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 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.
| Web resources: |
https://star-ai.eu/
- Project website
https://cordis.europa.eu/project/id/956573 |
| Start date: | 01-01-2021 |
| End date: | 31-12-2023 |
| Total budget - Public funding: | 5 999 253,00 Euro - 5 999 253,00 Euro |
| Twitter: | @starAI_eu |
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Original description
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.
Status
SIGNEDCall topic
ICT-38-2020Update Date
27-10-2022
28/12/23 - 10:49
MARKET by STAR: the insights on the current trends, success stories and future developments related to Safe and Trusted Human-Centric Artificial Intelligence in Manufacturing
With the growth and improvement of production automation in manufacturing, Artificial Intelligence (AI) systems must be safe, trusted, and secure, even when operating in dynamic, unstructured and unpredictable environments. In this regard, one of the STAR project goals is to research and make available new technologies to enable standard-based, secure, safe, reliable and trusted human-centric AI systems in manufacturing environments.
MARKET by STAR is the entry point where all the interested visitors can consult the information representing the results of the project at one place along with the broad range of additional resources and services related to trustworthy Artificial Intelligence in manufacturing.
Visit MARKET by STAR: https://www.market.star-ai.eu/
27/09/23 - 11:35
“Trusted Artificial Intelligence in Manufacturing”STARs Open Access Book reaches more than 40.000 downloads
The STAR Open Access Book “Trusted Artificial Intelligence in Manufacturing” reached more than 40.000 downloads.
This book is co-authored by the STAR consortium members and provides a review of technologies, techniques and systems for trusted, ethical, and secure AI in manufacturing.
The different chapters of the book cover systems and technologies for industrial data reliability, responsible and transparent artificial intelligence systems, human centered manufacturing systems such as human-centred digital twins, cyber-defence in AI systems, simulated reality systems, human robot collaboration systems, as well as automated mobile robots for manufacturing environments.
Check out our Open Access Book and other publications at https://star-ai.eu/publications.
27/09/23 - 11:34
STAR Results in Brief article published on CORDIS!
We are excited to announce that the STAR Results in Brief article has been published under the Results Pack on human-centric manufacturing on the CORDIS website at:
https://cordis.europa.eu/article/id/445276?WT.mc_id=exp
The article, titled "People-first approach helps build trust in manufacturing AI" is provided in six languages (DE, EN, ES, FR, IT, PL). It explains how the STAR project uses human-centric design to build safe and reliable technologies. It explains the risks and challenges in enhancing the intelligence of manufacturing processes and the benefits of trust-building AI systems. The article focuses on the novel AI technologies evaluated and validated in three pilots for both technical and social performance – in particular, their trustworthiness.
Enjoy reading!
The full Results Pack can be found here:
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| INTRASOFT INTERNATIONAL (BE) (Coördinator)
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| ARTHUR'S LEGAL BV
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| Cranfield University
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| DWF GERMANY RECHTSANWALTSGESELLSCHAFT MBH (DWF)
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| Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)
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