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Data Mining and Knowledge Discovery for Process Monitoring and Control
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Data Mining and Knowledge Discovery for Process Monitoring and Control

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المواصفات

الناشرSpringer; Softcover reprint of the original 1st ed. 1999 edition
رقم الكتاب المعياري الدولي 101447111370
الكاتبXue Z. Wang
اللغةEnglish
عدد الصفحات274 pages
رقم الكتاب المعياري الدولي 139781447111375
وصف الكتابModern 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.
تنسيق الكتابPaperback
تاريخ النشر11 October 2012
Data Mining and Knowledge Discovery for Process Monitoring and Control
Data Mining and Knowledge Discovery for Process Monitoring and Control
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