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Volumn 16, Issue 1, 2006, Pages 7-26

Soft computing in model-based predictive control

Author keywords

Fuzzy systems; Model predictive control; Neural networks; Nonlinear systems; Process control

Indexed keywords

COMPUTER SIMULATION; FUZZY CONTROL; MATHEMATICAL MODELS; NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS;

EID: 33646814411     PISSN: 1641876X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (61)

References (44)
  • 1
    • 0002286930 scopus 로고    scopus 로고
    • Nonlinear predictive control and moving horizon estimation - An introductory overview
    • (P.M. Frank, ed.).- London: Springer
    • Allgöwer F., Badgwell T.A., Qin J.S., Rawlings J.B. and Wright S.J. (1999): Nonlinear predictive control and moving horizon estimation - An introductory overview, In: Advances in Control - Highlights of ECC'99 (P.M. Frank, ed.).- London: Springer, pp. 391-449.
    • (1999) Advances in Control - Highlights of ECC'99 , pp. 391-449
    • Allgöwer, F.1    Badgwell, T.A.2    Qin, J.S.3    Rawlings, J.B.4    Wright, S.J.5
  • 2
    • 0010023712 scopus 로고    scopus 로고
    • Predictive control of nonlinear systems based on fuzzy and neural models
    • Karlsruhe, Germany, (on CD-ROM)
    • Babuška R., Sousa J.M. and Verbruggen H.B. (1999): Predictive control of nonlinear systems based on fuzzy and neural models. - Proc. European Control Conf., Karlsruhe, Germany, (on CD-ROM).
    • (1999) Proc. European Control Conf.
    • Babuška, R.1    Sousa, J.M.2    Verbruggen, H.B.3
  • 4
    • 0036027604 scopus 로고    scopus 로고
    • The explicit linear quadratic regulator for constrained systems
    • Bemporad A., Morari M, Dua V. and Pistikopoulos E.N. (2002): The explicit linear quadratic regulator for constrained systems. - Automatica, Vol. 38, No. 1, pp. 3-20.
    • (2002) Automatica , vol.38 , Issue.1 , pp. 3-20
    • Bemporad, A.1    Morari, M.2    Dua, V.3    Pistikopoulos, E.N.4
  • 7
    • 0023310961 scopus 로고
    • Generalized predictive control - I. The basic algorithm
    • Clarke D.W., Mohtadi C. and Tuffs P.S. (1987): Generalized predictive control - I. The basic algorithm. - Automatica, Vol. 23, No. 2, pp. 137-148.
    • (1987) Automatica , vol.23 , Issue.2 , pp. 137-148
    • Clarke, D.W.1    Mohtadi, C.2    Tuffs, P.S.3
  • 8
    • 0003218383 scopus 로고
    • Dynamic matrix control - A computer control algorithm
    • Houston
    • Cutler R. and Ramaker B.L. (1979): Dynamic matrix control - A computer control algorithm. - Proc. AIChE National Meeting, Houston.
    • (1979) Proc. AIChE National Meeting
    • Cutler, R.1    Ramaker, B.L.2
  • 9
    • 33646788691 scopus 로고    scopus 로고
    • MBPC benefits and key success factors
    • Karlsruhe, Germany, (on CD-ROM)
    • Eder H.H. (1999): MBPC benefits and key success factors. - Proc. 5-th European Control Conf., ECC'99, Karlsruhe, Germany, (on CD-ROM).
    • (1999) Proc. 5-th European Control Conf., ECC'99
    • Eder, H.H.1
  • 12
    • 0021621507 scopus 로고
    • Quadratic/dynamic matrix control of nonlinear processes: An application to a batch reaction process
    • San Francisco
    • Garcia C.E. (1984): Quadratic/dynamic matrix control of nonlinear processes: An application to a batch reaction process. - Proc. AIChE Annual Meeting, San Francisco.
    • (1984) Proc. AIChE Annual Meeting
    • Garcia, C.E.1
  • 13
    • 84949095350 scopus 로고    scopus 로고
    • A neural approximation to the explicit solution of constrained linear MPC
    • Cambridge, UK, (on CD-ROM)
    • Haimovich H., Seron. M.M., Goodwin G.C. and Agüero J.C. (2003): A neural approximation to the explicit solution of constrained linear MPC. - Proc. European Control Conf., Cambridge, UK, (on CD-ROM).
    • (2003) Proc. European Control Conf.
    • Haimovich, H.1    Seron, M.M.2    Goodwin, G.C.3    Agüero, J.C.4
  • 15
    • 0032455115 scopus 로고    scopus 로고
    • Nonlinear model predictive control: Current status and future directions
    • Henson M.A. (1998): Nonlinear model predictive control: Current status and future directions. - Comput. Chem. Eng., Vol. 23, No. 2, pp. 187-202.
    • (1998) Comput. Chem. Eng. , vol.23 , Issue.2 , pp. 187-202
    • Henson, M.A.1
  • 16
    • 84947484189 scopus 로고    scopus 로고
    • Design of an analytic constrained predictive controller using neural networks
    • Porto, Portugal, (on CD-ROM)
    • Hoekstra R, van den Boom T.J.J. and Botto M.A. (2001): Design of an analytic constrained predictive controller using neural networks. - Proc. European Control Conf., Porto, Portugal, (on CD-ROM).
    • (2001) Proc. European Control Conf.
    • Hoekstra, R.1    van den Boom, T.J.J.2    Botto, M.A.3
  • 17
    • 0346093881 scopus 로고    scopus 로고
    • Approximate explicit receding horizon control of constrained nonlinear systems
    • Johansen T.A. (2004): Approximate explicit receding horizon control of constrained nonlinear systems. - Automatica, Vol. 40, No. 2, pp. 293-300.
    • (2004) Automatica , vol.40 , Issue.2 , pp. 293-300
    • Johansen, T.A.1
  • 18
    • 0032688434 scopus 로고    scopus 로고
    • Output-model-based predictive control of unstable combustion systems using neural networks
    • Liu G.P. and Daley S. (1999): Output-model-based predictive control of unstable combustion systems using neural networks. - Contr. Eng. Pract., Vol. 7, No. 5, pp. 591-600.
    • (1999) Contr. Eng. Pract. , vol.7 , Issue.5 , pp. 591-600
    • Liu, G.P.1    Daley, S.2
  • 19
    • 0032289111 scopus 로고    scopus 로고
    • Predictive control for non-linear systems using neural networks
    • Liu G.P., Kadirkamanathan V. and Billings S.A. (1998): Predictive control for non-linear systems using neural networks. - Int. J. Contr., Vol. 71, No. 6, pp. 1119-1132.
    • (1998) Int. J. Contr. , vol.71 , Issue.6 , pp. 1119-1132
    • Liu, G.P.1    Kadirkamanathan, V.2    Billings, S.A.3
  • 20
    • 33646791123 scopus 로고    scopus 로고
    • Nonlinear model predictive control algorithms with neural models
    • Ph.D. thesis, Warsaw University of Technology, Warsaw, Poland
    • Ławryńczuk M. (2003): Nonlinear model predictive control algorithms with neural models. - Ph.D. thesis, Warsaw University of Technology, Warsaw, Poland.
    • (2003)
    • Ławryńczuk, M.1
  • 22
    • 33646804080 scopus 로고    scopus 로고
    • A nonlinear predictive control algorithm for processes modelled by means of neural networks
    • Miedzyzdroje, Poland
    • Ławryńczuk M. and Tatjewski P. (2001b): A nonlinear predictive control algorithm for processes modelled by means of neural networks. - Proc. 7-th Int. Conf. Methods and Models in Automation and Robotics, Miedzyzdroje, Poland, pp. 489-494.
    • (2001) Proc. 7-th Int. Conf. Methods and Models in Automation and Robotics , pp. 489-494
    • Ławryńczuk, M.1    Tatjewski, P.2
  • 24
    • 33646787387 scopus 로고    scopus 로고
    • A stable dual-mode type nonlinear predictive control algorithm based on online linearisation and quadratic programming
    • Miedzyzdroje, Poland
    • Ławrýsczuk M. and Tatjewski P. (2004): A stable dual-mode type nonlinear predictive control algorithm based on online linearisation and quadratic programming. - Proc. 10-th Int. Conf. Methods and Models in Automation and Robotics, Miedzyzdroje, Poland, pp. 503-510.
    • (2004) Proc. 10-th Int. Conf. Methods and Models in Automation and Robotics , pp. 503-510
    • Ławrýsczuk, M.1    Tatjewski, P.2
  • 26
    • 33646781869 scopus 로고    scopus 로고
    • Stability analysis of nonlinear control systems with unconstrained fuzzy predictive controllers
    • Marusak P. and Tatjewski P. (2002): Stability analysis of nonlinear control systems with unconstrained fuzzy predictive controllers. - Arch. Contr. Sci., Vol. 12, pp. 267-288.
    • (2002) Arch. Contr. Sci. , vol.12 , pp. 267-288
    • Marusak, P.1    Tatjewski, P.2
  • 27
    • 0033876326 scopus 로고    scopus 로고
    • Constrained model predictive control: Stability and optimality
    • Mayne D.Q., Rawlings J.B., Rao C.V. and Scokaert P.O.M. (2000): Constrained model predictive control: Stability and optimality. - Automatica, Vol. 36, No. 6, pp. 789-814.
    • (2000) Automatica , vol.36 , Issue.6 , pp. 789-814
    • Mayne, D.Q.1    Rawlings, J.B.2    Rao, C.V.3    Scokaert, P.O.M.4
  • 28
    • 0027701879 scopus 로고
    • Robust receding horizon control of constrained nonlinear systems
    • Michalska H. and Mayne D.Q. (1993) (2000): Robust receding horizon control of constrained nonlinear systems. - IEEE Trans. Automat. Contr., Vol. 38, No. 11, pp. 1623-1633.
    • (1993) IEEE Trans. Automat. Contr. , vol.38 , Issue.11 , pp. 1623-1633
    • Michalska, H.1    Mayne, D.Q.2
  • 29
    • 0033135677 scopus 로고    scopus 로고
    • Model predictive control: Past, present and future
    • Morari M. and Lee J.H. (1999): Model predictive control: Past, present and future. - Comput. Chem. Eng., Vol. 23, No. 4/5, pp. 667-682.
    • (1999) Comput. Chem. Eng. , vol.23 , Issue.4-5 , pp. 667-682
    • Morari, M.1    Lee, J.H.2
  • 30
    • 0031332333 scopus 로고    scopus 로고
    • Constrained long-range predictive control based on artificial neural networks
    • Najim K., Rusnak A., Meszaros A. and Fikar M. (1997): Constrained long-range predictive control based on artificial neural networks. - Int. J. Syst. Sci., Vol. 28, No. 12, pp. 1211-1226.
    • (1997) Int. J. Syst. Sci. , vol.28 , Issue.12 , pp. 1211-1226
    • Najim, K.1    Rusnak, A.2    Meszaros, A.3    Fikar, M.4
  • 32
    • 0030380849 scopus 로고    scopus 로고
    • Mobile robot navigation in a partially structured static environment, using neural predictive control
    • Ortega J.G. and Camacho E.F. (1996): Mobile robot navigation in a partially structured static environment, using neural predictive control. - Contr. Eng. Pract., Vol. 4, No. 12, pp. 1669-1679.
    • (1996) Contr. Eng. Pract. , vol.4 , Issue.12 , pp. 1669-1679
    • Ortega, J.G.1    Camacho, E.F.2
  • 33
    • 0035427380 scopus 로고    scopus 로고
    • Stable hybrid control based on discrete-event automata and receding-horizon neural regulators
    • Parisini T. and Sacone S. (2001): Stable hybrid control based on discrete-event automata and receding-horizon neural regulators. - Automatica, Vol. 37, No. 8, pp. 1279-1292.
    • (2001) Automatica , vol.37 , Issue.8 , pp. 1279-1292
    • Parisini, T.1    Sacone, S.2
  • 34
    • 0032096305 scopus 로고    scopus 로고
    • Nonlinear stabilization by receding-horizon neural regulators
    • Parisini T., Sanguineti M. and Zoppoli R. (1998): Nonlinear stabilization by receding-horizon neural regulators. - Int. J. Contr., Vol. 70, No. 3, pp. 341-362.
    • (1998) Int. J. Contr. , vol.70 , Issue.3 , pp. 341-362
    • Parisini, T.1    Sanguineti, M.2    Zoppoli, R.3
  • 35
    • 0029394379 scopus 로고
    • A receding-horizon regulator for nonlinear systems and a neural approximation
    • Parisini T. and Zoppoli R. (1995): A receding-horizon regulator for nonlinear systems and a neural approximation. - Automatica, Vol. 31, No. 10, pp. 1443-1451.
    • (1995) Automatica , vol.31 , Issue.10 , pp. 1443-1451
    • Parisini, T.1    Zoppoli, R.2
  • 36
  • 37
    • 0041802770 scopus 로고    scopus 로고
    • A survey of industrial model predictive control technology
    • Qin S.J. and Badgwell T.A. (2003): A survey of industrial model predictive control technology. - Contr. Eng. Pract., Vol. 11, No. 7, pp. 733-764.
    • (2003) Contr. Eng. Pract. , vol.11 , Issue.7 , pp. 733-764
    • Qin, S.J.1    Badgwell, T.A.2
  • 39
    • 34547520355 scopus 로고    scopus 로고
    • Warsaw: Akademicka Oficyna Wydawnicza EXIT, (in Polish, revised and extended English edition in preparation)
    • Tatjewski P. (2002): Advanced Control of Industrial Processes. Structures and Algorithms. - Warsaw: Akademicka Oficyna Wydawnicza EXIT, (in Polish, revised and extended English edition in preparation).
    • (2002) Advanced Control of Industrial Processes. Structures and Algorithms
    • Tatjewski, P.1
  • 40
    • 0029252259 scopus 로고
    • Model predictive control of an industrial packed bed reactor using neural networks
    • Temeng K.O., Schnelle P.D. and McAvoy T.J. (1995): Model predictive control of an industrial packed bed reactor using neural networks. - J. Process Contr., Vol. 5, No. 1, pp. 19-27.
    • (1995) J. Process Contr. , vol.5 , Issue.1 , pp. 19-27
    • Temeng, K.O.1    Schnelle, P.D.2    McAvoy, T.J.3
  • 41
    • 0032171725 scopus 로고    scopus 로고
    • Neural predictive control for insulin delivery using the subcutaneous route
    • Trajanoski Z. and Wach P. (1998): Neural predictive control for insulin delivery using the subcutaneous route. - IEEE Trans. Biomed. Eng., Vol. 45, No. 9, pp. 1122-1134.
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , Issue.9 , pp. 1122-1134
    • Trajanoski, Z.1    Wach, P.2
  • 42
    • 0037402017 scopus 로고    scopus 로고
    • Predictive neuro-control of uncertain systems: Design and use of a neuro-optimizer
    • Vila J.P. and Wagner V. (2003): Predictive neuro-control of uncertain systems: Design and use of a neuro-optimizer. - Automatica, Vol. 39, No. 5, pp. 767-777.
    • (2003) Automatica , vol.39 , Issue.5 , pp. 767-777
    • Vila, J.P.1    Wagner, V.2
  • 43
    • 0035427311 scopus 로고    scopus 로고
    • Structured neural networks for constrained model predictive control
    • Wang L.X. and Wan F. (2001): Structured neural networks for constrained model predictive control. - Automatica, Vol. 37, No. 8, pp. 1235-1243.
    • (2001) Automatica , vol.37 , Issue.8 , pp. 1235-1243
    • Wang, L.X.1    Wan, F.2
  • 44
    • 0345356987 scopus 로고    scopus 로고
    • Implementation of neural network predictive control to a multivariable chemical reactor
    • Yu D.L. and Gomm J.B. (2003): Implementation of neural network predictive control to a multivariable chemical reactor - Contr. Eng. Pract., Vol. 11, No. 11, pp. 1315-1323.
    • (2003) Contr. Eng. Pract. , vol.11 , Issue.11 , pp. 1315-1323
    • Yu, D.L.1    Gomm, J.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.