Data Mining and Knowledge Discovery for Process Monitoring and Control

Auteur: X.Z. Wang
Taal: Engels
Data Mining and Knowledge Discovery for Process Monitoring and Control
Uitgever: Springer London
  • Engels
  • Hardcover
  • 9781852331375
  • Druk: 1999 ed.
  • oktober 1999
  • 251 pagina's
Alle productspecificaties

Samenvatting

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.

Productspecificaties

Inhoud

Taal
Engels
Bindwijze
Hardcover
Druk
1999 ed.
Verschijningsdatum
1999-10-15
Aantal pagina's
251 pagina's
Illustraties
Nee

Betrokkenen

Auteur
X.Z. Wang X.Z. Wang
Co-auteur
X.Z. Wang
Uitgever
Springer London

EAN

EAN
9781852331375

Overige kenmerken

Extra groot lettertype
Nee
NUR code
950
Oorspronkelijke releasedatum
1999-10-15
Thema Subject Code
UN

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