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Bücher Englische Bücher Soft Sensors for Monitoring and Control of Industrial Processes
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Soft Sensors for Monitoring and Control of Industrial Processes
Luigi Fortuna, Salvatore Graziani, Alessandro Rizzo, Maria Gabriella Xibilia (Broschiert, Englisch)
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Beschreibung
focussed on the key steps in soft sensor design: data selection; model structure selection and model validation, respectively. Extensions to the basic steps of soft sensor design, namely soft sensor performance enhancement and the modifications needed to facilitate different industrial process applications follow in Chapter 7 and 8, respectively. Widening the applications range and role of soft… sensors to fault detection and sensor validation configurations is dealt with in Chapter 9. A great strength of Soft Sensors for Monitoring and Control of Industrial Processes is the use, throughout the text, of a set of industrial case studies to demonstrate the successes and drawbacks of the different methods used to create soft sensor models. A number of different methods may be used in each separate step of the soft sensor design process and the industrial case studies are often used to provide explicit comparisons of the performance of these methods. The industrial control and process engineer will find these comparison exercises invaluable illustrations of the sort of results that might be found in industrial applications. The monograph also highlights the importance of using knowledge from industrial experts and from the existing industrial process literature. This is an important aspect of industrial control that is not very widely acknowledged or taught in control courses. Most industrial processes have already generated a significant experimental knowledge base and the control engineer should develop ways of tapping into this valuable resource when designing industrial control schemes. 192,59 €
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Technische Daten
Erscheinungsdatum
21.10.2010
Sprache
Englisch
EAN
9781849966085
Herausgeber
Springer London
Serien- oder Bandtitel
Advances in Industrial Control
Sonderedition
Nein
Autor
Luigi Fortuna, Salvatore Graziani, Alessandro Rizzo, Maria Gabriella Xibilia
Seitenanzahl
271
Auflage
1
Einbandart
Broschiert
Schlagwörter
Control Applications, Data Mining, Fuzzy, Fuzzy Logic, Nonl, Process Control, Process Engineering, Virtual Sensors, artificial intelligence, communication, control engineering, fuzzy systems, intelligence, robot, robotics
Thema-Inhalt
TGP - Fertigungstechnik und Ingenieurwesen
TJFM - Regelungstechnik
UX - Angewandte Informatik
TDC - Industrielle Chemie und Chemietechnologie
TJK - Nachrichtententechnik, Telekommunikation
UYQ - Künstliche Intelligenz
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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