書誌事項
- タイトル別名
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- Real-time Lighting Optimization via Generalized Primal-dual Dynamics and Control Barrier Function
抄録
<p>In this paper, we address real-time lighting optimization in a building based on so-called generalized primal-dual dynamics with a control barrier function. We first formulate a lighting optimization problem relying on time-varying human behavior as a linear programming by using an ideal mathematical model of the lighting system. The generalized primal-dual dynamics is then introduced as a solution to the linear programming. We then present a novel optimization algorithm which incorporates the control barrier function-based controller into the generalized primal-dual dynamics in order to satisfy the constraint of lower bound illuminance in transient response. In addition, we develop a lighting simulator that duplicates a floor in a real building, allowing to implement real-time lighting controller by combining the software UC-win/Road and MATLAB/Simulink. The effectiveness of the proposed algorithm is demonstrated through simulations on the developed simulator.</p>
収録刊行物
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- 計測自動制御学会論文集
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計測自動制御学会論文集 58 (10), 481-490, 2022
公益社団法人 計測自動制御学会
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詳細情報 詳細情報について
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- CRID
- 1390856771398450176
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- ISSN
- 18838189
- 04534654
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可