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Data Mining and Knowledge Discovery for Process Monitoring and Control (Paperback, Softcover reprint of the original 1st ed. 1999)
Loot Price: R2,782
Discovery Miles 27 820
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Data Mining and Knowledge Discovery for Process Monitoring and Control (Paperback, Softcover reprint of the original 1st ed. 1999)
Series: Advances in Industrial Control
Expected to ship within 10 - 15 working days
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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.
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