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Reliability Assurance System Using Large Scale Multi-Media Databases and its Application

Research Project

Project/Area Number 13680515
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 社会システム工学
Research InstitutionUniversity of Electro-Communications

Principal Investigator

SUZUKI Kazuyuki  The University of Electro-Communications, Faculty of Electro-Communications, Professor, 電気通信学部, 教授 (00130071)

Co-Investigator(Kenkyū-buntansha) WANG Lianhua  University of Electro-Communications, Faculty of Electro-Communications, Research Associate, 大学院・情報システム学研究科, 教務職員 (40334586)
YAMAMOTO Wataru  University of Electro-Communications, School of Electro-Communications, Associate Professor, 電気通信学部, 講師 (30303027)
TANAKA Kenji  University of Electro-Communications, Graduate School of Information Systems, Associate Professor, 大学院・情報システム学研究科, 助教授 (60197415)
Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,300,000 (Direct Cost: ¥3,300,000)
Fiscal Year 2003: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2002: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2001: ¥1,600,000 (Direct Cost: ¥1,600,000)
KeywordsReliability / Data Base / Safety / Human error / Condition Monitoring Maintenance / Data Mining / Warranty Data / Lifetime Data
Research Abstract

Results are summarized into the following four categories :
1.System for Sharing Information to Prevent Reliability and Safety Problems
To prevent problems in reliability and safety, collection and analysis of data, integration of information through databases, and their application on the actual spot play important roles. Researches on management aspect, human aspect and hardware aspect are implemented and systems for sharing information for reliability and safety are proposed.
2.Design of Lifetime Evaluation and Its Distributional Form
An optimal design for binary lifetime experiment is developed which attains the highest precision of the estimation from D-optimal criterion. Also its sequential design is investigated. It becomes clear that the distributional form of an electro-migration of LSI follows a log-normal distribution, not Weibull distribution.
3.Condition Monitoring Maintenance Aiming Utilization of Multi-media Information
Condition monitoring maintenance using sensors plays impo … More rtant roles for reliability and safety assurance. But a sensor has two failure modes : false alarm and failure to alarm. To decrease these failures, a k-out-of-n alarm decision system prevails. This research investigates the optimality of equal thresholds of all sensors for alarming, validity of self-moving sensors, and the thresholds with gray zone areas.
4.Lifetime Data Analysis Based on Large Scale Databases
Nowadays databases of field reliability data have been spreading all over the world and getting larger and larger. Mainly these data come from repair records during product warranty period in each division. To the contrary, sales amount information comes from the databases of sales department. It is necessary to combine these two different databases for estimating lifetime parameters. It is necessary to combine these two different databases fro estimating lifetime parameters. Also, sometimes, sales amount of each month is missing and just total sales amount of the products are known. This research tackles with those problems and develops the methods of lifetime data based on large scale databases. Less

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (52 results)

All Other

All Publications (52 results)

  • [Publications] Sibuya, M., Suzuki, K.: "Optimum Threshold for the k-out-of-n Monitor with Dual Failures"Annals of the Institute of Statistical Mathematics. Vol.53. 189-202 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Wang, L., Suzuki, K.: "Lifetime Estimation Based on Warranty Data Without Date-of-Sale Information - Cases Where Usage Time Distributions Are Known"Journal of the Japanese Society for Quality Control. Vol.31. 148-167 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Suzuki, K., L.Wang: "Analysis of Warranty Claims without Sales Amount Information"The 2nd International Symposium on Business and Industrial Statistics. 179-186 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yamamoto, W., Suzuki, K.: "An Analysis of Defect Patterns of Semiconductor Wafers"The 2nd International Symposium on Business and Industrial Statistics. 157-160 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 鈴木 和幸, 金田 建, 平野 謙: "未然防止への情報共有化に関する一考察-ヒューマンファクターへの着目-"第31回信頼性・保全性シンポジウム. 263-268 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 鈴木 和幸, 田中 健次, 伊藤 誠: "品質危機とヒューマンファクター"品質管理. Vol.52. 812-824 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] L.-H.Wang, K.Suzuki, W.Yamamoto: "Age-Based Warranty Data Analysis Without Date-Specific Sales Information"Journal of Applied Stochastic Models in Business and Industry. Vol.18. 323-337 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 鈴木和幸, 金田 健, 平野 謙: "未然防止のための潜在的エラーモード抽出"信頼性. Vol.24. 653-663 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 山本渉, 狩野紀昭, 鈴木和幸, 井上英俊, 志村典孝: "順序尺度をもつ正方分割表に基づく顧客満足度データの解析"品質. Vol.32. 531-540 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 王恋華, 山本渉, 竹内秀明, 坂田理彦, 鈴木和幸: "フィールド寿命データに基づく季節変動を考慮した寿命推定"品質. Vol.32. 541-547 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Suzuki, L.-H.Wang, W.Yamamoto, K.Kaneko: "Field Failure Data Analysis With Discard Rate"Third International Conference on Mathematical Methods in Reliability Methodology and Practice. 619-626 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] W.Yamamoto, K.Suzuki: "A Data Mining Approach to LSI Manufacturing System"Taipei International Statistical Symposium and Bernoulli Society EAPR Conference. (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Karim, M.R., Suzuki, K.: "Analysis of Marginal Count Failure Data by using Covariates"International Journal of Reliability and Application. Vol.4. 79-95 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Karim, M.R., Suzuki, K.: "An Extension of the Analysis of Marginal Count Failure Data"International Journal of Statistical Sciences. Vol.2. 1-10 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 伊藤誠, 稲橋広将, 田中健次: "自動化システムの限界とその根拠の情報不足による過信"ヒューマンインターフェイス学会誌. Vol.5, No.2. 131-138 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 島倉大輔, 田中健次: "人間による防護の多重性の有効性"日本品質管理学会誌. Vol.33, No.3. 271-280 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Matsuo, Y., T.Nakamoto, K.Suzuki, W.Yamamoto: "Decreasing the number of test specimens by utilizing both facture stress and fracture location for the estimation of Weibull parameter"Journal of Materials Science. Vol.39. 271-280 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 石垣陽, 田中健次, 伊藤誠: "フェロモンコミュニケーションを利用した自律移動型センサ群による監視の高信頼度化"計測自動制御学会論文集. Vol.40, No.1. 94-101 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Sibuya, M., SUZUKI, K: "Optimum Threshold for the k-out-of-n Monitor with Dual Failures"Annals of the Institute of Statistical Mathematics. Vol.53. 189-202 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Tanaka, M.Itoh: "Judgment of Gray Zone in Safety Monitoring System -Automatic mode vs.Humanly Mode-"Proc.of 8^<th> IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, Kassel, Germany. 257-262 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Tanaka: "Adaptive Balanced Cooperative Monitoring by Semi-mobile Sensors"Proc.of 6th int.Conference on Probabilistic Safety Assessment and Management (PSAM-VI), Puerto Rico. 1995-2001 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Karim, M.R, Yamamoto, W., Suzuki, K.: "Statistical Analysis of Marginal Count Failure Data Lifetime Data Analysis"Vol.7. 173-186 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Karim, M.R, Yamamoto, W., Suzuki, K.: "Change-point detection from marginal count failure data"Journal of the Japanese Society for Quality Control. Vol.31. 318-338 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Wang, L., Suzuki, K.: "Lifetime Estimation Based on Warranty Data Without Date-of-Sale Information---Cases Where Usage Time Distributions Are Known Journal of the Japanese Society for Quality Control"Vol.31. 148-167 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Wang, L., Suzuki, K: "Nonparametric Estimation of Lifetime Distribution from Warranty Data Without Monthly Unit Sales Information"Journal of Reliability Engineering Association of Japan. Vol.23. 145-154 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Wang, L., K.Suzuki, W.Yamamoto: "Age-Based Warranty Data Analysis Without Date-Specific Sales Information"Journal of Applied Stochastic Models in Business and Industry. Vol.18, No.3. 323-337 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Suzuki, K.: "The Roles of Total Positivity of Order Two on Preventive Maintenance & Statistical Decisions"International Conference 2001(Institute for Operations research and the Management Sciences). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Suzuki, K., L.Wang: "Analysis of Warranty Claims without Sales Amount Information"International Symposium on Business and Industrial Statistics, Yokohama, Japan. 179-186 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yamamoto, W., Suzuki, K.: "An Analysis of Defect Patterns of Semiconductor Wafers"International Symposium on Business and Industrial Statistics, Yokohama, Japan.. 157-160 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Suzuki, L.-H.Wang, W.Yamamoto, K.Kaneko: "Field Failure Data Analysis With Discard Rate"MMR 2002 : Third International Conference on Mathematical Methods in Reliability Methodology and Practice. 619-626 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] W.Yamamoto, K.Suzuki: "A Data Mining Approach to LSI Manufacturing System"The 2002 Taipei International Statistical Symposium and Bernoulli Society EAPR Conference. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Suzuki, K.: "Roles of TP2 in Reliability Theory and its Application for Advanced Technology"The 54th Session of the International Statistical Institute. Book 2. 166-169 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Wang, L., K.Suzuki: "A General Approach to Analysis of Field Reliability Data with Discarding Information"International Conference on Recent Developments in Theoretical and Applied Statistics. December. 15-16 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Wang, L., K.Suzuki: "analysis of Field Failure Data with Discard Indicators :"The Proceedings of the First Asian Network for Quality Congress and the 17th Asia Quality Symposium. 1146-1151 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Matsuo, Y., T.Nakamoto, K.Suzuki, W.Yamamoto: "Decreasing the number of test specimens by utilizing both facture stress and fracture location for the estimation of Weibull parameter"Journal of Materials Science. Vol.39. 271-280 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Karim, M.R., Suzuki, K.: "Analysis of Marginal Count Failure Data by using Covariates"International Journal of Reliability and Application. Vol.4. 79-95 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Karim, M.R., Suzuki, K.: "An Extension of the Analysis of Marginal Count Failure Data"International Journal of Statistical Sciences. (accepted). (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 伊藤誠, 稲橋広将, 田中健次: "自動化システムの限界とその根拠の情報不足による過信"ヒューマンインターフェイス学会誌. Vol.5, No.2. 131-138 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 島倉大輔, 田中健次: "人間による防護の多重性の有効性"日本品質管理学会誌. Vol.33, No.3. 271-280 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 石垣陽, 田中健次, 伊藤誠: "フェロモンコミュニケーションを利用した自律移動型センサ群による監視の高信頼度化"計測自動制御学会論文集. Vol.40, No.1. 94-101 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] L.-H.Wang, K.Suzuki, W.Yamamoto: "Age-Based Warranty Data Analysis Without Date-Specific Sales Information"Journal of Applied Stochastic Models in Business and Industry. Vol.18. 323-337 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 鈴木和幸, 金田 健, 平野 謙: "未然防止のための潜在的エラーモード抽出"信頼性. Vol.24. 653-663 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 山本渉, 狩野紀昭, 鈴木和幸, 井上英俊, 志村典孝: "順序尺度をもつ正方分割表に基づく顧客満足度データの解析"品質. Vol.32. 541-540 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 王恋華, 山本渉, 竹内秀明, 坂田理彦, 鈴木和幸: "フィールド寿命データに基づく季節変動を考慮した寿命推定"品質. Vol.32. 541-547 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] K.Suzuki, L.-H.Wang, W.Yamamoto, K.Kaneko: "Field Failure Data Analysis With Discard Rate"Third International Conference on Mathematical Methods in Reliability Methodology and Practice. 619-626 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] W.Yamamoto, K.Suzuki: "A Data Mining Approach to LSI Manufacturing System"Taipei International Statistical Symposium and Bernoulli Society EAPR Conference. (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Sibuya, M., Suzuki, K.: "Optimum Threshold for the k-out-of-n Monitor with Dual Failurest"Annals of the Institute of Statistical Mathematics. Vol.53. 189-202 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Wang, L., Suzuki, K.: "Lifetime Estimation Based on Warranty Data Without Date-of-Sale Information Cases Where Usage Time Distributions Are Knownt"Journal of the Japanese Society for Quality Control. Vol.31. 148-167 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Suzuki, K., L.Wang: "Analysis of Warranty Claims without Sales Amount Informationt"The 2nd International Symposium on Business and Industrial Statistics. 179-186 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Yamamoto, W., Suzuki, K.: "An Analysis of Defect Patterns of Semiconductor Wafers"The 2nd International Symposium on Business and Industrial Statistics. 157-160 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 鈴木 和幸, 金田 建, 平野 謙: "未然防止への情報共有化に関する一考察-ヒューマンファクターへの着目-"第31回信頼性・保全性シンポジウム. 263-268 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 鈴木 和幸, 田中 健次, 伊藤 誠: "品質危機とヒューマンファクター"品質管理. Vol.52. 812-824 (2001)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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