Explainable Manufacturing Artificial Intelligence

XMANAI

Explainable Manufacturing Artificial Intelligence
Moving from ‘black box’ to ‘glass box’: What is artificial intelligence (AI) and how does it work? For many people, these questions are not easy to answer: this is due to the fact that many machine learning and deep learning algorithms cannot be examined after their execution. The EU-funded XMANAI project will focus on explainable AI, a concept that contradicts the idea of the ‘black box’ in machine learning, where even the designers cannot explain why the AI reaches at a specific decision. XMANAI will carve out a ‘human-centric’, trustful approach that will be tested in real-life manufacturing cases. The aim is to transform the manufacturing value chain with ‘glass box’ models that are explainable to a ‘human in the loop’ and produce value-based explanations.
Status
Active
Start Date
End Date
Type
European
Responsible
Theodore Dalamagas
Partners
1. TXT E-SOLUTIONS SPA (TXT)
2. FRAUNHOFER GESELLSCHAFT ZUR
FÖRDERUNG DER ANGEWANDTEN FORSCHUNG
E.V. (Fraunhofer)
3. TYRIS SOFTWARE SL (TYRIS)
4. POLITECNICO DI MILANO (POLIMI)
5. AIDEAS OU (AIDEAS)
6. SUITE5 DATA INTELLIGENCE SOLUTIONS
LIMITED (SUITE5)
7. ASOCIACION DE EMPRESAS TECNOLOGICAS
INNOVALIA (INNOVALIA)
8. ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES
TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS (ATHENA R.C.)
9. KNOWLEDGEBIZ CONSULTING-SOCIEDADE DE CONSULTORIA EM
GESTAO LDA (KBIZ)
10. WHIRLPOOL EMEA SPA (WHR)
11. FORD ESPANA SL (FORD)
12. GIOUMPITEK MELETI SCHEDIASMOS YLOPOIISI KAI POLISI ERGON
PLIROFORIKIS ETAIREIA PERIORISMENIS EFTHYNIS (UBITECH)
13. DEEP BLUE SRL (DBL)
14. UNIMETRIK SA (UNIMETRIK)
15. CNH INDUSTRIAL ITALIA SPA (CNH)