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Michael Paulweber Public Pan-European Research and Innovation Strategies in the field of CPS and Embedded Intelligent Systems IEEE – 13 th System of Systems Engineering Conference - Paris June 22 nd , 2018

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Page 1: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber

Public

Pan-European Research and Innovation Strategies in the field of CPS and Embedded Intelligent Systems

IEEE – 13th System of Systems Engineering Conference - Paris

June 22nd, 2018

Page 2: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 2Public

§ Ageing population§ Global warming§ Air quality degradation§ Traffic congestion harm mobility of

citizens § Limited energy resources, § Mounting insecurity

Societal Challenges

McKinsey:“ … digitalisation will potentially add 1 trillion EUR to the GDP in Europe as our

daily lives and economies become increasingly dependent on digitaltechnologies …”

Digitalization

Page 3: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 3Public

Digitalization Helps Solve Challenges

Societal Challenges

Smart applications

§ Transport & Smart Mobility

§ Smart Health§ Digital Life§ Smart Production

Technology

§ Business models§ Software§ Sensors &

Systems§ Micro /

Nanotechnology

Page 4: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 4Public

Digitalization Helps Solve Challenges

Technology

§ Business models§ Software§ Sensors &

Systems§ Micro /

Nanotechnology

System & Sensors§ Miniaturized systems§ Advanced sensors§ Advanced HMI

Software & Business Models § Services instead of products§ Autonomy§ Virtualization§ Software elasticity§ Artificial intelligence

Nanotechnology§ Falling cost of all

semiconductors§ Ubiquitous and powerful

connectivity§ Efficient power

management

Page 5: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 5Public

Electronic Components & Digital Intelligence

HW MODULES, SENSORS SW MODULES

Page 6: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 6Public

HW MODULES, SENSORS SW MODULES

Digitalization Combines Three Aspects

Micro/Nano Components

Economy of scale

Application:

Agility

SW Framework

Openness,

§ Domain specific§ Integrated in

mechanical/chemical systems

§ Eco-System§ No production

§ Supply-Chain§ Production systems

Page 7: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 7Public

Electronics Components and Systems with Digital Intelligence for European Leadership

Page 8: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 8Public

Vision for automated driving§ Personal mobility for citizens of all

ages§ More personal time§ Vision: fatality free mobility§ Better usage of scarce resource

roads and streets§ Shared mobility

Page 9: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 9Public

Gradual Introduction of Automated Vehicles

Low velocity in structured

environment

High velocity in structured

environment

Unstructured environmentExisting

auto

nom

ous

Source: International Organization of Motor Vehicle Manufacturers, ITS/AD-04-14, Berlin, June 2015

Page 10: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 10Public

Artificial Intelligence is new Game Changer

Global Revenue with Artificial Intelligence

Source:

Page 11: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 11Public

Building blocks of automated driving

FusionMulti-sensor dataPower computing

Cognitive data

Perception

Vehicle control

Processing and decision-making

Sensors &

ConnectivityRadar, Camera

Lidar, GPS, Maps, G5, 5G, ..…

SuspensionSteering

TransmissionAcceleration Braking

DecisionDecision-makingDriver interface

Driver-car hand-off

Path planingSelection of

optimal route

HD 3D Maps

Perception

Page 12: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 12Public

Page 13: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 13Public

How to make sure that the automated vehicle behaves correctly in EVERY situation?

Main Question

Page 14: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 14Public

Complex system

SoS Challenges

Weather conditions

Traffic situations

Driver behavior

Road conditions

In a complex environment

Page 15: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 15Public

Coverage Challenge

Conventional validation on the road

~ 100M Km to prove that the automated vehicle is as safe as a manually driven vehicles one

Simulation for more scalable validation

Challenge: Smart selection of test scenarios and parameter variations

Page 16: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 16Public

Test distribution challenge

Identify critical regionsScalable simulation environment

Office LAB/HiL Rig

Virtual World Real World

DIL

Validation using more detailed models

Page 17: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber | ITS R&T | 22 Juni 2018 | 17Public

ECSEL Lighthouse Initiative: MOBILITY4.E

Collection of ECSEL and Non-ECSEL Research projects in Initiative

LIASE (Lighthouse Initiative Advisory Service) & ECSEL Governing Board§ Industry and Public Experts§ Implementation SRA and Roadmap

Other none-technical stakeholders§ Legislation§ Standardization§ Domain specific bodies

Autodrive(Fail operational)

ENABLE-S3(Validation process)

Robustsense(Sensing in harsh conditions)

3CCar(Connected vehicles)

TrustVehicle(Homolotation)

AscertAIn-S3(AI validation, homologation)

Pegasus(Scenario Lib)

Dense(24/7 sensors)

SetLevel4to5(Level 4 and 5)

Silverstream(User Experience)

V&V(Road testing)

§ Knowledge exchange

§ Networking§ Implementation

of strategic research agenda

Page 18: Pan-European Research and Innovation Strategies in …sosengineering.org/2018/wp-content/uploads/2014/07/2018-06-22-SOS… · § Artificial intelligence ... Driver-car hand-off Path

Michael Paulweber

Public