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Year

  • Publications/
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Apr 4th, 2025

  • #Refereed Journal Publications
Year-round operational optimization of HVAC systems using hierarchical deep reinforcement learning for enhancing indoor air quality and reducing energ… C. Liao, S. Miyata, M. Qu, Y. Akashi
Applied Energy, 2025

https://doi.org/10.1016/j.apenergy.2024.124683

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Apr 1st, 2025

  • #Refereed Journal Publications
Transfer learning with unsupervised domain adaptation for personal thermal comfort prediction C. Yang, K. Taniguchi, Y.Akashi
Energy and Buildings 2025

https://doi.org/10.1016/j.enbuild.2025.115449

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Jan 7th, 2025

  • #International Conference
Acquisition and visualization of HVAC data by autonomous mobile robots READ MORE
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Jan 1st, 2025

  • #Refereed Journal Publications
Event-driven model-based optimal demand-controlled ventilation for multizone VAV systems: Enhancing energy efficiency and indoor environmental quality S. Shi, S. Miyata, Y. Akashi
Applied Energy 2025

https://doi.org/10.1016/j.apenergy.2024.124683

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Dec 1st, 2024

  • #International Conference
Human-centric air conditioning system with seat changes: Control logic combining seat change recommendations and air conditioning control READ MORE
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Dec 1st, 2024

  • #International Conference
Personalized thermal comfort prediction modeling based on transfer learning READ MORE
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Dec 1st, 2024

  • #International Conference
Development of environmental soft sensors using cDCGAN to estimate the indoor thermal environments distribution READ MORE
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Dec 1st, 2024

  • #International Conference
Evaluation of the solar shading performance of various combinations of shading materials and blinds READ MORE
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Dec 1st, 2024

  • #International Conference
A plug-and-play workflow framework for data-driven AFDD application development using brick schema READ MORE
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Dec 1st, 2024

  • #International Conference
Natural ventilation operation method to investigate the compatibility between IAQ and thermal environment in school buildings READ MORE
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Nov 5th, 2024

  • #Refereed Journal Publications
既存建物の機械設備図面に基づく空間・設備のセマンティックデータの自動構築 マルチパッケージ型空調の機器表を題材とするケーススタディ 加藤 俊介, 宮田 翔平, 谷口 景一朗, 赤司 泰義
空気調和・衛生工学会 論文集 2024 READ MORE
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Nov 1st, 2024

  • #Refereed Journal Publications
狭小戸建住宅におけるPV発電を用いた温水式床暖房と潜熱蓄熱建材併用による冬期の空調消費電力削減効果 野澤 文珠香, 季 思雨, 谷口 景一朗, 高瀬 幸造, 前 真之
日本建築学会環境系論文集 2024 READ MORE
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Sep 1st, 2024

  • #International Conference
Performance evaluation and analysis method of PASSIVETOWN considering residents’ behavior, International Conference on Heritage-led development, shari… READ MORE
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Jun 15th, 2024

  • #Refereed Journal Publications
Design–operation gap caused by parameter variance in HVAC system control sequences: A simulation-based study on energy efficiency and temperature cont… A. Nomura, S. Shi, S. Miyata, Y. Akashi, M. Momota, T. Sawachi
Journal of Building Engineering 2024 READ MORE
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May 15th, 2024

  • #Refereed Journal Publications
Model-based optimal control strategy for multizone VAV air-conditioning systems for neutralizing room pressure and minimizing fan energy consumption S. Shi, S. Miyata, Y. Akashi, M. Momota, T. Sawachi, Y. Gao
Building and Environment 2024 READ MORE
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Apr 15th, 2024

  • #Refereed Journal Publications
Exploring the spatial distribution for efficient sewage heat utilization in urban areas using the urban sewage state prediction model W. Chen, J. Lim, S. Miyata, Y. Akashi
Applied Energy 2024 READ MORE
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Mar 15th, 2024

  • #Refereed Journal Publications
Successful application of predictive information in deep reinforcement learning control: A case study based on an office building HVAC system Y. Gao, S. Shi, S. Miyata, Y. Akashi
Energy 2024 READ MORE
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Mar 12th, 2024

  • #Master's Thesis
中谷 優太, 空調・換気システムの事業継続性能評価法の開発, 2024 READ MORE
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Mar 1st, 2024

  • #Dissertation
  • #New elemental technologies and evaluation methods for building environment and services
木虎 久隆, 複数地域冷暖房プラントの熱融通・デマンドレスポンス制御に関する研究, 2024 READ MORE
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Feb 20th, 2024

  • #Refereed Journal Publications
狭小敷地に建つ戸建住宅における窓の設計と窓付属物操作による温熱・光・視環境およびエネルギー性能の改善 佐竹 良太, 辻 果歩, 野澤 文珠香, 岸本 尚子, 谷口 景一朗, 前 真之
日本建築学会技術報告集 2024 READ MORE
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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