Journal Paper アーカイブ - The University of Tokyo Building GX Research Group

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Sep 9th, 2026

Review on dynamic HVAC modeling for smart buildings: Advancing fault detection and diagnosis, control optimization, and demand-side energy flexibility Shanrui Shi, Shohei Miyata, Yasunori Akashi
Journal of Building Engineering, 2026, 117259

https://doi.org/10.1016/j.jobe.2026.117259

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Sep 1st, 2026

サブ秒スケールの高解像計測に基づく搬送系動的モデル開発岸田立, 宮田翔平, 兼子泰明, 矢島和樹, 赤司泰義, 空気調和・衛生工学会論文集, 2026, 51 巻, 354 号, p. 1-10

https://doi.org/10.18948/shase.51.354_1

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Aug 24th, 2026

Configuration-aware representation for generalizable indoor airflow field surrogates under ceiling fan reconfiguration Yiting Zhang, Wei Liang, Yue Lei, Roman Buckle, Kian Wee Chen, Ippei Izuhara, Shohei Miyata, Eikichi Ono, Adrian Chong
Building and Environment, Available online 24 August 2026, 115167

https://doi.org/10.1016/j.buildenv.2026.115167

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Aug 1st, 2026

継続的なセンシングを用いた換気設備の状態基準メンテナンスの効果検証谷口景一朗, 佐藤大輔, 松井伸樹, 赤司泰義, 空気調和・衛生工学会論文集, 2026, 51 巻, 353 号, p. 1-10

https://doi.org/10.18948/shase.51.353_1

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May 1st, 2026

スマートビルにおける建築設備の高度化に関する考察宮田翔平, 青山剛士, 熊尾隆丈, 村澤達, 田中勝彦, 赤司泰義, 空気調和・衛生工学会論文集, 2026年5月, 51 巻, 350 号, p. 35-45

https://doi.org/10.18948/shase.51.350_35

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Dec 1st, 2025

座席移動を伴う個人差空調システムに関する研究：制御ロジックが執務者の満足度に与える影響神谷洋介, 谷口景一朗, 村上弘晃, 佐藤大輔, 松井伸樹, 赤司泰義
日本建築学会環境系論文集, 2025, 90 巻, 838 号, p. 617-626

https://doi.org/10.3130/aije.90.617

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Nov 26th, 2025

Multi-source domain adaptation for personalized thermal comfort prediction using wearable sensors Chuangkang Yang, Keiichiro Taniguchi, Yasunori Akashi
Energy and Buildings, Vol.351, 116718, 2026

https://doi.org/10.1016/j.enbuild.2025.116718

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Nov 25th, 2025

CO2排出削減に向けた太陽光発電パネル及び蓄電池の街区導入効果辻井萌々香, 和田一樹, 宮田翔平, 赤司泰義
空気調和・衛生工学会論文集, 2025, 50巻, 345号, p.1-10

https://doi.org/10.18948/shase.50.345_1

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Nov 4th, 2025

Multi-objective daylight and energy-use optimization of the office building in climatic conditions of Ukraine Bogdan Kutsevych, Keiichiro Taniguchi
Energy Efficiency First, Volume 2, 2025, 100007

https://doi.org/10.1016/j.eef.2025.100007

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Nov 1st, 2025

東京における第五世代地域冷暖房システムの導入効果－需要家負荷特性の考慮と太陽熱利用・蓄熱槽の導入ケーススタディ－瀧内一輝, 宮田翔平, 赤司泰義
空気調和・衛生工学会論文集, 2025, 50巻, 344号, p.11-20

https://doi.org/10.18948/shase.50.342_11

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Sep 5th, 2025

地震リスクに対する空調・換気システムの事業継続性能評価法の開発中谷優太, 宮田翔平, 八百山太郎, 谷口景一朗, 糸井達哉, 赤司泰義
空気調和・衛生工学会論文集 2025

https://doi.org/10.18948/shase.50.342_11

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Aug 15th, 2025

A hybrid multi-agent distributed optimal control strategy of multizone VAV systems for edge computing in smart buildings, Energy and Buildings Shanrui Shi, Shohei Miyata, Yasunori Akashi,
Energy and Buildings, Volume 345, 2025, 116089

https://doi.org/10.1016/j.enbuild.2025.116089

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Aug 1st, 2025

セマンティックデータモデルに基づく空調システム自動不具合検知・診断の自律的構築フレームワークの提案黄夢甜, 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 2025

https://doi.org/10.18948/shase.50.341_9

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Apr 4th, 2025

Year-round operational optimization of HVAC systems using hierarchical deep reinforcement learning for enhancing indoor air quality and reducing energy consumption 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

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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Mar 6th, 2025

Predicting indoor temperature distribution with low data dependency using recurrent neural networks. J. Wang, S. Miyata, K. Taniguchi, Y. Akashi
Journal of Asian Architecture and Building Engineering

https://doi-org.utokyo.idm.oclc.org/10.1080/13467581.2025.2474818

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Jan 15th, 2025

Hybrid personalized thermal comfort model based on wrist skin temperature C. Yang, K. Taniguchi, Y. Akashi, et al.
Building and Environment 2025

https://doi.org/10.1016/j.buildenv.2024.112321

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Jan 1st, 2025

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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Nov 5th, 2024

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

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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Jun 15th, 2024

Design–operation gap caused by parameter variance in HVAC system control sequences: A simulation-based study on energy efficiency and temperature controllability 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

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

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

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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