Expert Systems in Engineering Applications

Buch | Softcover

XVI, 383 Seiten

2011
Springer Berlin (Verlag)
9783642840500 (ISBN)

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Expert system technology is receiving increasing popularityand acceptance in the engineering community. This is due tothe fact that there actually exists a close match betweenthe capabilities of the current generation expert systemsand the requirements of engineering practice. Prepared by adistinguished team of experts, this book provides a balancedstate-of-the-art presentation of the design principles ofengineering expert systems, and a representative picture oftheir capabilities to assist efficiently the design,diagnosis and operation of complex industrial plants.Among the application areas covered are the following:hardware synthesis, industrial plant layout design, faultdiagnosis, process control, image analysis, computercommunication, electric power systems, intelligent control,robotics, and manufacturing systems. The book is appropriatefor the researcher and the professional. The researcher cansave considerable time in searching the scattered technicalinformation on engineering expert systems. The professionalcan have readily available a rich set of guidelines andtechniques that are applicable to a wide class ofengineering domains.

Expert system technology is receiving increasing popularity and acceptance in the engineering community. This book provides a balanced state-of-the-art presentation of te design principles of engineering expert systems, and a representative picture of their capabilities to assist efficiently the design, diagnosis and operation of complex industrial plants.

I General Issues.- 1 An Overview of Expert Systems.- 2 Knowledge Acquisition for Expert System Design.- 3 Synergy of Expert Systems, CAD, and Logic Programming.- II Expert Systems in Engineering Domains.- 4 Expert Systems for Automatic Hardware Synthesis.- 5 Expert System of Image Processing and its Application to LANDSAT Image Analysis.- 6 Self-Learning Expert System for Computer Communication Design.- 7 Application of Artificial Intelligence and Expert Systems in Power Engineering.- 8 A Knowledge-Based Approach to Verification and Improvement of Industrial Plan Layout Design.- III Expert Systems in Fault Diagnosis and Process Control.- 9 EXACT - an Expert System for Automobile Air-Conditioner Compressor Troubleshooting.- 10 Using Prototypical Knowledge in Classification-Based Expert Systems.- 11 Combined Control and Diagnosis for Complex Processes: An Intelligent Control Approach.- 12 Knowledge-Based Adaptive Identification for Process Control and Modelling.- IV Expert Systems in Robotics and Manufacturing.- 13 Knowledge Based (Expert) Systems for Intelligent Control Applications.- 14 Learning Expert System for Robot Skills.- 15 A Knowledge-Based Mechanical Assembly Planning System.- 16 Expert Systems in Manufacturing.- 17 Artificial Intelligence Concepts and Petri Nets for Modelling Simulation and Control of Flexible Manufacturing Systems.- 18 Expert Control Architectures for Production Planning and Control.- 19 Distributed Intelligent Control Systems for an Unmanned Manufacturing Cell.- V Expert Systems Catalogues.- 20 A Survey of Expert System Tools and Engineering-Based Expert Systems.

Erscheint lt. Verlag	21.12.2011
Zusatzinfo	XVI, 383 p. 15 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	609 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Artificial Intelligence • Control • Engineering Economics • Expertensysteme • Expert System • Expert Systems • Fabrikplanung • Image Analysis • Intelligence • Künstliche Intelligenz • Plant Design • Process Control • robot • Robotics
ISBN-13	9783642840500 / 9783642840500
Zustand	Neuware