Publications

2023

Bachelor ThesisMaster ThesisDissertationJournal PaperInternational ConferenceDegree Thesis All

Year

  • Publications/
  • Master Thesis/

Dec 12th, 2023

  • #Master's Thesis
張 帝, Development of Hourly Electrical Demand Estimation Method for Commercial Buildings Using Deep Learning: Decomposition Estimation from Monthly to Hourly Values（深層学習を用いた業務用建築物の時刻別電力需要推定手法の開発：月積算値から時刻別数値への分解推定）,2023 READ MORE
  • Publications/
  • Master Thesis/

Dec 12th, 2023

  • #Master's Thesis
小暮 友太, データ駆動型ビル運用のためのデータモデリング:Brick Schema を用いたシステムメタデータの作成と利用, 2023 READ MORE
  • Publications/
  • Master Thesis/

Dec 12th, 2023

  • #Master's Thesis
平井 里奈, 室内環境分布活用に向けた温度ソフトセンサー開発と個人の熱的嗜好の調査, 2023 READ MORE
  • Publications/
  • Master Thesis/

Dec 12th, 2023

  • #Master's Thesis
  • #New elemental technologies and evaluation methods for building environment and services
金 軍傑, 働き方の変化によるオフィスビルエネルギー消費への影響 READ MORE
  • Publications/
  • Master Thesis/

Dec 12th, 2023

  • #Master's Thesis
石 閃瑞, Model-based Optimal Control Strategies for Multizone VAV Air-conditioning Systems Considering Room Pressure Neutralization（室内中立化を考慮したマルチゾーンVAV空調システムのモデルベース最適制御）,2023 READ MORE
  • Publications/
  • Journal Paper/

Dec 1st, 2023

  • #Refereed Journal Publications
天井放射パネル空調性能予測手法の提案 （その2）：天井放射パネル空調の設計のための各種性能線図 伊藤 清, 赤司 泰義
日本建築学会環境系論文集 2023 READ MORE
  • Publications/
  • Journal Paper/

Nov 15th, 2023

  • #Refereed Journal Publications
Interpretable deep learning for hourly solar radiation prediction: A real measured data case study in Tokyo Y. Gao, S. Miyata, Y. Akashi
Journal of Building Engineering 2023 READ MORE
  • Publications/
  • International Conference/

Nov 15th, 2023

  • #International Conference
Integrated personalized thermal comfort model for input variable reduction READ MORE
  • Publications/
  • International Conference/

Nov 15th, 2023

  • #International Conference
Development of control systems for VRF indoor units responds to individual thermal preferences READ MORE
  • Publications/
  • Journal Paper/

Nov 5th, 2023

  • #Refereed Journal Publications
電力の変動料金制における建築エネルギーシステムの蓄電池モデル予測制御 松浪 佑宜, 宮田 翔平, 高 原, 川上 理亮, 柴田 克彦, 赤司 泰義
空気調和・衛生工学会 論文集 2023 READ MORE
  • Publications/
  • Journal Paper/

Nov 1st, 2023

  • #Refereed Journal Publications
Automated fault detection and diagnosis of chiller water plants based on convolutional neural network and knowledge distillation Y. Gao, S. Miyata, Y. Akashi
Building and Environment 2023 READ MORE
  • Publications/
  • Journal Paper/

Oct 20th, 2023

  • #Refereed Journal Publications
環境配慮の要素技術の組合せを居住者がモード切替えする住宅の設計手法（その2）：環境配慮技術活用の建築要素に対する環境調整行動の記述方法の開発 岩橋 祐之, 小泉 雅生, 谷口 景一朗, 辻 果歩
日本建築学会技術報告集 2023 READ MORE
  • Publications/
  • Journal Paper/

Oct 15th, 2023

  • #Refereed Journal Publications
Spatio-temporal interpretable neural network for solar irradiation prediction using transformer Y. Gao, S. Miyata, Y. Matsunami, Y. Akashi
Energy and Buildings 2023 READ MORE
  • Publications/
  • Journal Paper/

Oct 15th, 2023

  • #Refereed Journal Publications
How to improve the application potential of deep learning model in HVAC fault diagnosis: Based on pruning and interpretable deep learning method Y. Gao, S. Miyata, Y. Akashi
Applied Energy 2023 READ MORE
  • Publications/
  • Journal Paper/

Oct 5th, 2023

  • #Refereed Journal Publications
Brick Schemaを用いた複数熱源システムのメタデータモデルと展開可能なアプリケーション 小暮 友太, 宮田 翔平, 赤司 泰義, 谷口 景一朗
空気調和・衛生工学会 論文集 2023 READ MORE
  • Publications/
  • International Conference/

Sep 1st, 2023

  • #International Conference
Multi-objective design and performance analysis of renewable energy cogeneration systems considering the effects of climatic conditions READ MORE
  • Publications/
  • International Conference/

Sep 1st, 2023

  • #International Conference
Neutralizing room pressure in multi-room VAV systems through model-based static pressure reset control READ MORE
  • Publications/
  • International Conference/

Sep 1st, 2023

  • #International Conference
Increasing accuracy of distribution prediction via an environmental soft sensor to realize air conditioning that combines personal comfort and indoor environmental distribution READ MORE
  • Publications/
  • International Conference/

Sep 1st, 2023

    Causal connection between psychological view and daylighting evaluation in living spaces READ MORE
    • Publications/
    • Journal Paper/

    Sep 1st, 2023

    • #Refereed Journal Publications
    New assessment method for solar radiation effects on indoor thermal comfort based on scalar irradiance – Using volume photon mapping K. Matsuda, K. Taniguchi, N. Yoshizawa, et al.
    Building and Environment 2023     READ MORE
    • Publications/
    • International Conference/

    Sep 1st, 2023

    • #International Conference
    Phyvac: a Python module for highly flexible HVAC system simulation, and fault dataset generation as an application example READ MORE
    • Publications/
    • Journal Paper/

    Aug 1st, 2023

    • #Refereed Journal Publications
    Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives H. Li, S. Miyata, et al.
    Applied Energy 2023     READ MORE
    • Publications/
    • Journal Paper/

    Jul 5th, 2023

    • #Refereed Journal Publications
    複数プラントを有する地域冷暖房システムの熱融通の有効性に関する研究 木虎 久隆, 宮田 翔平, 赤司 泰義
    空気調和・衛生工学会 論文集, 2023     READ MORE
    • Publications/
    • Journal Paper/

    Jul 1st, 2023

    • #Refereed Journal Publications
    住宅居住者の環境調整行動に関する研究（その2）：戸建住宅の窓および窓付属物に関する居住者意識の実態調査 辻 果歩, 前 真之, 谷口 景一朗, 岸本 尚子
    日本建築学会環境系論文集 2023     READ MORE