Data Mining and Knowledge Discovery for Process Monitoring and Control - Couverture rigide

Wang, Xue Z.

Couverture rigide

ISBN 10 : 1852331372 ISBN 13 : 9781852331375

Editeur : Springer London Ltd, 1999

Synopsis

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.

Détails de l'édition

• Éditeur: Springer London Ltd
• Date d'édition: 1999
• Langue: anglais
• ISBN 10: 1852331372
• ISBN 13: 9781852331375
• Reliure: Relié
• Nombre de pages: 251
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne