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Establishment of Identification Method for Moisture Properties of Building Materials by Experimental and Numerical Analysis

Research Project

Project/Area Number 17K18194
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Architectural environment/Equipment
Clothing life/Dwelling life
Research InstitutionShonan Institute of Technology

Principal Investigator

Kuma Yuko  湘南工科大学, 工学部, 准教授 (10617749)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords湿気 / 物性値 / 建築材料 / 数値解析 / 機械学習 / 数値計算 / 吸放湿
Outline of Final Research Achievements

We proceeded with system verification for multiple materials, for establishment of a method for identifying moisture properties of building materials by experiments and numerical calculations. In addition, we began to construct a user support system for dissemination of numerical calculation software which can analyze of heat and moisture transfer.

Academic Significance and Societal Importance of the Research Achievements

本研究は,湿気に関わる材料物性値の整理,実測実験と数値解析の併用による調湿建材の評価を目的としている。数値計算ソフトウェアの汎用性向上と普及のため,計算アルゴリズムの解析による高効率化とユーザ支援システムの構築を行っている。2018年度からは,昨今,急速に発展するAI技術,とくに機械学習のアルゴリズムを適用することで,実測値の学習から評価・予測モデルの作成を行うことに取り組んでいる.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (4 results)

All 2018

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (3 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Construction of the User Support System for Performance Evaluation Tool of Building Environment2018

    • Author(s)
      1.Yuko Kuma, Yusuke Nakaya, Akihito Ozaki
    • Journal Title

      Journal of Asian Institute of Low Carbon Design

      Volume: 2018 Pages: 39-42

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] Study on Indoor Thermal Environment of Solar Heat Utilization House2018

    • Author(s)
      Yuko Kuma
    • Organizer
      Grand Renewable Energy 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 太陽熱を利用するハイブリッド給湯・浴室乾燥システムに 関する研究 その22018

    • Author(s)
      谷川沙希 尾崎明仁 隈裕子 李明香 鹿嶋渉
    • Organizer
      日本建築学会
    • Related Report
      2018 Research-status Report
  • [Presentation] 太陽熱を利用するハイブリッド給湯・浴室乾燥システムに 関する研究 その32018

    • Author(s)
      鹿嶋渉 尾崎明仁 隈裕子 李明香 谷川沙希
    • Organizer
      日本建築学会
    • Related Report
      2018 Research-status Report

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Published: 2017-04-28   Modified: 2021-02-19  

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