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Volumn 24, Issue 7, 2013, Pages 1150-1156

Robust adaptive dynamic programming with an application to power systems

Author keywords

Nonlinear uncertain systems; optimal control; reinforcement learning

Indexed keywords

COMPUTATIONAL ALGORITHM; CONTROLLER DESIGNS; DYNAMIC UNCERTAINTY; NON LINEAR CONTROL; NONLINEAR UNCERTAIN SYSTEMS; OPTIMAL CONTROLS; SUBOPTIMAL CONTROL; SYSTEM DYNAMICS;

EID: 84877914583     PISSN: 2162237X     EISSN: 21622388     Source Type: Journal    
DOI: 10.1109/TNNLS.2013.2249668     Document Type: Article
Times cited : (91)

References (32)
  • 1
    • 33846781129 scopus 로고    scopus 로고
    • Model-free Q-learning designs for linear discrete-time zero-sum games with application to H-infinity control
    • DOI 10.1016/j.automatica.2006.09.019, PII S0005109806004249
    • A. Al-Tamimi, F. L. Lewis, and M. Abu-Khalaf, "Model-free Q-learning designs for linear discrete-time zero-sum games with application to H-infinity control," Automatica, vol. 43, no. 3, pp. 473-481, Jan. 2007. (Pubitemid 46209050)
    • (2007) Automatica , vol.43 , Issue.3 , pp. 473-481
    • Al-Tamimi, A.1    Lewis, F.L.2    Abu-Khalaf, M.3
  • 2
    • 79960115021 scopus 로고    scopus 로고
    • Adaptive learning and control for MIMO system based on adaptive dynamic programming
    • Jul
    • J. Fu, H. He, and X. Zhou, "Adaptive learning and control for MIMO system based on adaptive dynamic programming," IEEE Trans. Neural Netw. , vol. 22, no. 7, pp. 1133-1148, Jul. 2011.
    • (2011) IEEE Trans. Neural Netw , vol.22 , Issue.7 , pp. 1133-1148
    • Fu, J.1    He, H.2    Zhou, X.3
  • 5
    • 84860701570 scopus 로고    scopus 로고
    • Robust approximate dynamic programming and global stabilization with nonlinear dynamic uncertainties
    • Dec
    • Y. Jiang and Z. P. Jiang, "Robust approximate dynamic programming and global stabilization with nonlinear dynamic uncertainties," in Proc. Joint IEEE Conf. Decision Control Eur. Control Conf. , Dec. 2011, pp. 115-120.
    • (2011) Proc. Joint IEEE Conf. Decision Control Eur. Control Conf , pp. 115-120
    • Jiang, Y.1    Jiang, Z.P.2
  • 6
    • 84865467087 scopus 로고    scopus 로고
    • Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics
    • Y. Jiang and Z. P. Jiang, "Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics," Automatica, vol. 48, no. 10, pp. 2699-2704, 2012.
    • (2012) Automatica , vol.48 , Issue.10 , pp. 2699-2704
    • Jiang, Y.1    Jiang, Z.P.2
  • 7
    • 84867866552 scopus 로고    scopus 로고
    • Robust adaptive dynamic programming for large-scale systems with an application to multimachine power systems
    • Oct
    • Y. Jiang and Z. P. Jiang, "Robust adaptive dynamic programming for large-scale systems with an application to multimachine power systems," IEEE Trans. Circuits Syst. II Exp. Briefs, vol. 59, no. 10, pp. 693-697, Oct. 2012.
    • (2012) IEEE Trans. Circuits Syst. II Exp. Briefs , vol.59 , Issue.10 , pp. 693-697
    • Jiang, Y.1    Jiang, Z.P.2
  • 8
    • 0032115473 scopus 로고    scopus 로고
    • Design of robust adaptive controllers for nonlinear systems with dynamic uncertainties
    • PII S0005109898000181
    • Z. P. Jiang and L. Praly, "Design of robust adaptive controllers for nonlinear systems with dynamic uncertainties," Automatica, vol. 34, no. 7, pp. 825-840, 1998. (Pubitemid 128401031)
    • (1998) Automatica , vol.34 , Issue.7 , pp. 825-840
    • Jiang, Z.-P.1    Praly, L.2
  • 9
    • 33846166511 scopus 로고
    • Small-gain theorem for ISS systems and applications
    • Z. P. Jiang, A. R. Teel, and L. Praly, "Small-gain theorem for ISS systems and applications," Math. Control Signals Syst. , vol. 7, no. 2, pp. 95-120, 1994.
    • (1994) Math. Control Signals Syst , vol.7 , Issue.2 , pp. 95-120
    • Jiang, Z.P.1    Teel, A.R.2    Praly, L.3
  • 10
    • 0004178386 scopus 로고    scopus 로고
    • 3rd ed. Englewood Cliffs, NJ, USA: Prentice-Hall
    • H. K. Khalil, Nonlinear Systems, 3rd ed. Englewood Cliffs, NJ, USA: Prentice-Hall, 2002.
    • (2002) Nonlinear Systems
    • Khalil, H.K.1
  • 11
    • 84914965022 scopus 로고
    • On an iterative technique for Riccati equation computations
    • Feb
    • D. Kleinman, "On an iterative technique for Riccati equation computations," IEEE Trans. Autom. Control, vol. 13, no. 1, pp. 114-115, Feb. 1969.
    • (1969) IEEE Trans. Autom. Control , vol.13 , Issue.1 , pp. 114-115
    • Kleinman, D.1
  • 16
    • 70349116541 scopus 로고    scopus 로고
    • Reinforcement learning and adaptive dynamic programming for feedback control
    • Aug
    • F. L. Lewis and D. Vrabie, "Reinforcement learning and adaptive dynamic programming for feedback control," IEEE Trans. Circuits Syst. Mag. , vol. 9, no. 3, pp. 32-50, Aug. 2009.
    • (2009) IEEE Trans. Circuits Syst. Mag , vol.9 , Issue.3 , pp. 32-50
    • Lewis, F.L.1    Vrabie, D.2
  • 17
    • 79551685808 scopus 로고    scopus 로고
    • Reinforcement learning for partially observable dynamic processes: Adaptive dynamic programming using measured output data
    • Feb
    • F. L. Lewis and K. G. Vamvoudakis, "Reinforcement learning for partially observable dynamic processes: Adaptive dynamic programming using measured output data," IEEE Trans. Syst. Man, Cybern. B, vol. 41, no. 1, pp. 14-23, Feb. 2011.
    • (2011) IEEE Trans. Syst. Man, Cybern. B , vol.41 , Issue.1 , pp. 14-23
    • Lewis, F.L.1    Vamvoudakis, K.G.2
  • 19
    • 0025522760 scopus 로고
    • Global stabilization of partially linear composite systems
    • A. Saberi, P. V. Kokotovic, and H. J. Sussmann, "Global stabilization of partially linear composite systems," SIAM J. Control Optim. , vol. 2, no. 6, pp. 1491-1503, 1990.
    • (1990) SIAM J. Control Optim , vol.2 , Issue.6 , pp. 1491-1503
    • Saberi, A.1    Kokotovic, P.V.2    Sussmann, H.J.3
  • 20
    • 39549095204 scopus 로고    scopus 로고
    • Input to state stability: Basic concepts and results
    • P. Nistri and G. Stefani, Eds. New York, USA: Springer-Verlag, 2007
    • E. D. Sontag, "Input to state stability: Basic concepts and results," Nonlinear and Optimal Control Theory, P. Nistri and G. Stefani, Eds. New York, USA: Springer-Verlag, 2007, pp. 163-220.
    • Nonlinear and Optimal Control Theory , pp. 163-220
    • Sontag, E.D.1
  • 23
    • 58349110975 scopus 로고    scopus 로고
    • Adaptive optimal control for continuous-time linear systems based on policy iteration
    • Feb
    • D. Vrabie, O. Pastravanu, M. Abu-Khalaf, and F. L. Lewis, "Adaptive optimal control for continuous-time linear systems based on policy iteration," Automatica, vol. 45, no. 2, pp. 477-484, Feb. 2009.
    • (2009) Automatica , vol.45 , Issue.2 , pp. 477-484
    • Vrabie, D.1    Pastravanu, O.2    Abu-Khalaf, M.3    Lewis, F.L.4
  • 24
    • 79959444159 scopus 로고    scopus 로고
    • Adaptive dynamic programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game
    • Jul
    • D. Vrabie and F. L. Lewis, "Adaptive dynamic programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game," in Proc. IEEE Joint Conf. Neural Netw. , Jul. 2010, pp. 1-8.
    • (2010) Proc. IEEE Joint Conf. Neural Netw , pp. 1-8
    • Vrabie, D.1    Lewis, F.L.2
  • 25
    • 66449130966 scopus 로고    scopus 로고
    • Adaptive dynamic programming: An introduction
    • May
    • F. -Y. Wang, H. Zhang, and D. Liu, "Adaptive dynamic programming: An introduction," IEEE Comput. Intell. Mag. , vol. 4, no. 2, pp. 39-47, May 2009.
    • (2009) IEEE Comput. Intell. Mag , vol.4 , Issue.2 , pp. 39-47
    • Wang, F.-Y.1    Zhang, H.2    Liu, D.3
  • 26
    • 78651311269 scopus 로고    scopus 로고
    • Adaptive dynamic programming for finite horizon optimal control of discrete-time nonlinear systems with epsilon-error bound
    • Jan
    • F. -Y. Wang, N. Jin, D. Liu, and Q. Wei, "Adaptive dynamic programming for finite horizon optimal control of discrete-time nonlinear systems with epsilon-error bound," IEEE Trans. Neural Netw. , vol. 22, no. 1, pp. 24-36, Jan. 2011.
    • (2011) IEEE Trans. Neural Netw , vol.22 , Issue.1 , pp. 24-36
    • Wang, F.-Y.1    Jin, N.2    Liu, D.3    Wei, Q.4
  • 27
    • 0003529238 scopus 로고
    • Beyond regression: New tools for prediction and analysis in the behavior sciences
    • Harvard Univ. , Cambridge, MA, USA
    • P. J. Werbos, "Beyond regression: New tools for prediction and analysis in the behavior sciences," Ph. D. dissertation, Committee Appl. Math. Harvard Univ. , Cambridge, MA, USA, 1974.
    • (1974) Ph. D. Dissertation, Committee Appl. Math
    • Werbos, P.J.1
  • 28
    • 0024888479 scopus 로고
    • Neural networks for control and system identification
    • Dec
    • P. J. Werbos, "Neural networks for control and system identification," in Proc. Conf. Decision Control, vol. 1. Dec. 1989. pp. 260-265.
    • (1989) Proc. Conf. Decision Control , vol.1 , pp. 260-265
    • Werbos, P.J.1
  • 29
    • 0002011091 scopus 로고    scopus 로고
    • A menu of designs for reinforcement learning over time
    • W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge, MA, USA: MIT Press, 1991
    • P. J. Werbos, "A menu of designs for reinforcement learning over time," in Neural Networks for Control, W. T. Miller, R. S. Sutton, and P. J. Werbos, Eds. Cambridge, MA, USA: MIT Press, 1991, pp. 67-95.
    • Neural Networks for Control , pp. 67-95
    • Werbos, P.J.1
  • 30
    • 0002031779 scopus 로고
    • Approximate dynamic programming for real-time control and neural modeling
    • D. A. White and D. A. Sofge, Eds. New York, USA: Van Nostrand
    • P. J. Werbos, "Approximate dynamic programming for real-time control and neural modeling," in Handbook of Intelligent Control, D. A. White and D. A. Sofge, Eds. New York, USA: Van Nostrand, 1992.
    • (1992) Handbook of Intelligent Control
    • Werbos, P.J.1
  • 31
    • 84862815087 scopus 로고    scopus 로고
    • Stochastic optimal control of unknown linear networked control system in the presence of random delays and packet losses
    • Jun
    • H. Xu, S. Jagannathan, and F. L. Lewis, "Stochastic optimal control of unknown linear networked control system in the presence of random delays and packet losses," Automatica, vol. 48, no. 6, pp. 1017-1030, Jun. 2012.
    • (2012) Automatica , vol.48 , Issue.6 , pp. 1017-1030
    • Xu, H.1    Jagannathan, S.2    Lewis, F.L.3
  • 32
    • 70349253929 scopus 로고    scopus 로고
    • Neural-network-based near-optimal control for a class of discrete-time affine nonlinear systems with control constraints
    • Sep
    • H. Zhang, Y. Luo, and D. Liu, "Neural-network-based near-optimal control for a class of discrete-time affine nonlinear systems with control constraints," IEEE Trans. Neural Netw. , vol. 20, no. 9, pp. 1490-1503, Sep. 2009.
    • (2009) IEEE Trans. Neural Netw , vol.20 , Issue.9 , pp. 1490-1503
    • Zhang, H.1    Luo, Y.2    Liu, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.