Promises and Limitations of Functional Expansions in Nonlinear Model-Based Control

作者: Kenneth R. Harris , Ahmet Palazoğlu

DOI: 10.1007/978-94-011-5094-1_12

关键词:

摘要: The application of functional expansion (FEx) models for the analysis and control nonlinear processes is reviewed. Nonlinear tools analogous to linear pole/zero frequency response concepts are presented, as well concept a nonlinearity measure. FEx model-based controllers developed based on internal model structure. Strengths weaknesses methods discussed, applied simulation example.

参考文章(30)
Frank Allgöwer, Definition and Computation of a Nonlinearity Measure IFAC Proceedings Volumes. ,vol. 28, pp. 257- 262 ,(1995) , 10.1016/S1474-6670(17)46840-6
K Kowalski, W-H Steeb, Nonlinear Dynamical Systems and Carleman Linearization WORLD SCIENTIFIC. ,(1991) , 10.1142/1347
Kenneth R. Harris, Ahmet Palazoglu, Model-based control of nonlinear processes via functional expansions european control conference. pp. 1957- 1962 ,(1997) , 10.23919/ECC.1997.7082391
Manfred Morari, Evanghelos Zafiriou, Robust process control ,(1988)
'Alī Hasan Nā'ifa, Introduction to perturbation techniques ,(1981)
S.A. Billings, K.M. Tsang, Spectral analysis for non-linear systems, Part II: Interpretation of non-linear frequency response functions Mechanical Systems and Signal Processing. ,vol. 3, pp. 341- 359 ,(1989) , 10.1016/0888-3270(89)90042-3
Andre M. Shaw, Francis J. Doyle, James S. Schwaber, A dynamic neural network approach to nonlinear process modeling Computers & Chemical Engineering. ,vol. 21, pp. 371- 385 ,(1997) , 10.1016/S0098-1354(96)00281-5
Luis F. Razón, Roger A. Schmitz, Multiplicities and instabilities in chemically reacting systems — a review Chemical Engineering Science. ,vol. 42, pp. 1005- 1047 ,(1987) , 10.1016/0009-2509(87)80055-6