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Economic evaluation of risk of investment in energy conservation of building

Research Project

Project/Area Number 18K04462
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 23020:Architectural environment and building equipment-related
Research InstitutionKogakuin University

Principal Investigator

Togashi Eisuke  工学院大学, 建築学部(公私立大学の部局等), 准教授 (00547078)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2019: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2018: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords建築設備 / エネルギー / 金融工学 / リスク / 運用 / エミュレータ / 不確実性 / モンテカルロ法 / 省エネルギー / 建物運用 / 熱負荷 / 確率 / 省エネ / 不動産 / 省エネ投資 / 確率モデル
Outline of Final Research Achievements

In order to quantify the value of investment in energy efficiency and conservation in buildings in a way that is comparable to general financial instruments, this study clarified the uncertainty of such investment. First, we evaluated the uncertainty by simulation using the Monte Carlo method by incorporating a stochastic model of weather conditions and office worker behavior. In addition, we developed an elaborate simulation model including the control system, and collected a large number of virtual operational data by holding a championship in which participants competed in virtual operations against the model. By analyzing these operational data, we quantified the uncertainty associated with the operations. The above results have been summarized in three refereed domestic refereed papers and three refereed international papers.

Academic Significance and Societal Importance of the Research Achievements

従来の建築エネルギーシミュレーションは確定的な境界条件によって期待値を予測するものであったが、本研究では投資評価に必要となる不確実性を表現する方法を検討している。この結果、一般の金融商品への投資と建築省エネルギー投資の比較可能性が高まり、社会全体での最適資源配分につながる。また、設備の運用がエネルギー消費に影響を与えることは多くの者が経験的に知ることだが、その不確実性をはじめて定量的に評価することに成功しており、運用改善によるエネルギー削減への動機を高めることになる。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (7 results)

All 2020 2019 2018 Other

All Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 3 results) Remarks (1 results)

  • [Journal Article] The first world championship in cybernetic building optimization2020

    • Author(s)
      Togashi Eisuke、Miyata Masato、Yamamoto Yoshihide
    • Journal Title

      Journal of Building Performance Simulation

      Volume: 13 Issue: 3 Pages: 391-408

    • DOI

      10.1080/19401493.2020.1741685

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of building thermal environment emulator to evaluate the performance of the HVAC system operation2019

    • Author(s)
      Eisuke Togashi, Masato Miyata
    • Journal Title

      Journal of Building Performance Simulation

      Volume: Vol.12 Issue 5 Issue: 5 Pages: 663-684

    • DOI

      10.1080/19401493.2019.1601259

    • Related Report
      2019 Research-status Report 2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] PREDICTION OF ENERGY CONSUMPTION IN VWV SYSTEM BY MINIMUM DIFFERENTIAL PRESSURE CONTROL2019

    • Author(s)
      TOGASHI Eisuke
    • Journal Title

      Journal of Environmental Engineering (Transactions of AIJ)

      Volume: 84 Issue: 757 Pages: 281-289

    • DOI

      10.3130/aije.84.281

    • NAID

      130007628065

    • ISSN
      1348-0685, 1881-817X
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of Energy Conservation Technology on Value of Real Estate2018

    • Author(s)
      富樫 英介
    • Journal Title

      Transactions of the Society of Heating,Air-conditioning and Sanitary Engineers of Japan

      Volume: 43 Issue: 253 Pages: 31-37

    • DOI

      10.18948/shase.43.253_31

    • NAID

      130007624138

    • ISSN
      0385-275X, 2424-0486
    • Year and Date
      2018-04-05
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 設備システムの省エネルギー化が不動産価値に与える影響の定量的評価方法に関する研究 第5報2018

    • Author(s)
      富樫 英介
    • Journal Title

      空気調和・衛生工学会 論文集

      Volume: 43/255 Pages: 21-28

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Risk analysis of energy efficiency investments in buildings using the Monte Carlo method2018

    • Author(s)
      Togashi Eisuke
    • Journal Title

      Journal of Building Performance Simulation

      Volume: 12 Issue: 4 Pages: 504-522

    • DOI

      10.1080/19401493.2018.1523949

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Remarks] WCCBO

    • URL

      http://www.wccbo.org

    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2022-01-27  

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