Artificial Neural Networks for Intelligent Manufacturing

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DOI: 10.1007/978-94-011-0713-6

关键词: Process development execution systemIntelligent controlArtificial neural networkNeuro-fuzzyIntelligent decision support systemEngineeringControl engineeringComputer-integrated manufacturingScheduling (production processes)Agent architecture

摘要: Preface. Intelligent manufacturing: basic concepts and tools. manufacturing system. systems architecture design techniques. Basic artificial neural network architectures. Hybrid intelligent systems: tools for decision making in manufacturing. Neurocomputing organization co-ordination level applications. Conceptual problems. Machine-part family formation. Process planning. Scheduling. Automated assembly systems. Manufacturing feature identification. Vision based inspection. Performance analysis of methods. execution monitoring control. Adaptive control Fuzzy Neural networks continuous process diagnostics.

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