areas
27 29 31
Digital technology will allow the factories of the future to be more
agile, flexible, responsive, and efficient than ever. Augmented
reality is just one of the technologies that will help make operators’
work easier and more precise. Custom-developed robots and cobots
will increase productivity and reduce the strain of difficult or
repetitive tasks. More cost-effective innovative sensors will make
it possible to measure new production parameters.
And advances in non-destructive testing will provide unparalleled
precision in determining a part’s mechanical resistance,
identifying weak areas, and forecasting part reliability
and lifespan.
2015 HIGHLIGHTS…
Success stories from our R&D partners:HRV, Arnaud Cosson, COO
Areva, Roger Abou-Khalil, Innovation Manager
Air Liquide, Xavier Traversac, Managing Director, Cryotech Center
2015 Activity Report
25
Advanced manufacturing
→ Industrial robots are usually floor-mounted, protected
by a security perimeter, and can only perform a single
task. The cobot (cooperative robot) prototype tested under
the ADN4SE multi-partner R&D project does everything
standard industrial robots cannot.
First, the cobot can move around between several
workstations to feed the production line. Plus, an operator
can have the cobot complete different tasks by changing the
direction of force applied to the robotic arm.
SAFE COOPERATION WITH OPERATORSOperator safety a prime objective. During testing, the cobot
was proven safe. The low-inertia ball-screw and cable actu-
ator system developed by List delivered excellent sensitivity
to the force applied.
Accidental contact between the cobot and operators
presented no danger at less than 10 joules (the current
standard for machines) at a robotic-arm movement speed
of more than one meter per second. The cobot’s excellent
sensitivity also resulted in good interpretation of the force
applied by the operator when carrying out precision tasks.
When operated in autonomous mode, the cobot was able
to handle parts weighing 2 kg and move around on its
own automated mobile base. The test scenario gave a solid
indication of the cobot’s future use on the plant floor or on
the production line according to the factory’s needs at any
given time.
COOPERATIVE ROBOTS THAT MOVE SAFELY AROUND FACTORIES
THE CHALLENGE. Achieve
a compromise between robot
mobility, autonomy in completing
tasks, and safe interaction with
operators.
APPLICATIONS. Feeding
production lines, preparing
orders, carrying testing
instruments, etc.
A robot that moves on an autonomous mobile base, completes picking tasks, and interacts with operators: scenario successfully tested in representative environment.
SCIENTIFIC ADVANCE
Cobot removes pork lard in meat packing plantHolvia Porc successfully confirmed the feasibility of a robotic solution for
removing pork lard in the company’s meat packing plants. The first step
in the feasibility testing process was to capture operators’ movements
and work with the operators to create a simulation of their movements
in a virtual reality environment. A model of the tool was then developed.
The resulting solution reduces the loads handled by workers from 25 kg
to 5 kg; the pork lard is removed intact and can therefore be used. The
solution developed is more effective than the mechanized systems
currently on the market; a demonstrator system will be tested in 2016.
A patent was filed to protect the innovation.
2015 HIGH-
LIGHTS
26
2015 Activity Report
Progress toward an exoskeleton to make asphalt rakers’ work easierAsphalt rakers, who spread asphalt during road
construction, must be extremely precise in their work,
despite the hot, physically taxing conditions of the job.
RB3D worked with List to develop an exoskeleton to make
asphalt rakers’ work easier. The exoskeleton was tested
in the lab and in the field in 2015. A three-dimensional
command model ensures that the exoskeleton remains
balanced at all times and lets the operator control horizontal
push and pull movements with minimal physical force.
“We introduced an innovative new service to assess the ergonomics of existing or planned workstations: real-time posture analysis on a 1:1 virtual model. List transferred the technology to us in 2015 and we have already signed several contracts.
Until now, posture analyses were done by ergonomics specialists using video footage of workers. Our virtual model lets us place the operator in the situ-ation we want to assess. Occupational health and safety professionals, line managers, and human resources can
all participate in the assessment. This collaborative approach is unique in that it brings the benefits of collective intelligence into the process, resulting in solutions that factor in everyone’s viewpoints. Being one of the first companies on the market to offer this service will enable us to carve out a position of leadership.”
HRV. ARNAUD COSSON, CEO
“ We can now utilize collective intelligence in workstation analysis.”
TESTIMONIAL
Getinge’s virtual isolation chamber garners interest at Achema trade showList developed virtual reality tools for Getinge,
a company that specializes in confinement
chambers for the medical industry. The
first tool developed provides an interactive
accessibility simulation to numerically
validate isolation chamber design and
equipment layout. The second tool generates a
model of air flows inside the chamber to aid in
sterilization. The tools were presented at the
Achema 2015 trade show, the world’s leading
chemical process event, where they generated
a number of leads for Getinge.
A step closer to assembling structural components remotelyProof-of-concept testing on a representative model of
a remotely-operated system to assemble the components
of complex structures was successfully completed.
The operator uses a master system to control a slave robot
that completes riveting and applies putty to ensure a proper
seal in difficult-to-access areas. Operator-assistance
capabilities let the operator adjust the effort applied, avoid
impacts with certain parts, and ensure that the tool follows
a suitable direction and trajectory.
2015HIGH-
LIGHTS
2015 Activity Report
27
Advanced manufacturing Factory of the Future (FoF) | Operator assistance
→ Papyrus 4 Manufacturing stands out from the current
industrial modelling tools in two major ways. First, the
software delivers unparalleled integration. The same model
is used to describe and interface the layout of the facility,
industrial processes, and other processes like design,
procurement, and quality control.
Second, the software is open source. This means that even
small businesses can now access the modelling capabilities
that are becoming increasingly crucial to ensuring that
production systems are as flexible and agile as possible.
Papyrus 4 Manufacturing brings factories one step closer
to Industry 4.0.
COMPLIANT WITH ALL MAJOR INDUSTRIAL STANDARDS
Papyrus 4 Manufacturing can be used to reconfigure
production lines, add new products, and produce more
with the same resources. The software rapidly generates
simulations, going through several scenarios, assessing all
of the impacts, and determining the most efficient changes
to make on the actual plant floor.
The Papyrus extension developed by List is compliant
with all major industrial standards and specifications:
International Society of Automation ISA-95, Business
Process Model and Notation, and RAMI 4.0 architectural
model for Industry 4.0.
Several industrial companies (in the solar power plant and
plastic mold industries) are already using the software. It is
also being used in an EU-backed R&D project that kicked
off at the end of 2015.
SIMULATE AND RUN A FACTORY WITH A SINGLE MODEL
THE CHALLENGE. Describe and interface all
of the dimensions of an industrial facility in a single
model that is applicable to any industry.
APPLICATIONS. Manage, optimize, and reconfigure
industrial facilities.
Decision-assistance, business and industrial processes, production lines and equipment, and facilities: Papyrus 4 Manufacturing describes all factory dimensions for use in simulation, management, and optimization, paving the way for Industry 4.0.
PROJ
ECT
SCIENTIFIC ADVANCE
28
2015 Activity Report
Space launchers: more accurate propellant measurementA prototype measurement probe to determine
the amount of liquid oxygen or hydrogen in
space launcher propellant tanks was evaluated
by EuroCryospace. Several configurations were
tested: remaining tank capacity, free-surface
inclined angle, vibration, and impact. Bragg
networks were photo-written into optical fibers,
increasing the number of measurement points over
the height of the tank. The prototype also offers
simplified connectors and is low in mass. The R&D
that resulted in the prototype was funded by
France’s National Space Agency (CNES).
“When a nuclear power plant is decom-missioned, radioelement characteriza-tion, a costly and time-consuming pro-cess, must be completed throughout the project. Decommissioning project sites are home to large quantities of radioactive isotopes that emit different types of rays of different energies. Traditional on-site measurement chains cannot fully process the complex gamma-ray spectra produced. Samples must be taken and sent off-site to labs for analysis to fill this gap. These lab services are costly and create delays on the job site.
At the beginning of 2016, Areva joined forces with List to scale-up a software application called Sinbad that can process measurements taken using traditional measurement chains on-site to characterize very complex spectra. The software drastically reduces the number of samples that have to be sent out for lab testing, reducing project costs and delays—something that will really help us stand out from our ‘competitors’!
AREVA. ROGER ABOU-KHALIL, INNOVATION MANAGER
“We can now offer a new service for nuclear decommissioning”
TESTIMONIALDrinking water networks: detecting radiological contaminationAn in-line detection system to
monitor drinking water networks
for beta radiation contamination
was developed and patented as a
result of R&D conducted under an
EU-backed project. The system
is built on a bundle of around
800 scintillating optical fibers,
an electronic circuit board, and
software to process the data.
It can detect activity levels of
300 Bq/liter; the alert threshold
is 1,000 Bq/liter. The system was
tested in the field over a period of
six months and delivered robust
detection despite fluctuating
temperatures and other
potentially-disruptive factors.
Cobots: fast, automated, and robust configurationWe adapted an algorithm originally developed
for the aeronautics industry to improve
cobot command-control system calibration.
The algorithm generates the optimal
command-control configuration from the
outset, slashing the time it takes the engineers
to calibrate the system fivefold. The configuration
generated reduces the apparent inertia by half,
making the cobot more agile without compromising
contact stability. A cobot and cable actuator
were calibrated using the algorithm; two patents
were filed to protect the innovations.
2015HIGH-
LIGHTS
2015 Activity Report
29
Advanced manufacturing Instrumentation and testing
→ Transform X-ray tomography into a non-destructive
testing technique: until now, a fixed X-ray source and
detector have been used to detect an object on a rotating
platform. The X-ray tomography cell developed by List
reverses these roles. The object being inspected is static.
The source and detector, held by two six-axis robots, move
around the object.
AIRCRAFT WINGS AND WIND-TURBINE BLADESThe primary objective was to enable the inspection of
complex or assembled parts and of planar parts (like airplane
wing or wind-turbine blade components) measuring up to 2
m x 2 m. The traditional technique, where the parts to be
inspected are placed on a rotating platform, is only suitable
for parts measuring up to 20 cm x 20 cm x 40 cm.
The second objective was to broaden the range of
available inspection strategies. These included being able
to inspect a part from underneath or from the side in low or
high resolution while avoiding views that would compromise
the results. The ability to make a quick inspection of the
entire part and then return to any questionable areas or zoom
directly in on priority areas was also addressed.
Our researchers modified their tools to suit these
non-standard trajectories. This entailed modeling, comparing,
and validating them. Above all, our researchers developed
new 3D reconstruction algorithms to analyze the images
captured and detect any defects. This advance will open
the door to custom inspection strategies and trajectories
for each type of part.
ROBOTIZED X-RAY TOMOGRAPHY BROADENS RANGE OF INSPECTION STRATEGIES
THE CHALLENGE. Develop
advanced 3D reconstruction
algorithms for non-standard
source and detector trajectories.
APPLICATIONS. Non-destructive
testing of large industrial parts
for the aeronautics, energy,
and other industries.
List developed a robotized X-ray tomography cell whose source and detector move in non-standard trajectories around a static object. This advance will help improve and diversify inspection strategies for large parts.
SCIENTIFIC ADVANCE
30
2015 Activity Report
Composites: deeper insights into laser-generated ultrasoundA model for generating ultrasound in composite materials using laser pulses
was developed for the aeronautics industry to improve the inspection of
large structural elements with complex geometries. The model describes
phenomena like hotspots, ultrasonic wave generation, and the wave
propagation in the material. The model, which does away with the need for
a surface coating that absorbs the laser’s energy, will help reduce the time it
takes to inspect aeronautic structural elements by 30%.
Magnetoresistive sensors improve non-destructive testing (NDT)We developed Eddy-current probes
with magnetoresistive receivers
as part of R&D completed under
the Imagic project. When tested on
buried defects, the probes performed
similarly to commercially-available
probes. The probes’ results were
even better for surface defects
(measuring 30 microns and at
depths of 50 microns) in a block of
titanium. The sensors’ sensitivity
is independent of frequency. Plus,
the sensors’ small size ensures high
spatial resolution. The research is
currently ongoing as part of a Ph.D.
dissertation.
“At Air Liquide, some of our industrial gases are delivered via a complex network, and regular monitoring is a priority. In particular, we need to make sure that our welds remain leak-tight. The conduits are made from materials
like stainless steel that are difficult to inspect and are often buried or insulated, making inspection a challenge.We came to List to find a solution. We are working with List to evaluate three non-destructive testing methods:
high-frequency ultrasonic testing, which is well-suited to the small dimensions of our conduits and the types of defects we need to pinpoint; electromagnetic sensors; and X-ray inspection. The scope of our work with List could be expanded to include testing and requal-ification of our pressurized equipment.”
AIR LIQUIDE. XAVIER TRAVERSAC, MANAGING DIRECTOR, CRYOTECH CENTER
“We improved our gas conduit inspection process”
TESTIMONIAL
Ultrasonic testing for hard-to-access areasList developed a high-frequency
ultrasonic testing method for
leading French electric utility
EDF. The goal was to inspect loss
of thickness due to corrosion
of covered, inaccessible
pipes. The method is based on
quasi-Rayleigh waves, coupling
the alternating propagation
of the waves with conversion
from one mode to the other.
The initial results, obtained on
realistic samples, were very
encouraging: calibrated defects
were successfully detected.
Eddy current testing: new industrial probes simulatedTwo reference industrial probes were
modelled and integrated into CIVA 2016.
The first, Rototest, is used to inspect rivets
on civil aircraft. The second, Pluspoint,
is used to inspect nuclear power plant
steam generator tubes. Modelling the
two probes’ 3D ferrite cores required
substantial research. The advance, which
eliminates the need for users to configure
each element of the probe, moves CIVA
a step closer to offering turnkey
tools accessible to a broader range
of users.
2015HIGH-
LIGHTS
PROJ
ECT
2015 Activity Report
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Advanced manufacturing Factory of the Future (FoF) | Inspection
32
2015 Activity Report
/ E M B E D D E D S Y S T E M S
34353637
Real-time processing for distributed applicationsDeep neural networks for industrial applications
Simplified command-control systems for the nuclear industry
Formal software verification sees new advances
35 37
Embedded systems are becoming increasingly common in both
professional-grade and consumer products. The safety, security,
reliability, and performance of these systems are crucial.
List is helping improve embedded systems through R&D
addressing design, modelling, computing architectures,
and hardware-software convergence to meet the needs
of the energy, transportation, and telecommunications industries
and for applications like the Internet of Things and smart homes.
List also possesses world-renowned expertise in cybersecurity.
2015 HIGHLIGHTS...
Success stories from our R&D partners:MicroEJ, Fred Rivard, COO
Bureau Veritas, Pierre Besse, Senior Adviser, Innovation and Strategic Alliances
2015 Activity Report
33
Embedded systems
→ Developing collaborative distributed applications is
challenging for experts in a specific field without specialist
knowledge of hard real-time distributed applications or
computing node allocation. Developing these applications
is feasible for applications with a just a few components.
However, when the number of nodes rises to the tens or
hundreds, the complexity of the task is overwhelming.
List came up with the TDDF (Timed Dynamic Data Flow)
computing model to help overcome this challenge.
Proof-of-concept testing was successfully completed on
a connected construction-site application comprised of two
cameras, two autonomous robots, and a distant processor.
Development time was reduced by 70%.
TRANSPARENT SWITCHING BETWEEN NOMINAL AND DOWNGRADED MODES
Developers can now focus on their field-specific know-
how. They simply enter the tasks and their interactions,
which are transformed into a formal description, which is in
turn immediately verified. Automated tools then improve the
representation generated and optimize application execution
and implementation on the available computing nodes.
TDDF also manages all of the uncertainties of distributed
applications, such as latency, connection loss, and computing
center moves. Switches from nominal to downgraded mode
are transparent and secure and meet the requirements
of hard real-time applications. The resulting level of
performance far exceeds what developers can currently
achieve.
DISTRIBUTED APPLICATIONS: A COMPUTING MODEL FOR GUARANTEED REAL-TIME PROCESSING
THE CHALLENGE. Guarantee hard real-time
distributed applications of up to 1,000 nodes.
APPLICATIONS. All collaborative applications
for the Internet of Things in areas like home
automation, security, maintenance, guiding systems,
industrial supervision, and more.
The TDDF computing model makes distributed application developers’ work easier by handling communication, synchronization, and the management of uncertainty.
SCIENTIFIC ADVANCE
Wiring networks: soft faults now detectableA reflectometry-based method
for detecting soft faults in complex
wiring networks was tested and
patented. The method leverages
a selective amplification algorithm
to reveal the signatures of faults
not detectable using traditional
methods. The low-complexity
algorithm is suitable for embedded
systems.
Research to bring the method
to a higher degree of maturity
is ongoing. The method is already
in use on smart connectors at List’s
joint R&D lab with Nicomatic.
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2015 Activity Report
Pedestrian detection systems migrated to embedded processorsArcure, which commercializes the Blaxtair line of
pedestrian detection systems for construction machinery,
is moving toward an optimized hardware platform with an
embedded processor. List researchers evaluated several
ARM processors and identified the most suitable one
for Blaxtair. The processor selected was combined with
an FPGA accelerator. The solution was then enhanced
to maintain real-time performance despite the low cost
of the solution. The new product is expected to be released
on the market in 2016.
“Our MicroEJ OS is already capa-ble of developing applications for the Internet of Things faster and cost-effectively. We started working with List in 2015 with the goal of taking our product even further. List’s Papyrus modelling software will let us
describe the application environment with extreme precision. The time it takes our developers to write their specifications—categories, language, libraries—will be reduced drastically. The capacity to model a business process and application will give us
a major differentiator. Ultimately, our customers will be able to cut time-to-market in half, make their products on optimized and more cost-effective hardware, and reuse an application on additional products in the same line.”
MICROEJ. FRED RIVARD, COO
“This will be a major differentiator for our customers”
Model-driven engineering at Plastic OmniumA model-based software and systems engineering method is currently
under development with Plastic Omnium. The future system will replace
the company’s current document-based method. The method under
development leverages List’s Papyrus open-source software and focuses
on systems to effectively treat nitrogen oxide emissions from light
vehicles. Plastic Omnium’s goal is to speed up the design process and
facilitate compliance with industry standards. The company is already
using the method on test projects.
Manycore architecture and mixed criticalityKalray’s MMPA-256 manycore circuit
underwent an initial round of testing at
Safran to determine whether or not it could
execute applications with different criticality
levels, either separately or simultaneously. The results
were encouraging, with acceleration factors of up to
36 for the least-critical applications executed in parallel
to the most-critical. The ultimate goal is to reduce the
number of processors per plane and offer more functions.
Deep neural networks: progress toward industrial applicationsList’s N2D2 high-level exploration, porting,
and synthesis platform is helping the
institute’s industrial R&D partners study
specific applications for deep neural networks.
The platform helps with network and
architecture selection, data management,
and hardware implementation. For example,
a feasibility study for ArcelorMittal resulted
in a 95% fault detection rate on a steel roll-
milling process. Images of several megapixels
were processed in just five seconds.
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Embedded systems Components and mobility
→ The command-control architectures of tomorrow’s nuclear
reactors will be challenging to design: several thousand
functions must be allocated to around 100 cabinets. With
this level of complexity, there simply is no method that can
immediately generate the perfect solution. Paper drawings
and Excel spreadsheets can no longer do the job.
A PRAGMATIC APPROACH USING TOOLS PROVEN IN INDUSTRIAL ENVIRONMENTSList came up with a pragmatic approach using tools proven
in industrial environments. The approach uses an algorithm
to optimize command-control through a series of iterations
on a given configuration before applying the solutions to a
broader scope.
And it uses automation-system analysis techniques
proven in industrial environments and two of List’s
integrated tools: Papyrus and Diversity.
Papyrus models the command-control functions and
characteristics of physical equipment like cabinets, memory
chips, inputs and outputs, and connections. Diversity then
links the two types of data and completes an analysis, using
a series of iterations to arrive at an overall solution.
The software toolchain was validated on models of a
regulation subsystem provided by EDF and Areva. The tests
revealed an increase in productivity. Validation testing on a
complete command-control system model will be completed
in 2016.
NUCLEAR COMMAND-CONTROL SYSTEMS: A SOLUTION TO OVERCOME COMPLEXITY
THE CHALLENGE. Organize the allocation
of several thousand functions in around
100 command-control cabinets.
APPLICATIONS. Complex-systems
architecture design and, especially, nuclear
command-control systems.
SCIENTIFIC ADVANCE
Traditional design methods will not be able to handle the complexity of the command-control systems of tomorrow’s nuclear reactors. List came up with an original approach to overcome complexity and tested it with EDF and Areva.
36
2015 Activity Report
Thales focuses on formal verification methodsThales set up a joint lab with List in early
2015. The goal was to experiment with
and implement formal verification tools on
the company’s critical-systems applications.
Two topics were addressed during the first
year of the joint lab. First, the verification of
signaling software logic for the rail industry
and, second, proof of the functional properties
of code for several defense applications.
We used List’s battery of tools to develop
approaches suitable for the two cases.
“Currently, software v e r i f i c a t i o n a n d
validation is based on testing, with all of the limitations in-herent to this approach. We are taking advantage of List’s formal verification know-how to achieve a new state of the art that will help us stand out from our competitors.
We are using Frama-C, which has earned international recognition, including in the United States. Our focus is on debugging and verifying compliance with specifications. The approach is both powerful and opera-tionally feasible. Several of our major customers are already interested and we are working
on proof-of-concept testing with them. We will continue to work with List in 2016, shifting our focus to cybersecurity. The partner-ship represents a significant investment for Bureau Veritas, but one that will create excellent opportunities.”
BUREAU VERITAS. PIERRE BESSE, SENIOR ADVISER, INNOVATION AND STRATEGIC ALLIANCES
“A major and promising investment”
Formal tools to inspect and certify softwareA validation and certification method for embedded
command-control software was developed with Bureau
Veritas. The method used Frama-C for deep formal
verification of code, which exceeds the limitations of
a trial-and-error approach. A set of best practices for
software development and validation was published as a
result of the research. The research was also validated on
an actual case study for a marine application.
Critical software: toward automated unit proofUnit proof verification of critical software can be automated
to a large extent. However, the suitability of code for certain
“residue” specifications must be proven in interactive mode
by an expert. A tool to assist with this final step in the unit
proof process is under development with Airbus. The tool
being developed would be used by an engineer and would
recommend strategies to divide the code into residues
that can be proven automatically. It would then archive
the entire process to provide proof. The development should
be transferred to Airbus in 2016.
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Embedded systems Software and systems
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2015 Activity Report
A fast, accurate image-search engineMore effective location of gas piping to replace
Augmented reality glasses for industrial operators
Obstacle detection using 3D technology improved
Extracting and transmitting relevant information from the
massive data flows generated by IT systems and the Internet of
Things is a challenge. Running these systems is equally difficult.
Issues like ensuring the security of the data generated using
innovative encryption solutions are crucial.
And vision, geolocation, and augmented reality systems will
need to be successfully combined in innovative human-machine
interfaces to improve our perception of our environment.
List’s ambient intelligent R&D with industrial partners from
transportation, cybersecurity, energy, healthcare, and electronic
document management is addressing these and other issues.
2015 HIGHLIGHTS...
Success stories from our R&D partners:Thales, Philippe Mouttou, VP Early Stage R&D, SIX Global Business Unit
/ A M B I E N T I N T E L L I G E N C E
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Ambient intelligence
→ List researchers used a state-of-the-art image recognition
technology—deep learning—to create Semfeat, a set of some
30,000 visual semantic descriptors or “concepts” (car, shoe,
tree, mountain, etc.) that can be interpreted by anybody.
ImageNET, the leading semantic descriptor dataset, contains
just 1,000 concepts.
AN IMAGE, WORDS, AND PROBABILITIESSemfeat calculates the probability of a match between a
given image and the 30,000 concepts in the dataset. For a
search for an image of a cat, for example, the probability of
the “cat” concept being a match is close to 1; the probability
of “dog” being a match is lower, and the probability of a match
is even lower for “car”.
Once Semfeat has done its job, the Elise image search
engine comes in. A user enters in key words or a photo,,
which determine a selection of ten varied descriptors. So,
Elise will come up with “cat” and “fur” rather than “cat” and
“feline”. The engine then goes through millions of images,
calculating the probability of a match for the descriptors.
The semantic-descriptor-based search is faster and more
accurate than traditional similarity calculations that use far
fewer—1,000—concepts. A patent has been filed to protect
the technology, which can also be used to find images similar
to a given image.
IMAGE SEARCH: FAST, ACCURATE IMAGE SEARCH WITH SEMFEAT AND ELISE
THE CHALLENGE. Generate faster, more accurate
image-search results on databases of tens of millions
of images.
APPLICATIONS. Image database management.
The Elise image-search engine, developed by CEA List, uses 30,000 semantic descriptors to search for images in a database. And Elise is faster than traditional image-search engines that use just 1,000 descriptors. The results are also more accurate.
SCIENTIFIC ADVANCE
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2015 Activity Report
Cars stay connected even in motionFollowing research conducted under the
eCo-FEV project, a world-first technological
advance was achieved to ensure a continuous
internet connection for two Renault Zoe
electric vehicles. The solution’s performance
was demonstrated during the final project
review. The cars were driven on a city and
mountain route with IPv6 access, switching
between 2G, 3G, 4G, and 802.11p cellular
networks as needed. Continuous internet
access gives drivers uninterrupted navigation
assistance to make the most efficient use of
the vehicle battery’s remaining charge.
Frama-C to verify software for IoTSeveral verification techniques were
implemented using the Frama-C source-code
analysis platform to guarantee the properties
of communication software for IoT
applications.
The potential uses targeted span both
professional-grade and consumer
applications in industries like avionics,
telecommunications, and energy.
Frama-C successfully adapted to the broad
range of applications, extremely variable
software criticality levels, and the short
development cycles required to ensure fast
time to market.
More effective location of gas piping to replaceWe used our ExpressIF platform to develop a
decision-assistance software application for
TIGF, a company that specializes in natural gas
delivery. The software will help make better
choices about the sections of pipe to excavate
and replace due to corrosion. This expert,
fuzzy-logic-based system leverages TIGF’s
gas-industry know-how and an analysis
of the company’s excavation log data from
past years. The correct-prediction rate (pipes
excavated that were actually corroded)
increased significantly.
Audio for more reliable context recognitionWe developed a sound-
environment recognition
system based on smartphone
microphones. The technology
developed is used in
combination with an activity-
recognition algorithm;
together they deliver very
good identification of the
user’s overall environment
(environment and activity).
This deep-learning-based
technology was transferred
to Invensense for
further development and
commercialization. A second
R&D project targeting audio is
in progress, this time to detect
snoring and sleep apnea.
2015HIGH-
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Ambient intelligence Big Data & iOT
→ “Augmented reality glasses are still bumping up against
technical limitations for use in industrial settings,” said
List’s Sylvie Naudet. “Our area of expertise is the tracking
algorithms. We are working actively to improve every
possible aspect of these algorithms.” Latency, or the time
it takes for the glasses to display a virtual image perfectly
superimposed on the actual scene being viewed, even if the
user is moving, is the first angle of attack.
ALIGNING THE ALGORITHM AND HARDWARETo ensure optimal comfort for the wearer and eliminate
any discomfort caused by delays in displaying the image,
latency has to be reduced to an absolute minimum. Major
improvements to our 3D tracking algorithms have already
been made. To make further improvements, software has to
be implemented as close to component-level as possible. We
are currently putting together R&D projects with glasses
manufacturers to address these issues.
Another challenge is to make sure the algorithm is robust
enough to eliminate disruptions to the displayed image if the
wearer moves or the lighting changes suddenly. We looked
at a solution that entailed integrating a motion sensor (a
gyrometer plus accelerometer) to help the camera maintain
alignment, even in extreme conditions.
List currently has several R&D projects underway
with industrial partners for applications in training, the
automotive industry, and pedestrian navigation systems.
These projects were mature enough for us to present a
demonstrator system at the 2015 Salon de l’Industrie trade
show.
A STEP CLOSER TO AUGMENTED REALITY GLASSES
THE CHALLENGE. Obtain accurate,
responsive, and reliable images for
human vision systems.
APPLICATIONS. Assistance completing
complex precision maintenance and
assembly tasks.
Augmented vision glasses with remote displays are already here. However, augmented reality glasses that superimpose information on the scene being viewed are just now arriving on the market. List is running several R&D projects with industrial partners on this topic.
SCIENTIFIC ADVANCE
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2015 Activity Report
We are currently the only company in the world to offer a solution that can automatically detect an assault by analyzing video footage. If an assault is detected, a human operator is alerted and decides what action to take. The technology can be used in supervision systems for urban and public transportation security systems and to protect critical infrastructures like power plants, oil and gas refineries,
and airports. We signed several licensing agreements for the technology in 2015. We also integrated a turnkey solution for one of our customers and installed a system for a transportation operator who used it during the Euro 2016 soccer championships. The technology we developed with List has earned us the recognition of other academic research labs we are now working with to develop complementary technologies.”
THALES. PHILIPPE MOUTTOU, VP EARLY STAGE R&D, SIX GLOBAL BUSINESS UNIT
“We have developed a technology unlike anything else available worldwide”
TESTIMONIAL
A biometric sensor for border securityWe helped develop a biometric sensor under the EU-backed project Sniffer. Natural proteins
were genetically modified to more selectively target drugs, explosives, and controlled dangerous
substances. The sensor developed with the proteins has a learning and recognition algorithm
that can identify the chemical signature of any compound. Initial testing results are promising.
The research is ongoing under a separate EU-backed project, this one on the detection of chemicals
in shipping containers.
Retinal implants: Neurocare project wins awardNeurocare, a project backed by the EU FP7,
and the project’s coordinator, Philippe
Bergonzo of List, won the French Ministry
of Research and Higher Education’s 2015
“Etoiles de l’Europe” award. The research
focused on a new generation of retinal,
cochlear, and cortical implants made from
nanocrystalline diamond and graphene, whose
performance surpasses that of traditional
implants. The implants are intended for in
vivo experiments and pharmacological and
electrophysiological research.
Obstacle detection using 3D technology improvedA 3D vision system to detect
obstacles was developed and
transferred to Arcure, a CEA
R&D partner. The system takes
a 3D representation of the
scene and segments it into
local items. Processing times
are just a few milliseconds.
Acquisition testing in
real-world environments
was successful. The system
was able to detect all kinds
of obstacles, regardless
of size, direction, shape,
or density (an issue for
non-solid objects like fencing
panels, for example). A patent
application has been filed.
2015HIGH-
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Ambient intelligence Smart sensors
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2015 Activity Report
/ I O N I Z I N G R A D I AT I O N F O R H E A LT H C A R E
An accurate, compact X-ray source model
Radiotherapy: toward more accurate calibrationImproved high-intensity focused ultrasound therapy with CIVA
Advances in calibration, metrology, instrumentation, simulation,
radiotherapy and X-ray imaging are driving the emergence of new
solutions for tomorrow’s personalized medicine. These solutions
will in turn make it possible to offer more innovative, effective
treatments that are safer for both patients and caregivers.
List works with all radiotherapy stakeholders, from equipment
and drug manufacturers and treatment centers to research
scientists and regulatory authorities. Our Doseo platform
offers targeted resources in metrology, training,
and R&D for radiotherapy and medical imaging applications.
2015 HIGHLIGHTS...
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Ionizing radiation for healthcare
→ The golden rule in radiotherapy, medical imaging, and
radiation protection is that all delivered-dose calculation
software must include a numerical model that describes the
physical characteristics of the X-ray source.
And the model must be very precise, which means huge
volumes of data. For example, phase-space files (PSF) for
a linear radiotherapy accelerator take up 1 TB to 2 TB of
memory. List researchers successfully reduced the required
storage space by a factor of 10,000.
DESCRIBE CORRELATIONS RATHER THAN PARTICLES
The drastic reduction in data was achieved by using a
new X-ray source model. Instead of individually describing
each particle from the beam, the model represents the
characteristics of populations of particles and all of the
correlations between energy distribution, position, and
direction. This is accomplished using histograms whose sizes
are modified depending on the complexity of the function to
be represented.
In addition, Polya trees were used to smooth out the noise
present in the histograms.
The model was successfully tested. A 100 MB histogram
(with 4 dimensions and 64 channels per dimension) was used
to generate dose calculations that were as accurate as those
produced by a 1 TB PSF model.
The model can now be integrated into dose calculation
software currently under development. A patent was filed
to protect the innovation. A project funded by France’s
National Research Agency (ANR) is focusing on using the
model for imaging.
AN ACCURATE, COMPACT X-RAY SOURCE MODEL
THE CHALLENGE. Develop an accurate
X-ray source model compact enough
to be hosted on a PC.
APPLICATIONS. Dose calculation
for radiotherapy, medical imaging,
and radiation protection.
The new X-ray source model developed by CEA List is just as accurate as but 10,000 times more compact than the usual irradiators. It can be hosted right on a PC, making it extremely simple for radiotherapy treatment centers to use.
SCIENTIFIC ADVANCE
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2015 Activity Report
Liver cancer: brachytherapy becomes more preciseInoperable liver cancers are treated by vectorized
internal radiation therapy. Yttrium-90-labelled
microspheres are injected into the tumor. LNHB
(France’s national radiation metrology lab)
developed the world’s first
primary calibrator, reducing
by 5% to 10% the uncertainties
of Australia-based Sirtex’s
resin microsphere activity.
The calibrator will enable
doctors to use quantitative
imaging to more accurately
measure the activity injected
into the tumor. The research
was conducted under the
EU-backed MetroMRT project.
esprimed to calibrate hospital activimeters List signed a licensing
agreement with esprimed
for the institute’s on-site
activimeter calibration
know-how. The activimeters
are used by hospital nuclear
medicine departments.
Hospitals are using
increasing numbers of
radionuclides, especially
for medical imaging, and
are required to have their
activimeters calibrated
periodically. List will train
esprimed’s staff and supply
the company with certain
equipment in 2016. esprimed
plans to start offering on-site
calibration services in 2017.
More accurate calibration for radiotherapyLNHB (France’s national
radiation metrology lab)
developed a water calorimeter
to calibrate radiotherapy
equipment directly according
to the absorbed dose to water.
The calorimeter reduces
the standard uncertainty of
the dose flow rate to 0.8%,
down from the 3.6% achieved
with air kerma calibration.
The reduced uncertainty will
give healthcare practitioners
more leeway to safely
adjust the doses delivered
to patients. The water
calorimeter is already being
used as a primary calibration
instrument at several
treatment centers.
CIVA used for high-intensity focused ultrasound therapy
CIVA has been proven useful and effective for
the medical industry. INSERM evaluated and
implemented a CIVA simulation model developed
specifically for high-intensity ultrasound (HIFU)
therapy. A project backed by the French National
Research Agency (ANR) immediately followed.
The project is being conducted in partnership
with EDAP-TMS, France’s leading provider of
HIFU systems for urology. The goal is to develop a
simulation tool that will give healthcare practitioners
treating prostate cancer the thermal dose delivered
to the tumor.
New high-energy radiation protection reference transferred to industrial partnerWe developed a new primary reference for
high-energy photons (around 6 MeV) that will make
it possible to calibrate environmental dosimetry
measurement equipment used in the exposure
monitoring of occupational radiation workers
in industry and healthcare. List transferred
the reference to Arcane, a company specializing
in dosimeter calibration. Arcane was able to reduce
from 14% to 3% the dose flow rate uncertainty of its
photon beams.
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Ionizing radiation for healthcare Dosimetry and modelling
/ C E A L I S T O R G C H A R T
Director: Philippe Watteau
Associate Director, General Affairs:
Etienne Garderet
Communications Department:
Elisabeth Lefèvre-Remy
Administration and Finance Department:
Philippe Lecestre
Associate Director, Programs:
Jean-Marc Alexandre
Associate Director, Sales:
Laurent Disdier
Associate Director, Scientific Research:
Jean-Noël Patillon
Associate Director, Europe:
Gregorio Ameyugo
DACLEEmbedded Software
and Architecture Development Department:
Thierry Collette
DILSSoftware and Systems Engineering Department:
François Terrier
DIASIAmbient Intelligence
and Interactive Systems Department:
François Gaspard
DISCImaging and Simulation
for Testing and Inspection Department:
Clarisse Poidevin
DM2IMetrology, Instrumentation
and Information Department:
Mehdi Gmar
In 2015 LNHB (France’s national radiation metrology
lab) was integrated into the DM2I department.
48
2015 Activity Report
2015 Activity Report
49
CEA LIST org chart
50
2015 Activity Report
2015 Activity Report
51
CONTACT
CEA List: [email protected], +33 1 69 08 25 01
http://www-list.cea.fr
http://www.youtube.com/user/CEALISTinstitute
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