Nonlinear model predictive control using parameter varying BP-ARX combination model

References

• Akesson , BM , Toivonen , HT , Waller , JB and Nystrom , RH . 2005 . Neural Network Approximation of a Nonlinear Model Predictive Controller Applied to a pH Neutralization Process . Computers and Chemical Engineering , 29 : 323 – 335 .
   Web of Science ®Google Scholar
• Bai , E-W . 2003 . Frequency Domain Identification of Hammerstein Models . IEEE Transactions on Automatic Control , 48 : 530 – 542 .
   Web of Science ®Google Scholar
• Chen, W.H. (2003), ‘Closed-form Nonlinear MPC for Multivariable Nonlinear Systems with Different Relative Degree’, in Proceedings of American Control Conference, pp. 4887–4892.
   Google Scholar
• Chow , C-M , Kuznetsov , AG and Clark , DW . 1995 . Application of Generalised Predictive Control to the Paper Machine Benchmark . Control Engineering Practice , 3 : 1483 – 1486 .
   Web of Science ®Google Scholar
• Clarke , DW , Mohtadi , C and Tuffs , PS . 1987 . Generalized Predictive Control – Part I. The Basic Algorithm . Automatica , 23 : 137 – 148 .
   Web of Science ®Google Scholar
• Cutler, C.R., and Ramaker, B.L. (1980), ‘Dynamic Matrix Control – A Computer Control Algorithm’, in Proceedings of the Joint Automatic Control Conference, pp. WP5–B.
   Google Scholar
• Edgar , CR and Postlethwaite , BE . 2000 . MIMO Fuzzy Internal Model Control . Automatica , 36 : 867 – 877 .
   Web of Science ®Google Scholar
• Gomez , JC , Jutan , A and Baeyens , E . 2004 . Wiener Model Identification and Predictive Control of a pH Neutralisation Process . Proceedings of the IEE Control Theory and Applications , 151 : 329 – 338 .
   Web of Science ®Google Scholar
• Haeri , M and Beik , HZ . 2005 . Application of Extended DMC for Nonlinear MIMO Systems . Computers and Chemical Engineering , 29 : 1867 – 1874 .
   Web of Science ®Google Scholar
• Hu , Q and Rangaiah , GP . 1999 . Adaptive Internal Model Control of Nonlinear Processes . Chemical Engineering Science , 54 : 1205 – 1220 .
   Web of Science ®Google Scholar
• Ljung , L . 2002 . System Identification: Theory for the User, , 2nd , Beijing : Tsinghua University Press .
   Google Scholar
• Moon , S-M , Clark , RL and Cole , DG . 2005 . The Recursive Generalized Predictive Feedback Control: Theory and Experiments . Journal of Sound and Vibration , 279 : 171 – 199 .
   Web of Science ®Google Scholar
• Morari , M and Lee , JH . 1999 . Model Predictive Control: Past, Present and Future . Computers and Chemical Engineering , 23 : 667 – 682 .
   Web of Science ®Google Scholar
• Palma , FD and Magni , L . 2004 . A Multi-model Structure for Model Predictive Control . Annual Reviews in Control , 28 : 47 – 52 .
   Web of Science ®Google Scholar
• Pearson , RK . 2003 . Selecting Nonlinear Model Structures for Computer Control . Journal of Process Control , 13 : 1 – 26 .
   Web of Science ®Google Scholar
• Pearson , RK and Pottmann , M . 2000 . Gray-box Identification of Block Oriented Nonlinear Models . Journal of Process Control , 10 : 301 – 315 .
   Web of Science ®Google Scholar
• Perez, E., Blasco, X., Garcia-Nieto, S., and Sanchis, J. (2006), ‘Diesel Engine Identification and Predictive Control using Wiener and Hammerstein Models’, in IEEE International Conference on Control Applications, CCA 2006, pp. 2417–2423.
   Google Scholar
• Piche , S , Sayyar-Rodsari , B , Johnson , D and Gerules , M . 2000 . Nonlinear Model Predictive Control using Neural Networks . IEEE Control Systems Magazine , 20 : 53 – 62 .
   Web of Science ®Google Scholar
• Qin , SJ and Badgwell , TA . 2003 . A Survey of Industrial Model Predictive Control Technology . Control Engineering Practice , 11 : 733 – 764 .
   Web of Science ®Google Scholar
• Rawlings , JB . 2000 . Tutorial Overview of Model Predictive Control . IEEE Control Systems Magazine , 20 : 38 – 52 .
   Web of Science ®Google Scholar
• Richalet , J . 1993 . Industrial Applications of Model-based Predictive Control . Automatica , 29 : 1251 – 1274 .
   Web of Science ®Google Scholar
• Richalet , J , Rault , A , Testud , JL and Papon , J . 1978 . Model Predictive Heuristic Control: Applications to Industrial Processes . Automatica , 14 : 413 – 428 .
   Web of Science ®Google Scholar
• Roubos , JA , Mollov , S , Babuska , R and Verbruggen , HB . 1999 . Fuzzy Model-based Predictive Control using Takagi-Sugeno Models . International Journal of Approximate Reasoning , 22 : 3 – 30 .
   Web of Science ®Google Scholar
• Wienewski , PA and Doyle , FJ III . 1998 . Control Structure Selection and Model Predictive Control of the Weyerhaeuser Digester Problem . Journal of Process Control , 8 : 487 – 495 .
   Web of Science ®Google Scholar
• Yang, J. (2007), ‘Study on Nonlinear Model Predictive Control Algorithm based on Combination Model and its Application’, Ph.D. thesis, Department of Control Science and Engineering, Zhejiang University.
   Google Scholar
• Yang , J , Zhao , J , Qian , J and Niu , J . 2008 . Adaptive Nonlinear Model Predictive Control for a Class of Multivariable Chemical Processes . Journal of Chemical Industry and Engineering (China) , 59 : 934 – 940 .
   Google Scholar
• Zhao , W-X and Chen , H-F . 2006 . Recursive Identification for Hammerstein System with ARX Subsystem . IEEE Transactions on Automatic Control , 51 : 1966 – 1974 .
   Web of Science ®Google Scholar