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Safe and Trusted Human Centric Artificial Intelligence in Future Manufacturing Lines

Objective

AI systems in industrial plants must be safe, trusted and secure, even when operating in dynamic, unstructured and unpredictable environments. STAR is a joint effort of AI and digital manufacturing experts towards enabling the deployment of standard-based secure, safe reliable and trusted human centric AI systems in manufacturing environments. STAR will research and make available to novel technologies that will enable AI systems to acquire knowledge in order to take timely and safe decisions in dynamic and unpredictable environments. Moreover, it will research technologies that enable AI systems to confront sophisticated adversaries and to remain robust against security attacks. STAR’s will research and integration leading edge AI technologies with wide applicability in manufacturing environments, including:
•Active learning systems that boost safety and accelerate the acquisition of knowledge.
•Simulated reality systems that accelerate Reinforcement Learning (RL) in human robot collaboration scenarios.
•Explainable AI (XAI) systems that boost the transparency of industrial systems and increase the trust on them.
•Human Centric digital twins enabling worker monitoring for safer and trustful production processes.
•Advanced RL techniques for optimal navigation of mobile robots and for the detection of safety zones in industrial plants.
•Cyber-defence mechanisms for sophisticated poisoning and evasion attacks against deep neural networks operating over industrial data.
These technologies will be validated in challenging scenarios in manufacturing lines in the areas of quality management, human robot collaboration and AI-based agile manufacturing. STAR will eliminate security and safety barriers against deploying sophisticated AI systems in production lines. The results will be fully integrated into existing EU-wide initiatives (EFFRA, AI4EU), as a means of enabling researchers and the European industry to deploy and leverage advanced AI solutions in production lines.

Field of science

  • /social sciences/educational sciences/pedagogy/active learning
  • /natural sciences/computer and information sciences/artificial intelligence/computational intelligence
  • /natural sciences/computer and information sciences/artificial intelligence/machine learning/reinforcement learning
  • /social sciences/economics and business/economics/production economics

Call for proposal

H2020-ICT-2020-1
See other projects for this call

Funding Scheme

RIA - Research and Innovation action

Coordinator

INTRASOFT INTERNATIONAL
Address
Place Du Champ De Mars 5/10
1050 Bruxelles
Belgium
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
EU contribution
€ 708 750

Participants (14)

THALES SIX GTS FRANCE SAS
France
EU contribution
€ 535 810
Address
Avenue Des Louvresses 4
92230 Gennevilliers
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
PHILIPS CONSUMER LIFESTYLE BV
Netherlands
EU contribution
€ 454 250
Address
High Tech Campus 5
5656 AE Eindhoven
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
SIEMENS SRL
Romania
EU contribution
€ 280 000
Address
Bdul Preciziei 24 Imobil H3 Etaj 3-5 Sector 6
062204 Bucuresti
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
IBER-OLEFF - COMPONENTES TECNICOS EM PLASTICO SA
Portugal
EU contribution
€ 406 250
Address
Parque Industrial Manuel Da Mota Lotes 10/18
3100 354 Pombal
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
GFT ITALIA SRL
Italy
EU contribution
€ 285 000
Address
Via Sile 18
20139 Milano
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
DEUTSCHES FORSCHUNGSZENTRUM FUR KUNSTLICHE INTELLIGENZ GMBH
Germany
EU contribution
€ 528 750
Address
Trippstadter Strasse 122
67663 Kaiserslautern
Activity type
Research Organisations
INSTITUT JOZEF STEFAN
Slovenia
EU contribution
€ 507 625
Address
Jamova 39
1000 Ljubljana
Activity type
Research Organisations
SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA
Switzerland
EU contribution
€ 403 000
Address
Stabile Le Gerre
6928 Manno
Activity type
Higher or Secondary Education Establishments
CRANFIELD UNIVERSITY
United Kingdom
EU contribution
€ 265 000
Address
College Road
MK43 0AL Cranfield - Bedfordshire
Activity type
Higher or Secondary Education Establishments
UNIVERSITY OF PIRAEUS RESEARCH CENTER
Greece
EU contribution
€ 403 637,50
Address
Gr. Lampraki 122
185 32 Piraeus
Activity type
Higher or Secondary Education Establishments
GIOUMPITEK MELETI SCHEDIASMOS YLOPOIISI KAI POLISI ERGON PLIROFORIKIS ETAIREIA PERIORISMENIS EFTHYNIS
Greece
EU contribution
€ 355 000
Address
Mithridatou 36-38
11632 Athina
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
R2M SOLUTION SRL
Italy
EU contribution
€ 285 000
Address
Via Fratelli Cuzio 42
27100 Pavia
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
UNPARALLEL INNOVATION LDA
Portugal
EU contribution
€ 404 931,25
Address
Rua Das Lendas Algarvias Lote 123
8500-794 Portimao
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
DWF GERMANY RECHTSANWALTSGESELLSCHAFT MBH
Germany
EU contribution
€ 176 250
Address
Habsburgerring 2
50674 Cologne
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)