smart cities builders are getting smart about construction industry · 2020-02-17 · smart cities...
Post on 26-May-2020
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Smart cities builders are getting smart about Construction Industry
Scott Fowlerscott.fowler@liu.sehttp://webstaff.itn.liu.se/~scofo47/
Department of Science and TechnologyMobile Telecommunications (MT)Linköping University (LiU), Norrköping Campus
International Conference on Smart City and Informatization (iSCI 2019),
International Conference on Dependability in Sensor, Cloud, and Big Data Systems and Applications (DependSys 2019),
International Workshop on Cyberspace Security (IWCSS 2019)
Outline
• Idea about the problems• Examples of Solutions• Usage of IoT devices• Example of Research• Security Problems
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One University-Three Cities
Stockholm
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Some Successful alumni
Some Views of the Campus
Wireless Telecommunication
CAN YOU HEAR ME NOW?lab notebook of X., RCA engineer, 1951
PhotophoneAlexander Graham Bell, 1880
1880 1951 up to Now
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Smart Cites--Why Smart Infrastructure?• Increasing capacity, efficiency, reliability and resilience.• More from existing assets.• Increased understanding of the performance of our
infrastructure will allow new infrastructure to be built.
Better performance, lower cost• More intelligent operation of mature networks• Longer life and more efficient operation for new Infrastructure• Better whole-life value
Why now?• Infrastructure maturity• Digital abundance• Innovation
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Src: FIRA, Finland
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Src: FIRA, Finland
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A few words on “digitalization” (and related terminology)Challenge: Information when/where it’s needed…
Information stored here (analog) …
… but needed here!
Src: FIRA, Finland
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The Smart Construction Site –The 5 Testbed Projects
Academic Partners: Linköping University (LiU) and Luleå University of Technology (LTU)http://webstaff.itn.liu.se/~scofo47/SCS/
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The Smart Construction Site –NCC“Automatic” delivery, dispatch & hand-over
Perspective 1: The interface
Perspective 1: The interface
Perspective 3: Construction site
The Smart Construction Site –NCC“Automatic” delivery, dispatch & hand-over
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The Smart Construction Site –NCC“Automatic” delivery, dispatch & hand-over
Effects of the use of smart delivery containers
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The Smart Construction Site –Peab/Cement“Smart Concrete”
Concrete Maturity
Limitations
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Limitations
• How well is the device connected?• What is the life of IoT device?• Where is the device located?• How reliable is the data of IoT device?• What are the best Data analytics?
• ASTM provides ‘general’ recommendations for datum temperature and activation energy values.
• High early-age temperatures will result in inaccurate predictions of long-term strength.
• Maturity assumes adequate curing is provided so it does not account for humidity conditions in the field.
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The aim is to create a workless (document less) workplace with stable and direct connection to supporting structures for the work.
The Smart Construction Site – Lindbäcks Byggand BoKlok“Paperless or Less Paper”
Mockups where incoming parties can review 2D, 3D, VR and BIM in a simpler environment during the development
A developed pedagogical package is planned to be communicated via consultants (Atea, HiQ)
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Example technology we look at in transform team- Cameras: Object recognition (AI)
AR/VR
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One connected construction site
Reality Capture
“The construction industry can save 20% of the cost of the construction process by collecting and syncing information to make it available on the mobile phone, thus providing smarter logistics solutions” -Martin Rudberg (Feb 2018)
Precision Construction Package
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• Giving the relevant information and
• Only the relevant information to the correct people
• Just on time in the proper format
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Digitalization on Site
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Example new of initiatives – Real time progress scanning
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Wireless Signals for seeing through walls
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Wireless Signals for seeing through walls
Scott Fowler and Gabriel George Baravdish and George Baravdish, “Imaging of Sparse Wireless Signal Reconstructions via Machine Learning”, IEEE International Conference on Communications (ICC'20)—Submitted
Scott Fowler and Gabriel George Baravdish and George Baravdish, “Compressed Sensing of Wireless Signals for Image Tensor Reconstruction”, IEEE Global Communications Conference (Globecom 2019)
Scott Fowler and George Baravdish and Martin Rudberg, “Optimizing Compressed Sensing for Seeing Through Walls Based on Wireless Signals”, IEEE Symposium on Computers and Communications (ISCC) (ISCC 2019)
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Wireless Signals for seeing through walls
Scott Fowler and Gabriel George Baravdish and George Baravdish, “Imaging of Sparse Wireless Signal Reconstructions via Machine Learning”, IEEE International Conference on Communications (ICC'20)—Submitted
Scott Fowler and Gabriel George Baravdish and George Baravdish, “Compressed Sensing of Wireless Signals for Image Tensor Reconstruction”, IEEE Global Communications Conference (Globecom 2019)
Scott Fowler and George Baravdish and Martin Rudberg, “Optimizing Compressed Sensing for Seeing Through Walls Based on Wireless Signals”, IEEE Symposium on Computers and Communications (ISCC) (ISCC 2019)
• Automized decision making– Machine Learning support
• Visualization, personalization and collection—Devices, Apps.
• Analytics– Data storage, Data format, Interfaces wo different systems
• Technology– VR/AR, Drones, Positioning, Monitoring
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Open Data Platform for Construction Industry
• Data Erasure: Sensitive data must be destroyed after the expiration date
• Scope & Retention: Sensitive data cannot be processed with a different goal than allowed
• Consent & Revocation: Must be asked for consents when organizations want to manage new pieces of their sensitive data. Additional, revocations of consents must be available
• Portability: Data sharing between different organizations must be carried out in compliance to the current regulation and the citizen’s preferences
• Anonymization: Relevant pieces of citizens’/employee sensitive data must be anonymous when they decide it.
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General Data Protection Regulation (GDPR)
The Smart, Connected Construction SiteSummary
Tech
nolo
gy fo
cus
Bus
ines
s &
pro
cess
focu
s
Digitaltransfor‐mation
Digitalization(operational processes)
Digitization anddigital infrastructure
(robust connections, digital data, automation, interfaces, etc.)
Dig
ital C
apab
ilitie
s
Digital Construction
Lunch Atop a Skyscraper’Break Time
Present Construction
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Lunch Atop a Skyscraper’Break Time
Digital Robotic Construction Workers
Future Construction Site
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Thank you for listening!!!
QuestionsMobile Telecommunication
The work has been supported by the strategic innovation programme Smart BuiltEnvironment, funded by Vinnova, Formas and Energimyndigheten of Sweden.http://webstaff.itn.liu.se/~scofo47/SCS/
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