Dispatching Rule In a Fuzzy Rule Knowledge-Based System For Automated Manufacturing

• Autores: Juin-Han Chen, Yi-Sheng Wu
• Localización: International journal of the computer, the internet and management, ISSN 0858-7027, Vol. 16, Nº. 1 (ENE-ABR), 2008, págs. 53-60
• Idioma: inglés
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• Resumen

  • This study proposes a systematical scheme to form manufacturing fuzzy rule knowledge-based system and then to construct the dispatching fuzzy rules of jobs and vehicles in order to enhance manufacturing system operations. The manufacturing fuzzy rule knowledge-based system can assist production managers in response to the dynamics intelligently and rapidly. Owing to the quantizing qualitative information ability of fuzzy set theory, fuzzy rule knowledge-based systems are employed in exhibiting expert knowledge. The fuzzy neural network ANFIS (Adaptive network-based fuzzy inference systems) serve as learning mechanism to train the manufacturing fuzzy rule knowledge.