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CONSTRUCTION OF SELF-TUNING SUSPENS10N SYSTEMS OF VEHICLES USING FUZZY THEORY

Research Project

Project/Area Number 09650271
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Dynamics/Control
Research InstitutionTHE UNIVERSITY OF TOKUSHIMA

Principal Investigator

YOSHIMURA Toshio  THE UNIVERSITY OF TOKUSHIMA,FACULTY OF ENG1NEERING,PROFESSOR, 工学部, 教授 (90035618)

Project Period (FY) 1997 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥3,300,000 (Direct Cost: ¥3,300,000)
Fiscal Year 1998: ¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 1997: ¥2,000,000 (Direct Cost: ¥2,000,000)
KeywordsACTIVE SUSPENSION SYSTEM / SEMI-ACTIVE SUSPENSION / FUZZY THEORY / LARGE-SIZED BUS / COMPACT PASSENGER CAR / RIDE QUALITY / DYNAMIC ABSORBER / SIMULATION / シュミレーシュン
Research Abstract

This investigation presents the construction of self-tuning active and semi-active suspension systems of vehicles using fuzzy theory. The construction is classified into active syspension systems for large-sized buses, and semi-active suspension systems for compact passenger cars. It is carried out by the simulation study using personal computers, and its effectiveness is shown by the field testing and the experiment. The active suspension system is derived by choosing the fuzzy control rules and the membership functions for the input and output variables where the vertical and rotary accelerations and velocities of the vehicle body are denoted as the input variables. The defuzzified value of the output variable is obtained by using the product-sum-gravity method. A self-tuning suspension system, which can adaptively tune the control structure according to the variation of the road input, is constructed where the membership function for the output variable is changed by the measurement … More of the input variable. Two kinds of approaches to improve the suspension performance is proposed. The first is the construction of preview control obtained by measuring the road input advanced from the front wheel. The second is the construction of dynamic absorbers fitting to the front and rear axes. The dynamic absorbers reduce the vibration with the frequencies generated by the Lime difference between the front and rear wheels. While, the semi-active suspension system is derived by choosing the fuzzy control rules where the suspension stroke and the time increment are denoted as the input variables, and the damping force is done as the output one. AS the selection of the damping force needs about 10 ms. at least and it leads the performance degradation, the fuzzy control rules are constructed by considering the time delay. The effectiveness of the semi-active suspension is shown by the field testing, and the pneumatic active suspension system is experimentally obtained by a quarter car model. Less

Report

(3 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • Research Products

    (16 results)

All Other

All Publications (16 results)

  • [Publications] Toshio Yoshimura: "A semi-active suspension with dynamic absorbers of ground vehicles using fuzzy reasoning" International Journal of Vehicle Design. Vol.18,No.1. 19-34 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Toshio Yoshimura: "Active suspension with preview of large-sized buses using fuzzy reasoning" International Journal of Vehicle Design. Vol.19,No.2. 187-198 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Toshio Yoshimura: "A semi-active suspension of passenger cars using fuzzy reasoning and the field testing" International Journal of Vehicle Design. Vol.19,No.2. 150-166 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Toshio Yoshimura: "Active suspension of passenger cars using linear and fuzzy-logic controls" Control Engineering Practice. (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 芳村敏夫: "ファジィ推論を用いた乗用車に対するアクティブサスペンションに関する研究" 日本機械学会中四国支部第35回総会講演会. No.975-1. 239-240 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Toshio Yoshimura: "Pneumatic active suspension of a quarter car model using fuzzy logic control" Proc.Fifth International Conference on Control,Automation Robotics and Vision. Dec.9-11. 371-375 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Yoshimura, A.Nakaminami and J.Hino: "A Semi-active suspension with dynamic absorbers of ground vehicles using fuzzy reasoning" International Journal of Vehicle Design. Vol.18, No.1. 19-34 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Q.Li, T.Yoshimura and J.Hino: "Active suspension with preview of large-sized buses using fuzzy reasoning" International Journal of Vehicle Design. Vol.19, No.2. 187-198 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Yoshimura: "A semi-active suspension of passenger cars using fuzzy reasoning and the field testing" International Journal of Vehicle Design. Vol.19, No.2. 15-166 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Yoshimura, K.Nakaminami, M.Kurimoto and J.Hino: "Active suspension of passenger cars using linear and fuzzy-logic controls" Control Engineering Practice. (to be published). (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] K.Nakaminami, T.Yoshimura and J.Hino: "Active suspension system of passenger cars using fuzzy reasoning (Construction and comparison of active controls)" JSME Chuugoku-Sikoku Branch 35th Conference. No.975-1. 239-240 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Yoshimura, Y.Okamoto, A.Kurimoto, T.Morimoto S.Chuanxin and H.Tada: "Pneumatic active suspension of a quarter car model using the fuzzy logic control" Proc.5th Intern.Conference on Control, Automation, Robotics and Vision, Songapore. Dec.9-11. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Toshio Yoshimura: "Active supspension of passenger cars using linear and fazzy-logic controls" Centrol Engineering Practice. (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Toshio Yoshimura: "Pneumatic active suspension of a quarter car model using the fazzy logic control" Proc.5th International Conference on Control,Automation,Robotics and Vision. 371-375 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Toshio Yoshimura: "Avtive suspension with preview of large-sized buses using fuzzy reasoning" International Journal of Vehicle Design. Vol.19 No.2. 187-198 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] Toshio Yoshimura: "A semi-active suspension of passenger cars using fuzzy reasoning and the field testing" International Journal of Vehicle Design. Vol.19 No.2. 150-166 (1998)

    • Related Report
      1997 Annual Research Report

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Published: 1997-04-01   Modified: 2016-04-21  

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