Descripción del proyecto
Tecnologías avanzadas para industrias inteligentes
La industria es el pilar fundamental de la economía europea. La tecnologías facilitadoras, como la inteligencia artificial (IA) y los gemelos digitales (GD), están impulsando un potencial de crecimiento enorme y dirigiendo la industria de nueva generación. Con la ayuda de estas tecnologías, el proyecto financiado con fondos europeos OPTIMAI tratará de lograr el equilibrio óptimo entre las opciones de producción fiables, rápidas y de bajo coste que tengan un gran impacto en la competitividad de un sector. Con este objetivo, los investigadores desarrollarán instrumentación de producción inteligente dotada de sensores con IA para tareas de supervisión y control de calidad. Los datos recopilados se analizarán con modelos de IA para detectar defectos en una fase temprana, identificar deficiencias en las primeras etapas del proceso y reconfigurar los parámetros de fabricación. A fin de optimizar la planificación de la producción, el proyecto la virtualizará por medio de gemelos digitales de los procesos y sensores.
Objetivo
"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."
Ámbito científico
- 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
Palabras clave
Programa(s)
Convocatoria de propuestas
Consulte otros proyectos de esta convocatoriaConvocatoria de subcontratación
H2020-NMBP-TR-IND-2020-singlestage
Régimen de financiación
IA - Innovation actionCoordinador
57001 Thermi Thessaloniki
Grecia