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Neural Computing and Applications

Erschienen in:

01.02.2013 | Original Article

Harmony search algorithm-based fuzzy-PID controller for electronic throttle valve

verfasst von: Hui Wang, Xiaofang Yuan, Yaonan Wang, Yimin Yang

Erschienen in: Neural Computing and Applications | Ausgabe 2/2013

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Abstract

The electronic throttle control (ETC) for a gasoline engine is a typical nonlinear plant because of its nonlinear spring and model-parameter changes caused by external environmental variables. In this paper, a fuzzy proportional-integral-derivative (PID) control strategy is proposed in order to improve the responsiveness of ETC. In the fuzzy-PID scheme, the input variables are the error signal and its derivative, and the output variable is PID gains expressed in terms of fuzzy rules. In this manner, the fuzzy-PID controller has more flexibility and capability than conventional ones. A novel technique to tune the fuzzy rules of fuzzy-PID controller is proposed using a harmony search algorithm, which can search the optimal PID gains for the plant. Simulation and experiment results have shown the effective performance of the proposed controller.

Vorheriger Artikel Extended fuzzy logic controller for high speed train

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Yuan X, Wang Y, Wu L (2008) SVM-based approximate model control for electronic throttle valve. IEEE Trans Vehicul Technol 57(5):2747–2756CrossRef

Yuan X, Wang Y (2009) A novel electronic throttle valve controller based on approximate model method. IEEE Trans Indus Electron 56(3):883–890CrossRef

Deur J, Pavkovic D, Peric N, Jansz M, Hrovat D (2004) An electronic throttle control strategy including compensation of friction and limp-home effects. IEEE Trans Indus Appl 40(3):821–834CrossRef

Pavkovic D, Deur J, Jansz M, Peric N (2006) Adaptive control of automotive electronic throttle. Control Eng Practice 14(2):121–136CrossRef

Mercorelli P (2009) Robust feedback linearization using an adaptive PD regulator for a sensorless control of a throttle valve. Mechatronics 19(8):1334–1345CrossRef

Vasak M, Baotic M, Petrovic I, Peric N (2007) Hybrid theory-based time-optimal control of an electronic throttle. IEEE Trans Indus Electron 54(3):1483–1494CrossRef

Reichhartinger M, Horn M (2009) Application of higher order sliding-mode concepts to a throttle actuator for gasoline engines. IEEE Trans Indus Electron 56(9):3322–3329CrossRef

Nakano K, Sawut U, Higuchi K, Okajima Y (2006) Modelling and observer-based sliding-mode control of electronic throttle systems. ECTI Trans Electr Eng Eletron Commun 4(1):22–28

Dey C, Mudi Rajani K (2009) An improved auto-tuning scheme for PID controllers. ISA Trans 48(4):396–409CrossRef

10.

Mizumoto I, Ikeda D, Hirahata T, Iwai Z (2010) Design of discrete time adaptive PID control systems with parallel feedforward compensator. Control Eng Practice 18(2):168–176CrossRef

11.

Ahn KK, Truong DQ (2009) Online tuning fuzzy PID controller using robust extended Kalman filter. J Process Control 19(6):1011–1023CrossRef

12.

Truong DQ, Ahn KK (2011) Force control for press machines using an online smart tuning fuzzy PID based on a robust extended Kalman filter. Exp Syst Appl 38(5):5879–5894CrossRef

13.

Pan I, Das S, Gupta A (2011) Tuning of an optimal fuzzy PID controller with stochastic algorithms for networked control systems with random time delay. ISA Trans 50(1):28–36CrossRef

14.

Jahedi G, Ardehali MM (2011) Genetic algorithm-based fuzzy-PID control methodologies for enhancement of energy efficiency of a dynamic energy system. Energy Convers Manage 52(1):725–732CrossRef

15.

Wu CJ, Ko CN, Fu YY et al (2009) A genetic-based design of auto-tuning fuzzy PID controllers. Int J Fuzzy Syst 11(1):49–58MathSciNet

16.

Chiou JS, Liu MT (2009) Numerical simulation for fuzzy-PID controllers and helping EP reproduction with PSO hybrid algorithm. Simulat Modell Practice Theory 17(10):1555–1565CrossRef

17.

Zong Woo G, Joong Hoon K, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. Simulation 76(2):60–68CrossRef

18.

Alia OM, Mandava R (2011) The variants of the harmony search algorithm: an overview. Artif Intell Rev 36(1):49–68CrossRef

19.

Jaberipour Majid, Khorram Esmaile (2010) Two improved harmony search algorithms for solving engineering optimization problems. Commun Nonlinear Sci Numer Simulat 15(11):3316–3331CrossRef

20.

Shayeghi H, Shayanfar HA, Jalili A (2006) Multi-stage fuzzy PID power system automatic generation controller in deregulated environments. Energy Convers Manage 47(18–19):2829–2845CrossRef

Titel: Harmony search algorithm-based fuzzy-PID controller for electronic throttle valve
verfasst von: Hui Wang
Xiaofang Yuan
Yaonan Wang
Yimin Yang
Publikationsdatum: 01.02.2013
Verlag: Springer-Verlag
Erschienen in: Neural Computing and Applications / Ausgabe 2/2013
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI: https://doi.org/10.1007/s00521-011-0678-3

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