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Development of an Expert System for flood Control Supporting based on Co-operating Knowledge-based Systems

Research Project

Project/Area Number 02555118
Research Category

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

Allocation TypeSingle-year Grants
Research Field Hydraulic engineering
Research InstitutionKYOTO UNIVERSITY

Principal Investigator

TAKASAO Takuma  Kyoto Univ., Civil Eng., Professor, 工学部, 教授 (30025895)

Co-Investigator(Kenkyū-buntansha) HORI Tomoharu  Kyoto Univ., Civil Eng., Instructor, 工学部, 助手 (20190225)
SHIIBA Michiharu  Kyoto Univ., Civil Eng., Associate Professor, 工学部, 助教授 (90026352)
Project Period (FY) 1990 – 1992
Project Status Completed (Fiscal Year 1992)
Budget Amount *help
¥7,500,000 (Direct Cost: ¥7,500,000)
Fiscal Year 1992: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1991: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1990: ¥5,800,000 (Direct Cost: ¥5,800,000)
KeywordsFlood control / Reservoir Operation / Artificial Intelligence / Expert System / Fuzzy Set Theory / Cooperative Problem Solving / Dam For Flood Control / Decision Support / 洪水 / 意思決定 / 洪水制御 / エキスパ-トシステム / ダム操作 / オブジェクト指向 / 貯水地操作 / プロダクションシステム / ファジィ推論
Research Abstract

A flood control support environment, which is based on cooperatin knowledge-based systems, is designed. The system proposed herein has two levels of cooperation among its subsystems.
On the upper level of cooperation, a procedural knowledge system, which processes quantitative data with mathematical algorithm, is linked with an inference system, which deals with qualitative information and knowledge expressed in the form of language. They synthetically support floow control work through information processing in each system and information interchange between them.
The lower level of cooperation takes place among knowledge-based systems in the inference system. The inference system proposed here is composed of several self-contained knowledge-based systems, each of which is an expert system with an inference engine, a knowledge base and a data base. Each knowledge-based system deals with a partial issue of a flood control problem. Flood control problems, such as how much water should be released from a storage reservoir, are solved through the inference process in each knowledge-based system and the communication among them. In this study, we adopt two types of knowledge-based systems according to the information types to be processed in each system : one with an inference process based on a production system and the other with a fuzzy inference process.
The way how to imprive an expert system designed as a prototype is also investigated and the hierachical structure of knowledge-based systems is proposed. In this framework, the knowledge-based system designed above is divided into several knowledge-based systems according to the type of data used as grounds of decision and the meta knowledge-based system is inroduced to manage these systems.

Report

(4 results)
  • 1992 Annual Research Report   Final Research Report Summary
  • 1991 Annual Research Report
  • 1990 Annual Research Report
  • Research Products

    (16 results)

All Other

All Publications (16 results)

  • [Publications] 高棹 琢馬: "洪水制御支援のための知識構成と獲得法に関する一考察" 水文・水資源研究のためのAI技術の利用に関するシンポジウム論文集、水文・水資源学会. 25-32 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takuma Takasao: "A Flood Control Support System Based on Cooperatimg Knowledge-based Systems" Journal of Hydroscience and Hydraulic Engineering,. 9. 81-90 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takuma Takasao: "A Flood Control Support System Based on Distributed Knowledge-based Systems-Integrated Use of Production System and Fuzzy Inference System-" Proc.of Fifth International Symposium on Urban Storm Drainage. 1. 209-214 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 高棹 琢馬: "協調問題解決型洪水制御支援環境の設計" 土木学会水工学論文集. 34. 595-600 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takasao, T., M.Shiiba and T.Hori: "Study on Knowledge Acquisition and Stracturing for flood control supporting" Proc.of Symposium of AI applications in Hydrology and Water Resources Engineering. 25-32 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takasao, T., M.Shiiba and T.Hori: "A Flood Control Support System Based on Cooperating Knowledge-based Systems" Journal of Hydroscience and Hydraulic Engineering. Vol.9, No.2. 81-90 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takasao, T., M.Shiiba and T.Hori: "A Flood Control Support System Based on Distributed Knowledge-based Systems -Integrated Use of Production System and Fuzzy Inference system-" Proc.of Fifth International Conference on Urban Storm Drainage. Vol.1. 209-214 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takasao, T., M.Shiiba, T.Hori and H.Sasaki: "A Flood Control Support System Based on Cooperating Knowledge-based Systems" Proc.of Hydraulic Engineering, JSCE. Vol.34. 595-600 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Takuma TAKASAO: "A Flood Control Support Environment Based on Cooperating Knowledge-Based Systems" Journal of Hydroscience and Hydraulic Engineering,JSCE. 9. 81-90 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 高棹 琢馬: "洪水制御支援のための知識構成と獲得法に関する一考察" 水文・水資源研究のための人工技術の利用に関するシンポジウム論文集,水文・水資源学会. 25-32 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 高棹 琢馬: "多段階知識構成法を用いた協調問題解決型洪水制御支援システムの構築" 平成5年度土木学会関西支部年次学術講演会概要集(発表予定). (1993)

    • Related Report
      1992 Annual Research Report
  • [Publications] 高棹 琢馬: "ダム操作支援における知識獲得と知識ベース設計手法に関する一考察" 土木学会第47回年次学術講演会講演概要集第2部. 504-505 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 高棹 琢馬: "ダム操作支援における洪水ピーク判定のための知識ベース設計に関する一考察" 平成4年度土木学会関西支部年次学術講演会概要集. II-17-1-II-17-2 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] Takasao,Takuma: "A Flood Control Support Environment Based on Cooperating knowledge-based Systems" Jourmal of Hydroscience and Hydraulic Engineering,JSCE. Vol.9. 81-90 (1992)

    • Related Report
      1991 Annual Research Report
  • [Publications] Takasao,T.,M.Shiiba and T.Hori: "A Flood Control Support System Based on a DistributedーKnowledge Base ModelーIntegrated Use of Production System and Fu_<33y> Inference Systemー" Proc.of Fifth International Conference on Urban Storm Drainage,Suita,Osaka,Japan,July 23ー27,1990.209-214 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] Takasao,T.,M.Shiiba and T.Hori: "A Flood Control Support Environment Based on Cooperating knowledgeーBased Systems" Journal of Hydroscience and Hydraulic Engineering,Japan Society of Civil Engineering.

    • Related Report
      1990 Annual Research Report

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Published: 1990-04-01   Modified: 2016-04-21  

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