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Soft Sensors for Monitoring and Control of Industrial Processes

The non-linear behaviour exhibited by many industrial processes can be usefully modelled with the techniques of computational intelligence: neural networks; fuzzy systems and nonlinear partial least squares.

Soft Sensors for Monitoring and Control of Industrial Processes underlines the real usefulness of each approach and the sensitivity of the individual steps in soft-sensor design to the choice of one or the other. Design paths are suggested and readers shown how to evaluate the effects of their choices. All the case studies reported, resulting from collaborations between the authors and a number of industrial partners, raised challenging soft-sensor-design problems. The applications of soft sensors presented in this volume are designed to cope with the whole range from measuring system backup and what-if analysis through real-time prediction for plant control to sensor diagnosis and validation. Some of the soft sensors developed here are implemented on-line at industrial plants.

Features:

* soft-sensor design;

* advice on data selection and choice of model structure;

* model validation;

* strategies for the improvement of soft-sensor performance;

* uses of soft sensors in fault detection and sensor validation;

* soft sensors in use in industrial applications such as a debutanizer column and a sulfur recovery unit.

This monograph guides interested readers – researchers, graduate students and industrial process technologists – through the design of their own soft sensors. It is self-contained with full references and appraisal of existing literature and data sets for some of the case studies can be downloaded from springer.com.

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	Security/Hacking IP Network-based Multi-agent Systems for Industrial Automation: Information Management, Condition Monitoring and Control of Pow David P. Buse, Qing-Hua Wu, "IP Network-based Multi-agent Systems for Industrial Automation: Information Management, Condition Monitoring and Control of Power Systems"Springer \| ISBN 1846286468 \| December 28, 2006 \| 187 Pages \| PDF \| 2.2MBA ...
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	Science/Engineering Simulation of Industrial Processes for Control Engineers (reload) Philip J Thomas, "Simulation of Industrial Processes for Control Engineers "Butterworth-Heinemann \| 1999-07-28 \| ISBN: 0750641614 \| 390 pages \| PDF \| 24.2 MbComputer simulation is the key to comprehending and controlling the full-scale indu ...

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	Security/Hacking IP Network-based Multi-agent Systems for Industrial Automation: Information Management, Condition Monitoring and Control of Pow David P. Buse, Qing-Hua Wu, "IP Network-based Multi-agent Systems for Industrial Automation: Information Management, Condition Monitoring and Control of Power Systems"Springer \| ISBN 1846286468 \| December 28, 2006 \| 187 Pages \| PDF \| 2.2MBA ...
	Science/Engineering Soft Sensors for Monitoring and Control of Industrial Processes (Advances in Industrial Control) ===Control相关链接===Simulation-based Algorithms for Markov Decision...[2007/0929]Robust Control: The Parametric Approach/Book an...[2007/0928]Process Control: The Passive Systems Approach (...[2007/0927]Numerical Methods for Linear Control ...
	Simulation of Industrial Processes for Control Engineers Philip J Thomas, "Simulation of Industrial Processes for Control Engineers "Butterworth-Heinemann \| ISBN: 0750641614 \| 390 pages \| PDF \| 22,3 MbIt is rare to find a modern engineering textbook which combines theory and practice to such a ...
	Science/Engineering Advanced Control of Industrial Processes: Structures and Algorithms Piotr Tatjewski, "Advanced Control of Industrial Processes: Structures and Algorithms" Springer \| 2006 \| ISBN: 1846286344 \| 332 pages \| PDF \| 5,6 MB Advanced Control of Industrial Processes presents the concepts and algorithms of advanc ...
	Science/Engineering Simulation of Industrial Processes for Control Engineers {Repost} Simulation of Industrial Processes for Control Engineers Butterworth-Heinemann \| 1999-07-28 \| ISBN: 0750641614 \| 390 pages \| PDF \| 22,3 MbComputer simulation is the key to comprehending and controlling the full-scale industrial plant used ...
	Science/Engineering Simulation of Industrial Processes for Control Engineers (reload) Philip J Thomas, "Simulation of Industrial Processes for Control Engineers "Butterworth-Heinemann \| 1999-07-28 \| ISBN: 0750641614 \| 390 pages \| PDF \| 24.2 MbComputer simulation is the key to comprehending and controlling the full-scale indu ...

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