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Development of Tribosensor System Using Neural Networks

Research Project

Project/Area Number 07555392
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field Dynamics/Control
Research InstitutionTOHOKU UNIVERSITY

Principal Investigator

CHONAN Seiji  Tohoku Univ., Mechatronics and Precision, Professor, 大学院・工学研究科, 教授 (20005424)

Co-Investigator(Kenkyū-buntansha) JIANG Zhongwei  Tohoku Univ.Mechatronics and Precision, Assoc.Professor, 大学院・工学研究科, 助教授 (60225357)
MORI Kazuo  Mechanical Engineering Lab.Director, 研究課長
TANI Junji  Tohoku Univ., Institution of Fluid and Science, Professor, 流体科学研究所, 教授 (30006192)
Project Period (FY) 1995 – 1997
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥1,600,000 (Direct Cost: ¥1,600,000)
Fiscal Year 1997: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1996: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsSoft Tactile Sensor / PVDF Film / Fingerprint / FEM Analysis / SDP Method / Wavelet Analysis / Palpation Probe / 高分子圧電フィルム / 圧電フィルム(PVDF) / 触覚動作 / 柔軟母材 / 最適設計 / 信号処理
Research Abstract

The purpose of this project is to development a soft intelligent tactile sensor system having the sense of human's finger. The sensor is designed first on FEM analysis and then constructed by layring the sponge rubber sheet and the sensory meterial of PVDF film around an aluminum pipe. For protection of PVDF film and improvement of the sensitivity, a cellophane tape and a gauze are introduced pretended as fingerprint. Since the signals are very complicated, three data processing methods, such as, ten points average height, symmetrized dot pattern method and FFT integration method, are proposed to evaluate the surface roughness both qualitatively and quantitatively. The experimental results obtained on superfine paper, newspaper and toilet paper are presented and it is found that the proposed tactile sensor is efficient for recognition of these papers.
Further, two-fingered flexible miniature gripper was developed for identification of the properties of minute soft objects by active sensing and for force regulating pinch of the objects. The gripper is consisting of two flexible fingers actuated by piezoelectric bimorph strips. A semi-conductor stain gauge is bonded on the surface of one finger. The natural frequencies of symmetric and antisymmetric modes were measured by the strain gauge when the gripper is driven to pinch an object by applying a testing step voltage to the piezoelectric actuator. The mass and stiffness of the object are then evaluated by the measured natural frequencies. Finally a force regulator for grasping the object is designed by the PID and Fuzzy control algorithms based the information measured previously from the object. Both theoretical and experimental results show that the proposed identification method and the design of the force regulator for soft minute objects are simple and efficient in practical use.

Report

(4 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • 1995 Annual Research Report
  • Research Products

    (26 results)

All Other

All Publications (26 results)

  • [Publications] 金 永〓, 長南 征二, 江 鐘偉, 田中 真美, 廣瀬 太一: "小型ソフトハンドリンググリッパを用いたアクテイブセンシングの研究(把持対象物の計測同定)" 日本AEM学会誌. (印刷中).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 金 永〓, 長南 征二, 江 鐘偉: "圧電素子で駆動される小型把持機構を用いたアクテイブセンシングの研究(柔軟微小対象物の質量と剛性の同定)" 日本機械学会論文集. (印刷中).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 田中 真美, 長南 征二, 江 鐘偉, 疋田 智弘: "触覚感覚計測(人間の触感とAEセンサ出力の対比)" 日本AEM学会誌. 5・3. 28-34 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 江 鐘偉, 長南 征二, 棚橋 善克, 菅 洋輔: "前立腺硬さ計測用センサシステムの開発" 日本AEM学会誌. 4・3. 23-28 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] S.Chonan, Z.W.Jiang, M.Tanaka, Y.Suga and Y.Tanahashi: "Palpation Probe for Detecting Prostatice Cancer and Hypertrophy" Proceedings of the 2nd Asian Control Conference. III. 183-184 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 長南 征二, 江 鐘偉, 森 和男, 宗片 陽一: "ニューラルネットワークを用いたトライボセンサシステムの開発(セラミック圧電体を用いたトライボセンサ)" 日本電機学会論文集. 61・587. 2996-3003 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Young-Chul KIM,Seiji CHONAN,Zhongwei JIANG,Mami TANAKA and Taichi HIROSE: ""Active Sensing Using Soft Handling Miniature Gripper (Identification of Grasped Object) "" Journal of The Japan Society of Applied Electromagnetics and Mechanics. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Young-Chul KIM,Seiji CHONAN,Zhongwei JIANG: ""Active Sensing Using Miniature Gripper Driven by Piezoelectric Bimorph Actuators (Identification of Mass and Stiffness of Minute Flexible Objects) "" Transactions of the Japan Society of Mechanical Engineers. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Mami TANAKA,Seiji CHONAN,Zhong-Wei JIANG and Tomohiro HIKITA: ""Measurement and Valuation of Touch Sensation (Tactile Perception of Forefinger Compared with AE Sensor Readings) "" Journal of The Japan Society of Applied Electromagnetics and Mechanics. 5-3. 28-34 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Zhong-wei Jiang, Seiji Chonan, Yoshikatu, Tanahasi and Yosuke Suga: ""Tactile Sensor for Detection of Prosatatic Hypertrophy, "" Journal of The Japan Society of Applied Electromagnetics and Mechanics. 4-3. 23-28 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] S.Chonan, Z.W.Jiang, M.Tanaka, Y.Suga and Y.Tanahashi: ""Palpation Probe for Detecting Prostatice Cancer and Hypertrophy"" Proc.of the 2nd Asian Control Conference. III. 183-184 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Seiji Chonan, Zhongwei Jiang, Kazuo Mori and Yoichi Munekata: ""Development of Tribosensor System Using Neural Networks (Tribosensor Using Piezoelectric Ceramics), "" Transactions of the Japan Society of Mechanical Engineers. 61-587. 2996-3003 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 金 永〓, 長南征二, 江 鐘偉, 田中真美, 廣瀬太一: "小型ソフトハンドリンググリッパを用いたアクティブセンシングの研究(把持対象物の計測同定)" 日本AEM学会誌. (印刷中).

    • Related Report
      1997 Annual Research Report
  • [Publications] 金 永〓, 長南征二, 江 鐘偉: "圧電素子で駆動される小型把持機構を用いたアクティブセンシングの研究(柔軟微小対象物の質量と剛性の同定)" 日本機械学会論文集. (印刷中).

    • Related Report
      1997 Annual Research Report
  • [Publications] 田中真美, 長南征二, 江 鐘偉, 疋田智弘: "触覚感覚計測(人間の触感とAEセンサ出力の対比)" 日本AEM学会誌. 5・3. 28-34 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 江 鐘偉, 長南征二, 棚橋善克, 菅 洋輔: "前立腺硬さ計測用センサシステムの開発" 日本AEM学会誌. 4・3. 23-28 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] S.Chonan, Z.W.Jiang, M.Tanaka, Y.Suga and Y.Tanahashi: "Palpation Probe for Detecting Prostatice Cancer and Hypertrophy" Proceedings of the 2nd Asian Control Conference. III. 183-184 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 長南征二, 江 鐘偉, 森 和男, 宗片陽一: "ニューラルネットワークを用いたトライボセンサシステムの開発(セラミック圧電体を用いたトライボセンサ)" 日本機械学会論文集. 61・587. 2996-3003 (1995)

    • Related Report
      1997 Annual Research Report
  • [Publications] 江鐘偉,長南征二 棚橋善克 管洋輔: "前立腺硬さ計測用センサシステムの開発" 日本AEM学会誌. 4巻・3号. 23-28 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] S. Chanm, Z. Jiang, M Tanaka, Y. Suga, Y. Takahashi: "A Soft Palpation Sensor and Its Application to Measurement of the Stiffness of Prostate Glands" 2nd Asion Control Conference. (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 田中真美,長南征二,江鐘偉,大原智成: "FEMによる柔軟力覚センサの設計に関する研究" IIP'96情報・知能・精密機器部門講演会講演論文集. 7. 73-74 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Mami Tanaka, Seiji Chonan, Z. W. Jiang: "Measurement and Valuation of Touch Sensation" Proceedings of ISEM '97. (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 江 鐘偉,長南征二,菅 洋輔,松本耕治: "PVDF圧電フィルムを用いた触感センサの開発" 日本機械学会機械力学・計測制御講演論文集. B. 419-422 (1994)

    • Related Report
      1995 Annual Research Report
  • [Publications] 江 鐘偉,大原智成,長南征二: "FEMを用いた柔らかい力覚センサの最適設計に関する研究" 日本機械学会東北支部一関地方講演会講演論文集. 178-179 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 江 鐘偉,長南征二,山口 洋: "PVDFケーブルを用いた分布力覚センサの開発研究" 日本機械学会材料力学部門講演会講演論文集. B. 69-70 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 長南征二、江 鐘偉,森 和男,宗片陽一: "ニューラルネットワークを用いたトライボセンサシステムの開発(セラミック圧電体を用いたトライボセンサ)" 日本機械学会論文集C編. 61. 354-361 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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