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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/16099
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| タイトル: | Study of adaptive model predictive control for cyber-physical home systems |
| 著者: | OOI, Sian En
FANG, Yuan
LIM, Yuto
TAN, Yasuo |
| キーワード: | Adaptive
Model Predictive Control
Smart Homes
Cyber-Physical Systems |
| 発行日: | 2018-08-28 |
| 出版者: | Springer |
| 誌名: | Computational Science and Technology |
| 巻: | 481 |
| 開始ページ: | 165 |
| 終了ページ: | 174 |
| DOI: | 10.1007/978-981-13-2622-6_17 |
| 抄録: | With the inception of connected devices in smart homes, the need for user adaptive and context-aware systems have been increasing steadily. In this paper, we present an adaptive model predictive control (MPC) based controller for cyber-physical home systems (CPHS) environment. The adaptive MPC controller is integrated into the existing Energy Efficient Thermal Comfort Control (EETCC) system that was developed specifically for the experimental smart house, iHouse. The proposed adaptive MPC is designed in a real time manner for temperature reference tracking scenario where it is evaluated and verified in a CPHS simulation using raw environmental data from the iHouse. |
| Rights: | This is the author-created version of Springer, OOI S.E., FANG Y., LIM Y., TAN Y. (2019) Study of Adaptive Model Predictive Control for Cyber-Physical Home Systems. In: Alfred R., Lim Y., Ibrahim A., Anthony P. (eds) Computational Science and Technology. Lecture Notes in Electrical Engineering, vol 481. Springer, Singapore. The original publication is available at www.springerlink.com, http://dx.doi.org/10.1007/978-981-13-2622-6_17 |
| URI: | http://hdl.handle.net/10119/16099 |
| 資料タイプ: | author |
| 出現コレクション: | b10-1. 雑誌掲載論文 (Journal Articles)
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このアイテムのファイル:
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記述 |
サイズ | 形式 |
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| 24685.pdf | | 754Kb | Adobe PDF | 見る/開く |
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