Abstract
The present paper gives a comprehensive study on delay parameter identification in linear system with time-delayed control. For the cases when the state matrix is prior known and is prior unknown, identification algorithms are provided. For the former case, delay identifiability depends on the measurability of the outputs that serve as the delayed feedback; while for the latter case, the external input information, including the positions where the delayed control acts, is also a necessity. The algorithms are stated in a unified programming scheme because the main steps for the two cases are basically the same. To verify the algorithm, an experiment on an active vibration absorber and a simulation on an active truss are performed. The results show a good convergence and preciseness of the proposed algorithm.
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References
Richard, J.P.: Time-delay systems: an overview of some recent advances and open problems. Automatica 39(10), 1667–1694 (2003)
Xu, J., Chung, K.W.: Effects of time delayed position feedback on a van der Pol-Duffing oscillator. Physica D 180(1), 17–39 (2003)
Verduyn Lunel, S.M.: Parameter identifiability of differential delay equations. Int. J. Adapt. Control Signal Process. 15(6), 655–678 (2001)
Belkoura, L., Orlov, Y.: Identifiability analysis of linear delay differential systems. IMA J. Math. Control Inf. 19(1 and 2), 73–81 (2002)
Orlov, Y., Belkoura, L., Richard, J.P., Dambrine, M.: On identifiability of linear time-delay systems. IEEE Trans. Autom. Control 47(8), 1319–1324 (2002)
Orlov, Y., Belkoura, L., Richard, J.P., Dambrine, M.: Adaptive identification of linear time-delay systems. Int. J. Robust Nonlinear Control 13(9), 857–872 (2003)
Gomez, O., Orlov, Y., Kolmanovsky, I.V.: On-line identification of SISO linear time-invariant delay systems from output measurements. Automatica 43(12), 2060–2069 (2007)
Orlov, Y., Kolmanovsky, I.V., Gomez, O.: Adaptive identification of linear time-delay systems: from theory toward application to engine transient fuel identification. Int. J. Adapt. Control Signal Process. 23(2), 150–165 (2009)
Björklund, S., Ljung, L.: An improved phase method for time-delay estimation. Automatica 45(10), 2467–2470 (2009)
Liu, T., Gao, F.: A frequency domain step response identification method for continuous-time processes with time delay. J. Process Control 20(7), 800–809 (2010)
Van Loan, C.F.: The ubiquitous Kronecker product. J. Comput. Appl. Math. 123(1), 85–100 (2000)
Hardy, Y., Steeb, W.H.: Vec-operator, Kronecker product and entanglement. Int. J. Algebra Comput. 20(01), 71–76 (2010)
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This research is supported by the National Natural Science Foundation of China under Grant No. 11572224.
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Zhang, X., Xu, J. (2017). Time-Delay Identification for Linear Systems: A Practical Method Using the Frequency Response Function. In: Insperger, T., Ersal, T., Orosz, G. (eds) Time Delay Systems. Advances in Delays and Dynamics, vol 7. Springer, Cham. https://doi.org/10.1007/978-3-319-53426-8_22
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DOI: https://doi.org/10.1007/978-3-319-53426-8_22
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