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TECHNICAL MONITORING AND DIAGNOSTICS: INDISPENSABLE ELEMENT OF INTELLIGENT MANUFACTURING SYSTEMS

László Monostori, Zsolt János Viharos
  • Abstract:
    The application of pattern recognition techniques, expert systems, artificial neural networks, fuzzy systems and nowadays hybrid artificial intelligence techniques in manufacturing can be regarded as consecutive elements of a process started two decades ago. The paper outlines the most important steps of this process. Agent-based systems are highlighted as promising tools for managing complexity, changes and disturbances in production. Further integration of approaches is predicted.
  • Keywords:
    Technical monitoring and diagnostics, artificial intelligence, machine learning, intelligent manufacturing systems
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  • DOI:
    _unreg_wc-2006.TC10-005

Event details:

  • IMEKO TC:
  • Event name:
    XVIII IMEKO World Congress
  • Title:

    Metrology for a Sustainable Development

  • Place:
    Rio de Janeiro, BRAZIL
  • Time:
    17 September 2006 - 22 September 2006