Modified Kharitonov Theorem Based Optimal PID Controller Design for MIMO Systems
This work proposes a design methodology for a robust optimum proportional integral derivative (PID) controller based on modified Kharitonov theorem. A modification in Kharitonov theorem is suggested in this work to examine robustness criteria of uncertain systems for the sake of implementation. In t...
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Published in | Journal of electrical engineering & technology Vol. 18; no. 3; pp. 2317 - 2334 |
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Springer Nature Singapore
01.05.2023
대한전기학회 |
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Abstract | This work proposes a design methodology for a robust optimum proportional integral derivative (PID) controller based on modified Kharitonov theorem. A modification in Kharitonov theorem is suggested in this work to examine robustness criteria of uncertain systems for the sake of implementation. In the conventional Kharitonov theorem, robust stability is inspected by satisfying the routh hurwitz (RH) stability criteria of four Kharitonov polynomials which is quite tedious, whereas in the proposed method sufficient conditions for stability are determined by simply inspecting few maximum and minimum bounds of Kharitonov polynomial, which is not, found in any earlier literature. Through the modified Kharitonov theorem, ranges of the controller parameters towards robust PID controller are obtained which is further optimally tuned by teaching learning based optimization (TLBO). The designed controller is implemented to different types of multi input multi output (MIMO) systems. Robustness of the compensated system is verified in presence of output disturbances as well as with input output gain and phase variations. Simulation results exhibit much-improved performance compared to the results available in the previous literature. |
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AbstractList | This work proposes a design methodology for a robust optimum proportional integral derivative (PID) controller based on modified Kharitonov theorem. A modification in Kharitonov theorem is suggested in this work to examine robustness criteria of uncertain systems for the sake of implementation. In the conventional Kharitonov theorem, robust stability is inspected by satisfying the routh hurwitz (RH) stability criteria of four Kharitonov polynomials which is quite tedious, whereas in the proposed method sufficient conditions for stability are determined by simply inspecting few maximum and minimum bounds of Kharitonov polynomial, which is not, found in any earlier literature. Through the modified Kharitonov theorem, ranges of the controller parameters towards robust PID controller are obtained which is further optimally tuned by teaching learning based optimization (TLBO). The designed controller is implemented to different types of multi input multi output (MIMO) systems. Robustness of the compensated system is verified in presence of output disturbances as well as with input output gain and phase variations. Simulation results exhibit much-improved performance compared to the results available in the previous literature. KCI Citation Count: 0 This work proposes a design methodology for a robust optimum proportional integral derivative (PID) controller based on modified Kharitonov theorem. A modification in Kharitonov theorem is suggested in this work to examine robustness criteria of uncertain systems for the sake of implementation. In the conventional Kharitonov theorem, robust stability is inspected by satisfying the routh hurwitz (RH) stability criteria of four Kharitonov polynomials which is quite tedious, whereas in the proposed method sufficient conditions for stability are determined by simply inspecting few maximum and minimum bounds of Kharitonov polynomial, which is not, found in any earlier literature. Through the modified Kharitonov theorem, ranges of the controller parameters towards robust PID controller are obtained which is further optimally tuned by teaching learning based optimization (TLBO). The designed controller is implemented to different types of multi input multi output (MIMO) systems. Robustness of the compensated system is verified in presence of output disturbances as well as with input output gain and phase variations. Simulation results exhibit much-improved performance compared to the results available in the previous literature. |
Author | Pandey, Sumit Kumar Banerjee, Subrata Dey, Jayati |
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Cites_doi | 10.4103/0256-4602.85977 10.3182/20120328-3-IT-3014.00104 10.1016/B978-0-08-042230-5.50016-5 10.1201/b11313 10.1007/s12046-012-0082-4 10.1002/0471218839 10.1007/s12555-009-0316-3 10.1080/0305215X.2011.652103 10.1016/j.cad.2010.12.015 10.1109/ICIIECS.2015.7193142 10.1109/ICPEICES.2016.7853106 10.1109/CICN.2014.254 10.1109/CDC.1992.371720 10.1109/9.250544 |
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Keywords | Kharitonov theorem TLBO MIMO PID |
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1329_CR1 publication-title: IEEE Trans Autom Control doi: 10.1109/9.250544 contributor: fullname: VL Kharitonov – ident: 1329_CR12 – volume-title: Robust and optimal control year: 1996 ident: 1329_CR20 contributor: fullname: K Zhou – volume: 232 start-page: 971 issue: 8 year: 2018 ident: 1329_CR3 publication-title: J Syst Control Eng contributor: fullname: SK Pandey – volume-title: Stability of motion year: 1975 ident: 1329_CR4 contributor: fullname: EJ Routh |
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Title | Modified Kharitonov Theorem Based Optimal PID Controller Design for MIMO Systems |
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