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AI control system for press forming of of Aluminum alloy sheet for automotive body

Research Project

Project/Area Number 04452274
Research Category

Grant-in-Aid for General Scientific Research (B)

Allocation TypeSingle-year Grants
Research Field 金属加工(含鋳造)
Research InstitutionTokyo Metropolitan University

Principal Investigator

NISHINUMA Hisashi  Tokyo Metropolitan University, department of Mechanical Engineering, Professor, 工学部, 教授 (70087170)

Co-Investigator(Kenkyū-buntansha) YANG Ming  Tokyo Metropolitan University, department of Mechanical Engineering, Research As, 工学部, 助手 (90240142)
MANABE Kenichi  Tokyo Metropolitan University, department of Mechanical Engineering, Associate P, 工学部, 助教授 (10145667)
Project Period (FY) 1992 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥7,000,000 (Direct Cost: ¥7,000,000)
Fiscal Year 1994: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1993: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1992: ¥5,400,000 (Direct Cost: ¥5,400,000)
KeywordsAluminum alloy / AI control system / Press forming / Database / Formability / Material for automotive body / Intelligent tool system / 成形温度依存性 / 知的制御 / アルミニウム合金 / AI制御 / プレス加工 / 軽量化 / 自動車車体用材料 / 潤滑 / 知的金型
Research Abstract

The press formability of the aluminum alloy sheet of automotive body upon the strain rate, temperature, tool conditions and lubricants is investigated experimentally and the results are stored into an database.
Furthermore, optimum control systems for the press forming are developed based on the database and AI control model.
1) Press formability of aluminum alloy
The basic formability of the material is tested by tensile tests with several kinds of strain rates and temperatures. The formability increases at higher temperature and lower strain or with lower temperature and higher strain rate, but decreases at other conditions. Deep drawing tests are performed by corresponding strain rate and temperatures and several kinds of lubricants and tool conditions. The formability of the deep drawing improved by increasing the forming speed on which the strain rate and lubricant depend and is also improved according to the increase of the temperature.
2) AI control system
AI control systems are deve … More loped for two typical press forming, bending and deep drawing, respectively. An AI prediction control system based on an on-line database is developed for the V-bending process. The on-line measured punch force-stroke curve is compared with the retrieval from the database directly and to predict the control value by a fuzzy model. An optimum control system is also developed to control the variable BHF of deep drawing process according The two evaluation functions. Furthermore, concept of intelligent tool system is proposed and the process control of L-bending and deep drawing with the intelligent tool systems are developed. the results show that not only accuracy of the process is improved signifficantly but also the flexibility of coping with the scattering in material properties and process conditions is proved.
3) Practicability
The developed database and AI control system are on a basis of the industrial production and may be introduced to real production by fulling the database and modifying the control system upon the scaled forming. Less

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (17 results)

All Other

All Publications (17 results)

  • [Publications] YANG,M.,KOJIMA,N.,MANABE,K.: "V‐bending Process Control System with an On‐line Database and a Fuzzy Control Model" Proc.5th Japan‐USA Sympo.on FA. 3. 1243-1249 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] MANABE,K.,YOSHIHARA,S.,YANG,M.,NISHIMURA,H.: "Fuzzy Controlled Variable BHF Technique for Circular Cup Deep Drawing of Aluminum Alloy Sheet" Proc.NAMRC XXIII. (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 真鍋 健一・吉原 正一郎・楊 明・西村 尚: "変圧しわ抑え円筒深絞りのファジィモデルにより最適しわ抑え力プロセス制御" 塑性と加工. (掲載決定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 小島 直樹・楊 明・真鍋 健一・西村 尚: "データベースとファジィモデルを適用した高精度V曲げ加工" 第45回塑加連講論. 841-844 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 吉原 正一郎・真鍋 健一・楊 明・西村 尚: "変圧しわ抑え円筒深絞り加工法へのファジィ制御の適用" 第45回塑加連講論. 3. 853-856 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 楊 明・西村 尚: "A5182-O板材のプレス成形における加工速度の影響" 第45回塑加連講論. 509-512 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] YANG,M.,KOJIMA,N.,MANABE,K.: "V-bending Process Control System with an On-line Database and a Fuzzy Control Model" Proc.5th Japan-USA Sympo.on FA. 3. 1243-1249 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] MANABE,K.,YOSHIHARA,S.,YANG,M.,NISHIMURA,H.: "Fuzzy Controlled Variable BHF Technique for Circular Cup Deep Drawing of Aluminum Alloy Sheet" Proc.NAMRC XXIII. (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 真鍋 健一・吉原 正一郎 楊 明・西村 尚: "変圧しわ抑え円筒深絞りのファジィモデルによる最適しわ抑え力プロセス制御" 塑性と加工. (掲載決定).

    • Related Report
      1994 Annual Research Report
  • [Publications] 小島 直樹・楊 明 真鍋 健一・西村 尚: "データベースとファジィモデルを適用した高精度V曲げ加工" 第45回塑加連講論. 841-844 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 吉原 正一郎・真鍋 健一 楊 明・西村 尚: "変圧しわ抑え円筒深絞り加工法へのファジィ制御の適用" 第45回塑加連講論. 3. 853-856 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 楊 明・西村 尚: "A5182-O板材のプレス成形における加工速度の影響" 第45回塑加連講論. 509-512 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] 柴田暁典,真鍋健一,西村尚: "加工速度及びしわ抑え力制御によるアルミニウム合金板の温間円筒絞り" H5年春塑加講論. 65-68 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 楊明,真鍋健一: "知能化工具を用いたL曲げ加工のリアルタイム制御" H6年春塑加講論. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 寺前俊哉,楊明: "多機能四角筒絞り成形シミュレーターの開発" H6年春塑加講論. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 寺前俊哉,真鍋健一: "可度分布しわ抑え力制御による四角筒絞り成形(第1報)" H6年春塑加講論. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 寺前俊哉,真鍋健一: "可度分布しわ抑え力制御による四角筒絞り成形(第2報)" H6年春塑加講論. (1994)

    • Related Report
      1993 Annual Research Report

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Published: 1992-04-01   Modified: 2016-04-21  

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