Cover image for Data mining and knowledge discovery for process monitoring and control
Title:
Data mining and knowledge discovery for process monitoring and control
Author:
Wang, Xue Z., 1963-
Personal Author:
Publication Information:
London ; New York : Springer, [1999]

©1999
Physical Description:
xviii, 251 pages : illustrations ; 24 cm.
Language:
English
ISBN:
9781852331375
Format :
Book

Available:*

Library
Call Number
Material Type
Home Location
Status
Central Library TS156.8 .W37 1999 Adult Non-Fiction Central Closed Stacks
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Summary

Summary

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.


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