Diagnosis of Process Nonlinearities and Valve Stiction: Data Driven Approaches

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

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"