Publications

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Year

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Nov 15th, 2023

  • #International Conference
Development of control systems for VRF indoor units responds to individual thermal preferences READ MORE
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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
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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
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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
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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
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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
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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
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Sep 1st, 2023

    Causal connection between psychological view and daylighting evaluation in living spaces READ MORE
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    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
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    • 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
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    • 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
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    • International Conference/

    Sep 1st, 2023

    • #International Conference
    Neutralizing room pressure in multi-room VAV systems through model-based static pressure reset control READ MORE
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    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
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    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
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    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
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    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
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    Jul 1st, 2023

    • #Refereed Journal Publications
    Energy saving and indoor temperature control for an office building using tube-based robust model predictive control Yuan Gao, Shohei Miyata, Yasunori Akashi
    Applied Energy 2023     READ MORE
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    Jun 26th, 2023

    • #Refereed Journal Publications
    Risk control of energy performance fluctuation in multi-unit housing for weather uncertainty J. Wang, M. Mae, K. Taniguchi
    Buildings 2023     READ MORE
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    Jun 20th, 2023

    • #Refereed Journal Publications
    BIM活用に向けた設計初期段階における環境シミュレーションのための窓モデルの開発 (その1)：窓モデルの熱負荷への影響検討 池谷 風雅, 齊藤 孝一郎, 谷口 景一朗, 村井 一
    日本建築学会技術報告集 2023     READ MORE
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    Jun 5th, 2023

    • #Refereed Journal Publications
    再エネと蓄電池を有する建築物エネルギーシステムにおける負荷平準化モデル予測制御　固定料金制に基づく蓄電池充放電による再エネの最大活用 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
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    Jun 1st, 2023

    • #Refereed Journal Publications
    室内温熱環境分布に基づく座席移動が在室者全体の熱的満足度に及ぼす影響 谷口 景一朗, 石浦 皓平, 宮田 翔平, 赤司 泰義
    日本建築学会環境系論文集 2023     READ MORE
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    Jun 1st, 2023

    • #Refereed Journal Publications
    A review of data-driven fault detection and diagnostics for building HVAC systems Z. Chen, S. Miyata, et al.
    Applied Energy 2023     READ MORE
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    May 5th, 2023

    • #Refereed Journal Publications
    Brick Schemaを活用した空調システムシミュレーション構築支援・活用フレームワークの提案 宮田 翔平, 小暮 友太, 赤司 泰義, 谷口 景一朗
    空気調和・衛生工学会 論文集 2023     READ MORE
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    Apr 15th, 2023

    • #Refereed Journal Publications
    Improving training efficiency for scalable automated fault detection and diagnosis in chilled water plants by transfer learning S. Miyata, Y. Kuwahara, S. Tsunemoto, K. Tanaka, Y. Akashi
    Energy and Buildings 2023     READ MORE