INTELLIGENT MODELING, DIAGNOSIS AND CONTROL OF MANUFACTURING PROCESSES

Inbunden, Engelska, 1992

2 383 kr

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Beskrivning

This volume demonstrates that the key to the modeling, diagnosis and control of the next generation manufacturing processes is to integrate knowledge-based systems with traditional techniques. An up-to-date study is given here of this relatively recent development.The book is for those working primarily with traditional techniques and those working in the knowledge-based systems field. Both sets of readers will find it to be a source of many specific ideas about the integration of knowledge-based systems with traditional techniques, and carrying a wealth of useful references.

Produktinformation

Utgivningsdatum:1992-08-01
Format:Inbunden
Språk:Engelska
Serie:SERIES IN AUTOMATION
Antal sidor:272
Förlag:World Scientific Publishing Co Pte Ltd
ISBN:9789810208172

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Recensioner i media

"This book can be taken as an introduction to the people who may not be familiar with these issues. It also provides some promotion to further research activities in this area." Pixin Zhang European Journal of Mechanics, 1994

Innehållsförteckning

Part 1 Knowledge-based statistical approach: chronological equipment diagnosis using evidence integration, N. Chang and C. Spanos; process control system for VLSI fabrication, E. Sachs et al. Part 2 Model-based approach: model-based plant diagnosis and control expert system, J. Suzuki et al; knowledge representation for multiple fault resolution and corrective action planning in chemical diagnosis, J. McDowell and J. Davies. Part 3 Machine learning and neural network approach: intelligent diagnosis systems for manufacturing using abductive technology, G. Mongermory et al; a connectionist approach to diagnostic problem solving, Y. Peng and J. Reggia; and others.