Diagnosis of Process Nonlinearities and Valve Stiction: Data Driven Approaches

by Ali Ahammad Shoukat Choudhury, Sirish L. Shah, Nina F. Thornhill

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Higher-Order Statistics.- Higher-Order Statistics: Preliminaries.- Bispectrum and Bicoherence.- Data Quality - Compression and Quantization.- Impact of Data Compression and Quantization on Data-Driven Process Analyses.- Nonlinearity and Control Performance.- Measures of Nonlinearity - A Review.- Linear or Nonlinear? A Bicoherence-Based Measure of Nonlinearity.- A Nonlinearity Measure Based on Surrogate Data Analysis.- Nonlinearities in Control Loops.-...

Format:Paperback

Language:English

ISBN:364209810X

ISBN13:9783642098109

Release Date:November 2010

Publisher:Springer

Length:286 Pages

Weight:0.96 lbs.

Dimensions:0.7" x 6.1" x 9.2"

Related Subjects

Engineering Technology

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Diagnosis of Process Nonlinearities and Valve Stiction: Data Driven Approaches

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