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
Hauptverfasser: Albuquerque, P. U. B., Ohi, D. K. de A., Pereira, N. S., Prata, B. de A., Barroso, G. C.
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Sprache:eng
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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.
ISSN:2195-3880
2195-3899
DOI:10.1007/s40313-018-0410-y