Descrizione del progetto
Tecnologia avanzata per industrie intelligenti
L’industria è la spina dorsale dell’economia europea. Tecnologie abilitanti come l’intelligenza artificiale e i gemelli digitali stanno alimentando un notevole potenziale di crescita e determinando la prossima generazione industriale. Utilizzando queste tecnologie, il progetto OPTIMAI, finanziato dall’UE, cercherà di trovare un equilibrio ottimale tra varie scelte produttive veloci, economiche e affidabili che abbiano un grande impatto sulla competitività di un’industria. A tal fine, il progetto svilupperà una strumentazione intelligente di produzione con sensori abilitati all’intelligenza artificiale per l’ispezione e il monitoraggio della qualità. Utilizzando i modelli di intelligenza artificiale, i dati raccolti saranno analizzati per individuare precocemente i difetti, identificare le carenze a monte e riconfigurare i parametri di produzione. Per ottimizzare la pianificazione della produzione, il progetto virtualizzerà la produzione utilizzando gemelli digitali di processi e sensori.
Obiettivo
"There is a common saying in industry, and more generally in engineering ""fast, cheap, reliable, choose two out of three"". This saying captures the trade-off between resources, production time, quality and performance that are inherent in every manufacturing process. Conceptually, different points on this ""Paretto front"" correspond to different production choices and directly affect the competitiveness of an industry. OPTIMAI aims to redefine and optimize this Pareto front through integrating several enabling technologies in a common framework.
The starting point for OPTIMAI is the smart instrumentation of production with AI-enabled sensors for quality inspection and monitoring, integrated on a secure middleware layer. To ensure data integrity and traceability, OPTIMAI foresees distributed ledger technology combined with a cyber-security module. Collected data are analysed using AI models for the early detection of defects and upstream causes of deficiencies. OPTIMAI also explores the virtualization of production using digital twins of processes and sensors that combined with AI models trained on production data, form a simulation engine for exploring production scenarios and optimizing production planning. Another innovative point is the rapid reconfiguration of production equipment via automated feedback from quality control results or via a context aware Augmented Reality ecosystem for fast and informed decision making.
At the same time OPTIMAI put emphasis on establishing a comprehensive ethics and regulatory framework for the deployment of its technology realizing that a production line is a workplace and as such concerns related to privacy, protection of human rights and safety have to be carefully addressed before any kind of technology is adopted. OPTIMAI foresees an extended pilot phase on three industrial sites covering a representative sample of European industry in order to maximize its impact and facilitate commercial uptake."
Campo scientifico
Not validated
Not validated
- engineering and technologymechanical engineeringmanufacturing engineering
- engineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsensors
- social scienceseconomics and businesseconomicsproduction economics
- social scienceslawhuman rights
- natural sciencescomputer and information sciencessoftwaresoftware applicationssimulation software
Parole chiave
Programma(i)
Invito a presentare proposte
Vedi altri progetti per questo bandoBando secondario
H2020-NMBP-TR-IND-2020-singlestage
Meccanismo di finanziamento
IA - Innovation actionCoordinatore
57001 Thermi Thessaloniki
Grecia