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Data Mining and Knowledge Discovery for Process Monitoring and Control

Name: Data Mining and Knowledge Discovery for Process Monitoring and Control
Brand: Springer, Berlin
SKU: 01435145
Price: 40868 HUF
Availability: InStock
Author: Xue Z. Wang
ISBN: 9781852331375

Xue Z. Wang

Language

English

Book Hardback

Libristo code: 01435145

Publishers Springer, Berlin, November 1998

Modern computer-based control systems are able to collect a large amount of information, display it... Full description

Libristo code: 01435145

271 b

40 868 Ft

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Modern computer-based control systems are able to collect a large amount of information, display it to operators and store it in databases but the interpretation of the data and the subsequent decision making relies mainly on operators with little computer support. This book introduces developments in automatic analysis and interpretation of process-operational data both in real-time and over the operational history, and describes new concepts and methodologies for developing intelligent, state space-based systems for process monitoring, control and diagnosis. The book brings together new methods and algorithms from process monitoring and control, data mining and knowledge discovery, artificial intelligence, pattern recognition, and causal relationship discovery, as well as signal processing. It also provides a framework for integrating plant operators and supervisors into the design of process monitoring and control systems.