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1999 Fiscal Year Final Research Report Summary

Development of Bridge Management System (BMS) and Multi-objective Optimization of Maintenance Planning for Exising Bridges using Genetic Algorithm (GA)

Research Project

Project/Area Number 10450169
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 土木材料・力学一般
Research InstitutionYamaguchi University

Principal Investigator

MIYAMOTO Ayaho  Yamaguchi University, Faculty of Engineering, Professor, 工学部, 教授 (10093535)

Co-Investigator(Kenkyū-buntansha) MATUO Eiji  Yamaguchi University, Faculty of Engineering, Research Associate, 工学部, 助手 (10284267)
NAKAMURA Hideki  Yamaguchi University, Faculty of Engineering, Associate Professor, 工学部, 助教授 (20207905)
HAMADA Sumio  Yamaguchi University, Faculty of Engineering, Professor, 工学部, 教授 (30164908)
SUZUKI Motoyuki  Tohoku University Graduate School, Professor, 大学院, 教授 (60124591)
MIYAGAWA Toyoaki  Kyoto University Graduate School, Professor, 大学院, 教授 (80093318)
Project Period (FY) 1998 – 1999
KeywordsBridge structure / Bridge Management System(BMS) / Maintenance / Repair / Strengthening / Bridge rating / Life cycle cost / Genetic algorithm(GA) / Optimization
Research Abstract

Recently, due to such factors as the increase in traffic volume, the increase in the weights of vehicles and the structural aging, many highway bridges have seriously deteriorated over the years in many advanced countries. In Japan, one report shows that in about 10 years from now, around 2010, the ratio of the bridges which will reach 50 years of age will be about 35% since many highway bridges have been constructed through the national highway networks' project launched around 1955. Thus, it is essential that those bridges should be repaired or strengthened depending on the seriousness of their deterioration. Despite the problem, since the limited, it is necessary for the funds to be split equally for both maintaining the deteriorated bridges and constructing the new ones. For this reason, the necessity of developing a practical bridge management system has been pointed out in Japan, because the maintenance of existing bridges has become major social concern. The goal of this system … More is to assist the decision-makers and the administration in doing their job.
This study attempted to develop a decision support system for rehabilitation strategies of existing concrete bridges based on life cycle analysis (newly developed Bridge Management System(J-BMS) integrated with the Concrete Bridge Rating Expert System). This proposed system is able to not only evaluate the serviceability of existing bridge members, but also offer some strategies based on a combination of maintenance cost minimization and quality maximization approach. For solving this optimization problem, the Genetic Algorithms were adopted. By applying these algorithms to the optimization problem, the Genetic Algorithms were adopted. By applying these algorithms to the optimization problem, the approximation optimal solution (rehabilitation strategy) could be quickly found. Moreover, applications to some existing concrete bridges were presented so as to demonstrate the suitability of proposed bridge management system. As a result, it was verified that this proposed system is able to estimate the deterioration of bridge members and present various rehabilitation strategies. Less

  • Research Products

    (47 results)

All Other

All Publications (47 results)

  • [Publications] 金好 昭彦: "橋梁構造システムの耐震性能評価に関する基礎的研究"土木学会論文集. No.613/V-42. 31-42 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 川東 龍夫: "海洋環境に長期暴露された鉄筋コンクリートはりの劣化過程と耐久性評価"土木学会論文集. No.613/V-42. 71-83 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 上田 隆雄: "デサリネーションがPC部材の力学的挙動に与える影響"土木学会論文集. No.613/V-42. 189-200 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 宮本 文穂: "Bridge Management System(BMS)の実橋への適用に関する研究"山口大学工学部研究報告. No.2/V-49. 79-94 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 鈴木 基行: "構造変数間の相関がRC橋脚の耐震安全性に及ぼす影響"土木学会論文集. No.620/V-43. 175-186 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 鄭 勝仁: "外ケーブルプレストレス補強設計のシステム化に関する研究"土木学会論文集. No.623/V-43. 203-218 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 河村 圭: "橋梁診断エキスパートシステムにおける知識獲得と学習手法の改良"第15回ファジィシステムシンポジウム講演論文集. 727-730 (1999)

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      「研究成果報告書概要(和文)」より
  • [Publications] 中村 秀明: "Bridge Management System(BMS)のコンクリート橋への適用"コンクリート工学年次論文集. No.21/V-3. 1117-1122 (1999)

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      「研究成果報告書概要(和文)」より
  • [Publications] 山崎 康紀: "信頼性理論に基づく橋梁システムの地震時安全性評価法に関する研究"コンクリート工学年次論文報告集. No.21/V-3. 1279-1284 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 小林 孝一: "高流動コンクリートを打ち継いだ塩害コンクリート部材の鉄筋腐食特性について"土木学会論文集. No.627/V-44. 79-94 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Hideaki NAKANURA: "ESTIMATION OF THERMAL CRACK RESISTANCE FOR MASS CONCRETE STRUCTURES WITH UNCERTAIN MATERIAL PROPERTIES"ACI Structural Journal. 509-518 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Ayaho MIYAMOTO: "OPTIMIZATION OF MAINTENANCE PLANNING FOR EXISTING BRIDGES BY USING BRIDGE MANAGEMENT SYSTEM"The Seventh East ASia-Pacific ConfeSerence on Structural Engineering & Construction. 608-613 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 河村 圭: "Bridge Management System(BMS)の実橋への適用"第2回構造物の診断に関するシンポジウム論文集. 37-42 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Aliakubar RAMEZANIANPOUR: "DIAGNOSIS OFCONCRETE STRUCTURES AND CAUSES OF DETERIORATION IN MARINE ENVIRONMENTS"第2回構造物の診断に関するシンポジウム論文集. 37-42 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Alialubar RAMEZANIANPOUR: "DIAGNOSIS OFCONCRETE STRUCTURES AND CAUSES OF DETERIORATION IN MRINE ENVIRONMENTS"第2回構造物の診断に関するシンポジウム論文集. 37-42 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Ayaho MIYAMOTO: "OPTIMAZATION OF MAINTENANCE PLANNING FOR EXISTING BRIDGES BY USING BRIDGE MANAGEMENT SYSTEM"The Seventh East ASia-Pacific ConfeSerence on Structural Engineering & Construction. 608-613 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Ayaho MIYAMOTO: "SEISMIC RETROFIT DESIGN OF RC BRIDGE PIERSUSING CARBON FIBRE REINFORCEMENT"Proceedings of the 2nd Asia-Pacific Specialty Conference on Fibre Reinforced Concrete. 119-138 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Ayaho MIYAMOTO: "THE DEVELOPMENT OF A BRIDGE MANAGEMENT SYSTEM FOR EXISTING BRIDGES"Artificial Intelligence Applications in Civil and Structural Engineering. 7-21 (1999)

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      「研究成果報告書概要(和文)」より
  • [Publications] 神波 修一郎: "橋梁維持管理システムにおけるデータベースシステムの構築"土木情報システム論文集. Vol.8. 167-174 (1999)

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      「研究成果報告書概要(和文)」より
  • [Publications] 金好 昭彦: "損傷推移モデルを用いた橋梁全体系の耐震性能評価システムの開発"材料. No.10/V-48. 1179-1186 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 鄭 勝仁: "連鎖探索型遺伝的アルゴリズムの提案と外ケーブル補強設計問題への応用"土木学会論文集. No.637/VI-45. (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Akihiko KANEYOSHI: "DEVELOPMENT OF SEISMIC DAMAGE EVALUATION SYSTEM FOR BRIDGE STRUCTURES BY USING DAMAGE TRANSITION MODEL"Proc.Of the 12^<th> World Conference on Earthquake Engineering Auckland. No.540. 1-12 (2000)

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      「研究成果報告書概要(和文)」より
  • [Publications] 宮本 文穂: "維持管理におけるコンピュータ利用技術"コンクリート工学. No.1/V-38. 43-49 (1999)

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      「研究成果報告書概要(和文)」より
  • [Publications] 宮本 文穂: "維持管理の新しい動向(コンクリート)"土木学会誌. Vol.85. 10-13 (2000)

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      「研究成果報告書概要(和文)」より
  • [Publications] KANEYOSHI, Akihiko, MIYAMOTO, Ayaho, KOGE, Takehito, NAKASHIMA, Tsunoru,: "Probabilistic Evaluation of Seismic Damages States of Bridge Structure System"Proc. of Materials, Concrete Structures and Pavements (JSCE). No. 613/V-42. 31-42 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KAWAHIGASHI, Tatsuo, KUZUME, Kazuhiro, MIYAGAWA, Toyoaki,: "Deterioration Process and Estimation of Durability of Reinforced Concrete Beams in Long-Term Exposure to Marine Environment"Proc. of Materials, Concrete Structures and Pavements. No. 613/V-42. 71-83 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] UEDA, Takao, ASHIDA, Masanobu, MIZUGUCHI, Sigeru, MIYAGAWA, Toyoaki,: "Influence of Desalination on Mechanical Behavior of Prestressed Concrete Members"Proc. of Materials, Concrete Structures and Pavements (JSCE). No. 613/V-42. 189-200 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho, NAKAMURA, Hideaki, YAMAOKA, Ken-ichi, KAWAMURA, Kei,: "Practical Application of Bridge Management System(BMS)"Bulletin of the Faculty of Engineering, Yamaguchi University,. No. 2/V-49. 79-94 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] SUZUKI, Motoyuki, AKIYAMA, Mitsuyoshi, YAMAZAKI, Yasunori, MATSUNAKA, Ryoji: "Influence of the Correlation Between Structural Variables on the Seismic Safety of RC Bridge Pier"Proc. of Materials, Concrete Structures and Pavements (JSCE). No. 620/V-43. 175-186 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] TEI, Katsuji, NAKAMURA, Hideaki, MIYAMOTO, Ayaho: "A Study on Developing Design-Strengthening Support System for Composite Plate Girder Bridges Using the External Prestressing Technique"Proc. of Materials, Concrete Structures and Pavements (JSCE). No. 623/V-43. 203-218 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KAWAMURA, Kei, MIYAMOTO, Ayaho, NAKAMURA, Hideaki, MIYAKE, Hideaki: "Improvement of Knowledge Acquisition and Machine Learning for Bridge Rating Expert System"Proc. of 15ィイD1thィエD1 Fuzzy System Symposium. 1. 727-730 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] NAKAMURA, Hideaki, KAWAMURA, Kei, MIYAMOTO, Ayaho: "Practical Application of Bridge Management System to Existing Bridge"Proc. of the Japan Concrete Institute. No. 21/V-3. 1117-1122 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] YAMAZAKI, Yasunori, MATSUNAKA, Ryoji, AKIYAMA, Mitsuyoshi: "Safety Evaluation of Bridge System under Earthquake Based on Reliability Theory"Proc. of the Japan Concrete Institute. No. 21/V-3. 1279-1284 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KOBAYASHI, Kouichi, WATANABE, Yoshihiko, HATTORI, Atsushi, MIYAGAWA, Toyoaki: "Corrosion of Steel Bar in Patched Concrete Member with Self-Compacting Concrete Damaged by Chloride Induced Corrosion"Proc. of Materials, Concrete Structures and Pavements(JSCE). No. 627/V-44. 147-160 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] NAKAMURA, Hideaki, HAMADA, Sumio, TANIMOTO, Toshio, MIYAMOTO, Ayaho: "Estimation of Thermal Crack Resistance for Mass Concrete Structures with Uncertain Material Properties"ACI Structual Journal. No. 4/V-96. 509-518 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho, KAWAMURA, Kei, NAKAMURA, Hideaki: "Optimization of Maintenance Planning for Existing Bridges by Using Bridge Management System"Proc. of the Seventh East Asia-Pacific Conference on Structural Engineering & Construction. 7. 608-613 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KAWAMURA, Kei, NAKAMURA, Hideaki, MIYAMOTO, Ayaho: "Practical Application of BMS to Existing Bridges"Proc. of 2ィイD1ndィエD1 Symposium on Structural Diagnosis. 2. 37-42 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] RAMEZANIANPOUR, Aliakubar, MIYAMOTO, Ayaho, NAKAMURA, Hideaki: "Diagnosis of Concrete Structures and Causes of Deterioration in Marine Environments"Proc. of 2ィイD1ndィエD1 Symposium on Structural Diagnosis. 2. 37-42 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho, TASAKA, Hiroshi: "Optimization of Maintenance Planning for Existing Bridges by Using Bridge Management System"Proc. of the Seventh East Asia-Pacific Conference on Structural Engineering & Construction. 7. 608-613 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho, KAWAMURA, Kei, NAKAMURA, Hideaki: "Seismic Retrofit Design of RC Bridge Piersusing Carbon Fibre Reinforcement"Proc. of 2ィイD1ndィエD1 Asia-Pacific Specialty Conference on Fibre Reinforced Concrete. 2. 119-138 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho, KAWAMURA, Kei, NAKAMURA, Hideaki: "The Development of a Bridge Management System for Existing Bridges"Proc. of Artificial Intelligence Applications in Civil and Structural Engineering. 1. 7-21 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KANBA, Shuichiro, YOSHIHARA, Nobuyoshi, NAKAMURA, Hideaki, MIYAMOTO, Ayaho: "Development of Database System for BMS (Bridge Management System)"Civil Engineering Information Processing System. Vol. 8. 167-174 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KANEYOSHI, Akihiko: "Development of Seismic Damage Evaluation System for Bridge Structures by using Damage Transition Probability Model"Journal of the Society of Materials Science. No. 10/V-48. 1179-1186 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] TEI, Katsuji, NAKAMURA, Hideaki, MIYAMOTO, Ayaho, FUJIWARA, Mitsuru: "Application of Genetic Algorithm-Based Relay Search Method for Structure Design-Strengthening Problem"Proc. of Materials, Concrete Structures and Pavements (JSCE). No. 637/VI-45. (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] KANEYOSHI, Akihiko, MIYAMOTO, Ayaho: "Development of Seismic Damage Evaluation System for Bridge Structures by using Damage Transition Model"Proc. of 12ィイD1thィエD1 World Conference on Earthquake Engineering, Auckland. No. 540. 1-12 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho: "Computer Application Technology on Maintenance Problems"Concrete Journal. No. 1/V-38. 43-49 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] MIYAMOTO, Ayaho: "A New Trend of Maintenance Problems for Concrete Structures"Journal of Japan Society of Civil Engineering. Vol. 85. 10-13 (2000)

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

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Published: 2001-10-23  

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