Expected Results

The AI-PROFICIENT enabling technologies and concepts of AI-PROFICIENT solution are the following:

  • SMART COMPONENTS FOR EMBEDDED AI AT SYSTEM EDGE
  • IIOT FOR SMART COMPONENT INTEGRATION AND INTEROPERABILITY
  • AI PROGNOSTICS FOR SYSTEM DEGRADATION AND HEALTH STATE ASSESSMENT
  • AI ENABLED DECISION-MAKING FOR QUALITY ASSURANCE
  • SEMANTIC LIFTING AND MODEL AGNOSTIC TECHNIQUES FOR XAI
  • HYBRID DIGITAL TWINS AND PROCESS MODELLING
  • GENERATIVE OPTIMISATION OF PRODUCTION PROCESSES (HUMAN IN THE LOOP)
  • ROLE-SPECIFIC VISUALIZATION FOR TRANSPARENT AI DECISION SUPPORT
  • “ETHICS BY DESIGN” APPROACH

To demonstrate the effectiveness and flexibility of the overall concept, the AI-PROFICIENT solution will be fully integrated, deployed and validated in three different operation environments provided by two manufacturing enterprises, CONTINENTAL and INEOS. In collaboration with their plant operators, AI-PROFICIENT will ensure the end-user engagement throughout the project lifetime, considering requirements specification, deployment and validation, as well as development of recommendations for ethical principles for trustworthy AI in manufacturing domain.