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1997 Fiscal Year Final Research Report Summary

Construction of fatigue failure database and development of AI system for failure prevention

Research Project

Project/Area Number 07555350
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section展開研究
Research Field Materials/Mechanics of materials
Research InstitutionOsaka University

Principal Investigator

JONO Masahiro  Osaka Univ., Faculty of Engineering, Professor, 工学部, 教授 (20029094)

Co-Investigator(Kenkyū-buntansha) FUGITA Kikuo  Osaka Univ., Faculty of Engineering, Associate Professor, 工学部, 助教授 (10228992)
SUGETA Atsushi  Osaka Univ., Faculty of Engineering, Associate Professor, 工学部, 助教授 (60162913)
KONDO Yoshiyuki  Mitsubishi Heavy Industries, Takasago Research Laboratory, Researcher, 高砂研究所, 主任研究員
HORIKAWA Takeshi  Ryukoku Univ.Faculty of Engineering and Science, Professor, 理工学部, 教授 (30209291)
Project Period (FY) 1995 – 1997
KeywordsFatigue Failure / Fatigue Crack Growth / Database / Failure Prevention System / Structure and Machines / Service Loading / Reliability Design / Statistical Analysis
Research Abstract

In this project, failure database of machines and structures was compiled and constructed. A factual database has 258 instances. Complied fracture type was fatigue, static failure, corrosion, corrosion fatigue and Thermal fatigue. Each instance consists of resister number, title, product name, parts name, material, environment, main damage, minor damage, cause, failure appearance, countermove, reference and figure of structure or fracture surface. The search engine was coded by the Internet Java script, user can access the database by using the network.
Statistical analysis tool to analyze the voluminous data in the database on fatigue strength and static failure was developed. This software is running on Microsoft Windows of personal computer and use the commercial database application, . "Microsoft Access" and the spread sheet application "Microsoft Excel". The type of statistical analysis is normal distribution, logarithmic normal distribution, Wibull distribution, and double exponential distribution and user can select. The rank type was selected among Mean rank and Median rank type. The software name is "STANAD_Win" and coded by using the Microsoft Visual Basic language so that the software is user friendly and user can change the function of data search and statistical analysis. In this software, parameter estimation of distribution and other statistical analyzes carried out using a commercial database and display the statistical distribution or P-S-N diagram. Two kinds of methods, the least square method and the correlation coefficient method, are available for the estimation of parameter.

  • Research Products

    (14 results)

All Other

All Publications (14 results)

  • [Publications] 城野 政弘: "SiCウィスカ強化アルミニウム基複合材料の微小き裂発生と進展" 日本機械学会論文集. 64. 22-29 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 堀川 武: "インターネットを利用した損傷事例データベースシステムの開発" 日本材料学会第46期学術講演会講演論文集. 133-136 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 城野 政弘: "単一過大荷重下における疲労き裂進展挙動の動的直接観察" 日本機械学会論文集. 63. 1860-1866 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 菅田 淳: "Windows版データ検索・統計解析ソフトウェアSTANAD Win" 日本材料学会第6回機械構造物の強度設計,安全性シンポジウム. 30-34 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Horikawa Takeshi: "Development of evaluation system of materials properties on the internet using Java language" JISSE-5. 443-448 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 藤田 喜久雄: "遺伝的アルゴリズムによるエネルギープラントの機器構成設計法に関する" 日本機械学会論文集. 64. 154-161 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Jono and A.Sugeta: "Fatigue Crack Initiation and Growth Behavior in Whisker-Reinforced Aluminum matrix Composites" Tran..The Japan Society of Mechanical Engineering. Vol.64. 22 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Jono and A.Sugeta: "Crack Closure and Effect of Load Variation on Small Fatigue Crack Growth Behavior" Int.J.Fatigue Fract.Engng.Mater.Vol.19, No.2. (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Horikawa et.al.: "Development of Evaluation System of Materials Properties on the Internet using Java Language" Proc.International SAMPE Symposium (JISSE-5). 295 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Sugeta et.al: "Development of Data Search and Statistical Analysis Software Running on Windows, STANAD_Win" Proc.6th Symposium on Design and Safety Evaluation of Machines and Structure. 30 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Sugeta et.al: "Material Strength Database for Reliability Design of Machines and Structure Combined with a Software of STANAD" Proc.International SAMPE Symposium (JISSE-5). 295 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Fujita.: "Task Structuring Toward Computational Approaches to Product Variety Design" Proceedings of 1997 ASME Design Engineering Technical Conferences. 300 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Fujita: "Optimal Space Partitioning Method Based on Rectangular Duals of Planar Graphs" JSME International Journal. Vol.39, No.2. 378 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] A.Sugeta and M.Jono: "Fatigue Crack Growth Behavior under Variable Amplitude Loadings in Sintered Silicone Nitride" Fatigue '96. (1996)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1999-03-16  

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