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
Download:
PWC-2006-TC10-005u.pdf
DOI:
-
Event details
Event name:
XVIII IMEKO World Congress
Title:

Metrology for a Sustainable Development

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