IDENTIFICATION OF MULTISCALE STATE–SPACE MODELS FROM INPUT–OUTPUT DATA

Marcelo N. Martins, Ronaldo Waschburger, and Roberto K.H. Galvão

References

  1. [1] A. Krishnan and K.A. Hoo, Multiscale model predictive control strategy, Industrial and Engineering Chemistry Research, 38(5), 1999, 1973–1986.
  2. [2] R.C. Nelson, Flight stability and automatic control, 2nd ed.(McGraw-Hill College, 1998).
  3. [3] M. Basseville, A. Benveniste, K.C. Chou, S.A. Golden, et al., Modeling and estimation of multiresolution stochastic processes, IEEE Transactions on Information Theory, 38(2), 1992, 766–784.
  4. [4] A. Benveniste, R. Nikoukhah, and A.S. Willsky, Multiscale system theory, IEEE Transactions on Circuits and Systems I, 41(1), 1994, 2–15.
  5. [5] G. Stephanopoulos, M.S. Dyer, and O. Karsligil, Multi-scale modeling, estimation and control of processing systems, Computers and Chemical Engineering, 21, 1997, 797–803.
  6. [6] T. Binder, L. Blank, W. Dahmen, and W. Marquardt, Adaptive multiscale method for real-time moving horizon optimization, Proc. American Control Conf., 2000, 4234–4238.
  7. [7] G. Stephanopoulos, O. Karsligil, and M.S. Dyer, Multi-scale aspects in model-predictive control, Journal of Process Control, 10(2–3), 2000, 275–282.
  8. [8] S.M. Sri-Jayantha, A. Al-Mamun, T. Suthasun, and T.H. Lee, Multirate controller for dual actuated servomechanism in hard disk drive, Control and Intelligent Systems, 35(1), 2007, 32–43.
  9. [9] K. Worden, On the over-sampling of data for system identification, Mechanical Systems and Signal Processing, 9(3), 1995, 287–297.
  10. [10] C. Shiguo, Z. Ruanyu, W. Peng, and L. Taihua, Enhance accuracy in pole identification of system by wavelet transform de-noising, IEEE Transactions on Nuclear Science, 51(1), 2004, 250–255.
  11. [11] M. Umapathy and B. Bandyopadhyay, Design of fast output sampling feedback control for smart structure model, Control and Intelligent Systems, 35(1), 2007, 44–51.
  12. [12] P. Van Overschee and B. De Moor, Subspace identification for linear systems: Theory, implementation, Applications (Kluwer, 1996).
  13. [13] G. Stephanopoulos, O. Karsligil, and M.S. Dyer, Multiscale theory for linear dynamic processes – part I: Foundations, Computers and Chemical Engineering, 32, 2008, 857–884.
  14. [14] G. Stephanopoulos, O. Karsligil, and M.S. Dyer, Multiscale theory for linear dynamic processes – part II: Multiscale model predictive control (MS-MPC), Computers and Chemical Engineering, 32, 2008, 885–912.
  15. [15] M. Vetterli and J. Kovacevic, Wavelets and subband coding (Prentice Hall, 1995).
  16. [16] R.K.H. Galvão, S. Hadjiloucas, V.M. Becerra, and J.W. Bowen, Subspace system identification framework for the analysis of multimoded propagation of THz-transient signals, Measurement Science and Technology, 16(5), 2005, 1037–1053.
  17. [17] C.T. Chen, Linear system theory and design, 3rd ed. (Oxford University Press, 1999).
  18. [18] H.M. Paiva and R.K.H. Galvão, Wavelet-packet identification of dynamic systems in frequency subbands, Signal Processing, 86, 2006, 2001–2008.
  19. [19] B.C. Kuo, Digital control systems, 2nd ed. (Ft. Worth: Saunders College Publishing, 1992).
  20. [20] A. Djouambi, A. Charef, and A. Voda, Fractional order controller based on Bode’s ideal transfer function, Control and Intelligent Systems, 38(2), 2010, 67–73.
  21. [21] B. Yu, H. Fang, Y. Lin, and Y. Shi, Identification of Hammerstein output-error systems with two-segment nonlinearities: Algorithm and applications, Control and Intelligent Systems, 38(4), 2010, 194–201.

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