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建物サステナビリティに向けた在室者中心の熱制御が運用炭素性能に与える影響

Impact of occupant-centric thermal control on operational carbon performance for building sustainability (原題)

Eun Ji Choi, Young Jae Choi, Min Chae Seo, Geun Young Yun, Jin Woo Moon

Indoor and Built Environment📚 査読済 / ジャーナル2026-10-19#省エネOrigin: Global経営インパクト: コスト削減対象セクター: real_estate
DOI: 10.1177/1420326x261500666
原典: https://doi.org/10.1177/1420326x261500666

🤖 gxceed AI 要約

日本語

在室者の代謝率(MET)と着衣量(CLO)をHVAC制御にリアルタイム反映する在室者中心制御フレームワークを提案し、シミュレーション・テストベッド・リビングラボの三段階で検証した。リビングラボでは従来の温度基準制御に対し炭素排出を平均約63%削減しつつ快適性を維持した。在室者変数が運用炭素性能を左右する重要制御入力であることを示す。

English

Proposes an occupant-centric HVAC control framework integrating real-time metabolic rate (MET) and clothing insulation (CLO) via a feedback loop, validated through simulation (110 MET–CLO combinations), test-bed experiments (8 participants), and an 8-day living lab (11 occupants). Against conventional temperature-based control, the framework cut operational carbon emissions by ~63% on average while maintaining comfort, with MET mattering more than CLO under heating. Occupant variables are shown to be critical control inputs for low-carbon building operation.

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

📝 gxceed 編集解説 — Why this matters

日本のGX文脈において

省エネ法・ZEB普及やScope 1/2排出削減目標を持つ不動産・建設業にとって、運用段階の炭素削減策として直接参考になる。SSBJ開示で求められるScope 1/2削減実績の裏付け手法としても示唆がある。

In the global GX context

Adds empirical evidence that occupant-centric HVAC control can deliver large operational carbon cuts, relevant to building-sector Scope 1/2 targets under TCFD/ISSB and to CRREM-style decarbonization pathways for real estate.

👥 読者別の含意

🔬研究者:在室者変数を炭素会計に組み込む実証設計の参考になる。

🏢実務担当者:ビル運用のScope 1/2削減策として在室者中心制御の導入効果を検討できる。

🏛政策担当者:ZEB・省エネ基準の運用段階評価に在室者中心制御を位置づける根拠になり得る。

📄 Abstract(原文)

This study evaluates the effectiveness of occupant-centric control for enhancing carbon performance during building operation, extending beyond the conventional objective of maintaining thermal comfort. An occupant-centric control framework is proposed that integrates real-time metabolic rate (MET) and clothing insulation (CLO) into the HVAC control system through a feedback-based decision-making loop. The methodology follows a three-stage evaluation process: building energy simulations examining 110 combinations of MET (0.7–1.7 met) and CLO (0.1–1.0 clo); controlled test-bed experiments with eight participants across nine MET–CLO conditions; and an eight-day living lab validation with 11 occupants. All stages were evaluated against a conventional temperature-based control baseline, and carbon emissions were quantified from simulated and measured heating and cooling energy consumption using source-specific emission factors. Results show that dynamic occupant variables significantly influence system-level carbon emissions, with MET exerting a greater impact than CLO under heating conditions. In the living lab, the proposed framework reduced carbon emissions by approximately 63% on average relative to conventional control, while maintaining target comfort levels, and emission patterns observed in simulations were consistently reproduced in field experiments. These findings indicate that occupant-related variables function as critical control inputs shaping operational carbon performance, underscoring the potential of occupant-centric control as a scalable strategy for low-carbon building operation.

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