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Study on User Modeling Method for Low Energy Consumption of Air-conditioner Considering the Relationship between Resident and Environment

Research Project

Project/Area Number 24500921
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field General human life sciences
Research InstitutionSaitama University

Principal Investigator

KOJIMA Kazuyuki  埼玉大学, 理工学研究科, 助教 (60361391)

Co-Investigator(Renkei-kenkyūsha) OKUMURA Takahiro  埼玉医科大学, 保健医療学部, 助教 (30458533)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords空気調和 / センサーネットワーク / 温熱的快適性 / 省エネ / 計測制御 / 環境計測 / 生体情報計測
Outline of Final Research Achievements

In this study, we proposed a new air-conditioning control methodology in order to both reduce energy consumption and keep thermal comfort in residential environment. We verified its effect by conducting experiments using subjects. In our conventional study, we had developed the method to predict individual thermal comfort and resident’s thermal requirement at a laboratory level. This study expanded the level to an actual environment. We conducted experiments in the real environment in which unspecified a large number of sensors on a network was selectively used for modeling the resident’s thermal characteristics online.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (13 results)

All 2014 2013 2012 Other

All Presentation (12 results) Remarks (1 results)

  • [Presentation] Development of Pavement Surface Inspection System for Wheel Chair Comfortability2014

    • Author(s)
      M.Sato, J.Kaneko and K.Kojima
    • Organizer
      2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE 2014)
    • Place of Presentation
      幕張メッセ(千葉)
    • Year and Date
      2014-10-07 – 2014-10-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] Controller Design for Air-conditioners Considering of Occupant’s Requests by using Bayesian Network2014

    • Author(s)
      K.Kojima and T.Okumura
    • Organizer
      The 3rd International Conference on Design Engineering and Science (ICDES 2014)
    • Place of Presentation
      プルゼニ(チェコ共和国)
    • Year and Date
      2014-08-31 – 2014-09-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 環境センサ群を用いた温熱環境下の居住者の空調機器操作予測2014

    • Author(s)
      小島一恭, 奥村高広
    • Organizer
      日本機械学会ロボティク ス・メカトロニクス講演会2014(ROBOMEC2014)
    • Place of Presentation
      富山国際会議場(富山)
    • Year and Date
      2014-05-25 – 2014-05-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Web スクレイピングによる温熱データと居住者の温冷感申告との関係性2014

    • Author(s)
      小島一恭, 奥村高広
    • Organizer
      日本機械学会 第14 回機素潤滑設計部門講演会
    • Place of Presentation
      信州松代ロイヤルホテル(長野)
    • Year and Date
      2014-04-21 – 2014-04-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] Bayesian Network-based Air-conditioning Control Considering of Occupants Requests2014

    • Author(s)
      Kojima, K. and Okumura, T.
    • Organizer
      2014 IEEE International Conference on Consumer Electronics (ICCE2014)
    • Place of Presentation
      Las Vegas, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] ベイジアンネットワークを用いた室内空調機器の操作予測2014

    • Author(s)
      小島一恭, 奥村高広
    • Organizer
      日本機械学会関東支部第20期総会・講演会
    • Place of Presentation
      東京農工大学小金井キャンパス(東京)
    • Related Report
      2013 Research-status Report
  • [Presentation] Effects of electromagnetic interferences on implantable cardiac pacemakers2013

    • Author(s)
      Okumura, T. and Kojima, K.
    • Organizer
      2013 IEEE 2nd Global Conference on Consumer Electronics (GCCE2013)
    • Place of Presentation
      幕張メッセ国際会議場(千葉)
    • Related Report
      2013 Research-status Report
  • [Presentation] センサネットワークを用いた居住者の活動局面に応じた快適度推定2012

    • Author(s)
      小島一恭
    • Organizer
      日本機械学会第12回機素潤滑設計部門講演会
    • Place of Presentation
      愛知県県民文化会館
    • Related Report
      2012 Research-status Report
  • [Presentation] 室内外の環境情報に基づく居住者の個人差を考慮した快適度推定2012

    • Author(s)
      小島一恭
    • Organizer
      本機械学会ロボティクス・メカトロニクス講演会2012(ROBOMEC2012)
    • Place of Presentation
      アクトシティ浜松
    • Related Report
      2012 Research-status Report
  • [Presentation] Predictive Modeling of Thermal Comfort Based on Relationship between Occupant's Satisfaction and Thermal Aspects Using Sensor Network2012

    • Author(s)
      K.Kojima and T.Okumura
    • Organizer
      2012 ASME-ISPS / JSME-IIP Joint International Conference on Micromechatronics for Information and Precision Equipment (MIPE2012)
    • Place of Presentation
      米国カリフォルニア州サンタクララ大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Automatic Generation of VHDL for Controller of Inverted Pendulum in Consideration of Robustness2012

    • Author(s)
      K.Kojima
    • Organizer
      SICE2012 SICE Annual Conference
    • Place of Presentation
      愛媛県県民文化会館
    • Related Report
      2012 Research-status Report
  • [Presentation] 距離画像センサを用いたロボットアーム制御に関する教育事例2012

    • Author(s)
      小島一恭
    • Organizer
      日本機械学会 2012年度年次大会
    • Place of Presentation
      秋田大学
    • Related Report
      2012 Research-status Report
  • [Remarks] 小島一恭 - 研究業績一覧

    • URL

      http://hilab.mech.saitama-u.ac.jp/Faculty/kojima/papers.htm

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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