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Erschienen in: International Journal of Intelligent Transportation Systems Research 2/2018

11.05.2017

The PID Semi-Active Vibration Control on Nonlinear Suspension System with Time Delay

verfasst von: Da-Shan Huang, Jin-Qiu Zhang, Yi-Le Liu

Erschienen in: International Journal of Intelligent Transportation Systems Research | Ausgabe 2/2018

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Abstract

To improve the accuracy and precision of suspension system model of vehicle, the nonlinearity and time delay of vibration control of suspension system were considered and discussed, and a quarter car two-degree-of-freedom of vehicle nonlinear suspension system model with time delay was established. A PID semi-active control algorithm, which is easily realized in practical application and performs with strong robustness was designed to control the established suspension system. A comprehensive performance assessment criterion on suspension system was established in considering of the sprung mass acceleration, the dynamic load of tire, the suspension working space and the semi-active control force, and it was used to assess the effectiveness on the improvement of suspension system comprehensive performances with different control algorithms. Genetic algorithm was introduced and studied to optimize the parameters of PID controller. Comparisons were made to analyze the performance of PID semi-active control algorithm under simulation condition and experiment condition. The results show 1) the riding comfort of vehicle is improved dramatically (26.342%) with PID semi-active control, while the handling stability of vehicle is deteriorated by 9.964%, and the comprehensive performance is improved by 27.628%, which indicates that the designed PID semi-active control algorithm is effective and functional in improving the running performance of vehicle; 2) the sprung mass acceleration and dynamic tire deformation of suspension system with the PID parameter obtained based on linear model under experiment condition are worse (−15.191% and −16.099%) than that of passive suspension system, and much worse than that of suspension system with the PID parameter obtained based on the established nonlinear model (20.959% and 2.786%), which means that the established nonlinear suspension system model with time delay are more accuracy than the linear model; 3) the sprung mass acceleration and dynamic tire deformation of suspension system with the PID parameters optimized with genetic algorithm under experiment condition are improved (22.421% and 4.644%) than that of passive suspension system, and a little better than that of suspension system with original PID parameters, which manifests that the genetic algorithm is effective in optimizing the parameters of PID controller.

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Literatur
1.
Zurück zum Zitat Yu, F., Zhang, Y.C., Zhang, G.G.: Review on vehicle electromagnetic suspension technology. Automot. Eng. 34(7), 569–574 (2012) Yu, F., Zhang, Y.C., Zhang, G.G.: Review on vehicle electromagnetic suspension technology. Automot. Eng. 34(7), 569–574 (2012)
2.
Zurück zum Zitat Gysen, B.L., Paulides, J.J., Janssen, J.L., et al.: Active electromagnetic suspension system for improved vehicle dynamics. IEEE Trans. Veh. Technol. 59(3), 1156–1163 (2010)CrossRef Gysen, B.L., Paulides, J.J., Janssen, J.L., et al.: Active electromagnetic suspension system for improved vehicle dynamics. IEEE Trans. Veh. Technol. 59(3), 1156–1163 (2010)CrossRef
3.
Zurück zum Zitat Dong, X.M., Miao, Y., Liao, C.R., et al.: Comparative research on semi-active control strategies for magneto-rheological suspension. Nonlinear Dyn. 59(3), 433–453 (2010)CrossRefMATH Dong, X.M., Miao, Y., Liao, C.R., et al.: Comparative research on semi-active control strategies for magneto-rheological suspension. Nonlinear Dyn. 59(3), 433–453 (2010)CrossRefMATH
4.
Zurück zum Zitat Zhang, J.Q., Peng, Z.Z., Zhang, J., et al.: Design and optimization of vane magneto-rheological fluid damper. Journal of Vibration, Measurement & Diagnosis. 33(1), 132–137 (2013) Zhang, J.Q., Peng, Z.Z., Zhang, J., et al.: Design and optimization of vane magneto-rheological fluid damper. Journal of Vibration, Measurement & Diagnosis. 33(1), 132–137 (2013)
5.
Zurück zum Zitat Cesmeci, S., Engin, T.: Modeling and testing of a field-controllable magnetorheological fluid damper. Int. J. Mech. Sci. 52, 1036–1046 (2010)CrossRef Cesmeci, S., Engin, T.: Modeling and testing of a field-controllable magnetorheological fluid damper. Int. J. Mech. Sci. 52, 1036–1046 (2010)CrossRef
6.
Zurück zum Zitat Zhang, J.Q., Huang, D.S., Liu, Y.L., et al.: An improved skyhook semi-active control algorithm. Computer Measurement & Control. 23(8), 2806–2808 (2015) Zhang, J.Q., Huang, D.S., Liu, Y.L., et al.: An improved skyhook semi-active control algorithm. Computer Measurement & Control. 23(8), 2806–2808 (2015)
7.
Zurück zum Zitat Nguyen, L.H., Hong, K.S., Park, S.: Road-frequency adaptive control for semi-active suspension systems. Int. J. Control. Autom. Syst. 8(5), 1029–1038 (2010)CrossRef Nguyen, L.H., Hong, K.S., Park, S.: Road-frequency adaptive control for semi-active suspension systems. Int. J. Control. Autom. Syst. 8(5), 1029–1038 (2010)CrossRef
8.
Zurück zum Zitat Liao, Y.Y., Liu, Y.Q., Yang, S.P.: A new mixed semi-active control strategy and its application in vibration control of a high-speed railway vehicle. Journal of Vibration and Shock. 32(12), 84–87 (2013) Liao, Y.Y., Liu, Y.Q., Yang, S.P.: A new mixed semi-active control strategy and its application in vibration control of a high-speed railway vehicle. Journal of Vibration and Shock. 32(12), 84–87 (2013)
9.
Zurück zum Zitat Savaresi, S.M., Spelta, C.: Mixed sky-hook and ADD: approaching the filtering limits of a semi-active suspension. J. Dyn. Syst. Meas. Control. 129(4), 382–392 (2007)CrossRef Savaresi, S.M., Spelta, C.: Mixed sky-hook and ADD: approaching the filtering limits of a semi-active suspension. J. Dyn. Syst. Meas. Control. 129(4), 382–392 (2007)CrossRef
10.
Zurück zum Zitat Yao, M.T., Li, Z., Gu, L.: LQR control for vehicle semi-active hydro-pneumatic suspension based on differential geometry theory. Transactions of Beijing Institute of Technology. 31(5), 519–523 (2011) Yao, M.T., Li, Z., Gu, L.: LQR control for vehicle semi-active hydro-pneumatic suspension based on differential geometry theory. Transactions of Beijing Institute of Technology. 31(5), 519–523 (2011)
11.
Zurück zum Zitat Sun, L.Q., Li, Z.X., Xu, X.: Quasi-sliding mode variable structure control and test of semi-active air suspension damping. Journal of Jiangsu University (Natural Science Edition). 35(6), 621–626 (2014) Sun, L.Q., Li, Z.X., Xu, X.: Quasi-sliding mode variable structure control and test of semi-active air suspension damping. Journal of Jiangsu University (Natural Science Edition). 35(6), 621–626 (2014)
12.
Zurück zum Zitat BenLahcene, Z., Faris, W.F., Ihsan, S.I., et al.: Optimisation and control of semi-active suspension using genetic algorithm for off-road full vehicle. Int. J. Veh. Syst. Model. Test. 9(3/4), 372–382 (2014) BenLahcene, Z., Faris, W.F., Ihsan, S.I., et al.: Optimisation and control of semi-active suspension using genetic algorithm for off-road full vehicle. Int. J. Veh. Syst. Model. Test. 9(3/4), 372–382 (2014)
13.
Zurück zum Zitat Huang, W., Xu, J., Zhu, D.Y., et al.: Semi-active vibration control using a magneto rheological (MR) damper with particle swarm optimization. Arab. J. Sci. Eng. 40(3), 747–762 (2015)CrossRef Huang, W., Xu, J., Zhu, D.Y., et al.: Semi-active vibration control using a magneto rheological (MR) damper with particle swarm optimization. Arab. J. Sci. Eng. 40(3), 747–762 (2015)CrossRef
14.
Zurück zum Zitat Huang, D.S., Zhang, J.Q., Liu, Y.L., et al.: Analysis of energy recovery features of complex energy-regenerative suspension system. Journal of Academy of Armored Force Engineering. 29(2), 40–46 (2015) Huang, D.S., Zhang, J.Q., Liu, Y.L., et al.: Analysis of energy recovery features of complex energy-regenerative suspension system. Journal of Academy of Armored Force Engineering. 29(2), 40–46 (2015)
15.
Zurück zum Zitat Chen, D.Y., Yang, L.K., Cai, M.L.: Analysis of energy-harvesting active suspension based on certain riding comfort. Journal of Mechanical & Electrical Engineering. 31(3), 289–294 (2014) Chen, D.Y., Yang, L.K., Cai, M.L.: Analysis of energy-harvesting active suspension based on certain riding comfort. Journal of Mechanical & Electrical Engineering. 31(3), 289–294 (2014)
16.
Zurück zum Zitat Weng, J. S.: The Semi-Active Control of Vehicle Suspension Systems Based on Magnetorheological Dampers, Ph.D. Dissertation, Nanjing University of Aeronautics and Astronautics (2001) Weng, J. S.: The Semi-Active Control of Vehicle Suspension Systems Based on Magnetorheological Dampers, Ph.D. Dissertation, Nanjing University of Aeronautics and Astronautics (2001)
17.
Zurück zum Zitat Priyandoko, G., Mailah, M., H.: Jamaluddin. Vehicle active suspension system using skyhook adaptive neuro active force control. Mech. Syst. Signal Process. 23(3), 855–868 (2009)CrossRef Priyandoko, G., Mailah, M., H.: Jamaluddin. Vehicle active suspension system using skyhook adaptive neuro active force control. Mech. Syst. Signal Process. 23(3), 855–868 (2009)CrossRef
18.
Zurück zum Zitat Wang, S.Z., Zou, Z.X., Li, M.Y.: Control and simulation for vehicle semi-active seat suspension system. Vehicle Engineering. 18, 113–116 (2012) Wang, S.Z., Zou, Z.X., Li, M.Y.: Control and simulation for vehicle semi-active seat suspension system. Vehicle Engineering. 18, 113–116 (2012)
19.
Zurück zum Zitat Liu, X.D., Wang, H.X., Shan, Y.C., et al.: Construction of road ruoghness in left and right wheel paths based on PSD and coherence function. Mech. Syst. Signal Process. 60-61, 668–677 (2015)CrossRef Liu, X.D., Wang, H.X., Shan, Y.C., et al.: Construction of road ruoghness in left and right wheel paths based on PSD and coherence function. Mech. Syst. Signal Process. 60-61, 668–677 (2015)CrossRef
20.
Zurück zum Zitat Yousefzadeh, M., Azadi, S., Soltani, A.: Road profile estimation using neural network algorithm. J. Mech. Sci. Technol. 24(3), 743–754 (2010)CrossRef Yousefzadeh, M., Azadi, S., Soltani, A.: Road profile estimation using neural network algorithm. J. Mech. Sci. Technol. 24(3), 743–754 (2010)CrossRef
21.
Zurück zum Zitat Solhmirzaei, A., Azadi, S., Kazemi, R.: Road profile estimation using wavelet neural network and 7-DOF vehicle dynamic systems. J. Mech. Sci. Technol. 26(10), 3029–3036 (2012)CrossRef Solhmirzaei, A., Azadi, S., Kazemi, R.: Road profile estimation using wavelet neural network and 7-DOF vehicle dynamic systems. J. Mech. Sci. Technol. 26(10), 3029–3036 (2012)CrossRef
22.
Zurück zum Zitat Huang, D.S., Zhang, J.Q., Liu, Y.L., et al.: Improved active disturbance rejection controller on suspension system and its peroformance analysis. Transactions of the Chinese Society of Agricultural Engineering. 33(2), 61–72 (2017) Huang, D.S., Zhang, J.Q., Liu, Y.L., et al.: Improved active disturbance rejection controller on suspension system and its peroformance analysis. Transactions of the Chinese Society of Agricultural Engineering. 33(2), 61–72 (2017)
23.
Zurück zum Zitat Huang, W.Z., Gao, G.Q.: Design of weighting matrix for optimal controller based on genetic algorithm. Computer Measurement & Control. 11(10), 761–762 (2003) Huang, W.Z., Gao, G.Q.: Design of weighting matrix for optimal controller based on genetic algorithm. Computer Measurement & Control. 11(10), 761–762 (2003)
24.
Zurück zum Zitat Yue, J., Zhang, J.Q., Peng, Z.Z., et al.: Optimization of electromagnetic suspension LQR control for military tracked vehicle using genetic algorithm. Machinery Design & Manufacture. 288(2), 229–232 (2015) Yue, J., Zhang, J.Q., Peng, Z.Z., et al.: Optimization of electromagnetic suspension LQR control for military tracked vehicle using genetic algorithm. Machinery Design & Manufacture. 288(2), 229–232 (2015)
25.
Zurück zum Zitat Zhang, G.S., Fang, Z.D., Li, A.M., et al.: Optimal control of the active suspension based on the genetic algorithm. China Mechanical Engineering. 18(12), 1491–1495 (2007) Zhang, G.S., Fang, Z.D., Li, A.M., et al.: Optimal control of the active suspension based on the genetic algorithm. China Mechanical Engineering. 18(12), 1491–1495 (2007)
Metadaten
Titel
The PID Semi-Active Vibration Control on Nonlinear Suspension System with Time Delay
verfasst von
Da-Shan Huang
Jin-Qiu Zhang
Yi-Le Liu
Publikationsdatum
11.05.2017
Verlag
Springer US
Erschienen in
International Journal of Intelligent Transportation Systems Research / Ausgabe 2/2018
Print ISSN: 1348-8503
Elektronische ISSN: 1868-8659
DOI
https://doi.org/10.1007/s13177-017-0143-5

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