Proposed Architecture for Energy Efficiency and Comfort Optimization in Smart Homes: Smart Home Architecture for Energy Efficiency
In this paper a smart home controller proposal is formalized as a multi-objective integer linear programming problem that minimizes energy consumption and maximizes comfort. A comfort objective function is tested for several tariff scenarios including one with renewable sources as local off-grid mic...
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Veröffentlicht in: | Journal of control, automation & electrical systems automation & electrical systems, 2018-12, Vol.29 (6), p.718-730 |
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Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | In this paper a smart home controller proposal is formalized as a multi-objective integer linear programming problem that minimizes energy consumption and maximizes comfort. A comfort objective function is tested for several tariff scenarios including one with renewable sources as local off-grid micro-generation. The proposed model specifies best times to activate real household appliances based on energy consumption data, given load-limiting constraint and user preferences, by use of a weighted aggregation function. The proposed scenarios have shown excellent results for energy saving without a significant reduction in comfort. |
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ISSN: | 2195-3880 2195-3899 |
DOI: | 10.1007/s40313-018-0410-y |