Process Identification using Nonlinear Programming Techniques
作者： Phani B. Sistu , B. Wayne Bequette
DOI: 10.23919/ACC.1990.4790994
关键词: Noise measurement 、 Nonlinear system 、 Dynamic programming 、 Measurement uncertainty 、 Optimal control 、 Control theory 、 Process control 、 Model predictive control 、 Mathematics 、 Nonlinear programming
摘要: A nonlinear programming approach is developed to estimate process variables and parameters in dynamic systems. This used for identification predictive control of a jacketed CSTR with deadtime on the measurements. Studies are performed that illustrate effects model structure uncertainty, parameter measurement noise uncertainty. estimation-based shown be superior without estimation.
sci-hub.se 参考文章(8)
B. Wayne Bequette, Process control using nonlinear programming techniques Lecture Notes in Control and Information Sciences. ,vol. 144, pp. 57- 66 ,(1990) , 10.1007/BFB0120028
T. Peterson, E. Hernandez, Y. Arkun, F.J. Schork, Nonlinear Predictive Control of a Semi Batch Polymerization Reactor by an Extended DMC american control conference. pp. 1534- 1539 ,(1989) , 10.23919/ACC.1989.4790430
Michael C. Wellons, Thomas F. Edgar, The generalized analytical predictor Industrial & Engineering Chemistry Research. ,vol. 26, pp. 1523- 1536 ,(1987) , 10.1021/IE00068A006
Shi Shang Jang, Babu Joseph, Hiro Mukai, Comparison of two approaches to on-line parameter and state estimation of nonlinear systems Industrial & Engineering Chemistry Process Design and Development. ,vol. 25, pp. 809- 814 ,(1986) , 10.1021/I200034A037
Carlos E. García, David M. Prett, Manfred Morari, Model predictive control: theory and practice—a survey Automatica. ,vol. 25, pp. 335- 348 ,(1989) , 10.1016/0005-1098(89)90002-2
J. E. Cuthrell, L. T. Biegler, On the optimization of differential-algebraic process systems Aiche Journal. ,vol. 33, pp. 1257- 1270 ,(1987) , 10.1002/AIC.690330804
Shi-Shang Jang, Babu Joseph, Hiro Mukai, On‐line optimization of constrained multivariable chemical processes Aiche Journal. ,vol. 33, pp. 26- 35 ,(1987) , 10.1002/AIC.690330105
Costas Kravaris, Raymond A. Wright, Deadtime compensation for nonlinear processes Aiche Journal. ,vol. 35, pp. 1535- 1542 ,(1989) , 10.1002/AIC.690350914