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Data Mining and Knowledge Discovery for Process Monitoring and Control (Advances in Industrial Control) by Xue Z. Wang BEng, MSc, PhD (auth.) is a nonfiction available to read on EtoBox.

What is Data Mining and Knowledge Discovery for Process Monitoring and Control (Advances in Industrial Control) about?

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. The topics covered include • a fresh look at current systems for process monitoring, control and diagnosis • a framework for developing intelligent, state-space-based systems • a review of data mining and knowledge discovery • data preprocessing for feature ex

Who reads Data Mining and Knowledge Discovery for Process Monitoring and Control (Advances in Industrial Control)?

Author

Xue Z. Wang BEng, MSc, PhD (auth.)

Publisher

Springer-Verlag London

Published

1999

Language

EN

ISBN

9781852331375

Category

nonfiction

Subjects

Computer Science, Engineering, Science