A novel smart ECO model for energy consumption optimization

dc.contributor.authorMalekian, Reza
dc.contributor.authorBogatinoska, Dijana Capeska
dc.contributor.authorKaradimce, Aleksandar
dc.contributor.authorYe, Ning
dc.contributor.authorTrengoska, Jasna
dc.contributor.authorNyako, William Asiama
dc.date.accessioned2016-04-15T05:05:08Z
dc.date.available2016-04-15T05:05:08Z
dc.date.issued2015
dc.description.abstractToday we see various small automated devices that are used to regulate the energy consumption in households. Most of these devices work autonomously on a specific set of appliances or only for specific necessities, such as heating or cooling. The proposed smart energy solutions are focused on gathering datasets of the historical data for energy consumption and then propose different algorithms for analysing these datasets. In this paper, we investigate the possibility of using a new Smart-ECO model, consisting of a smart device, which is running its own smart algorithm. We will conduct analysis on real-time household dataset, in order to optimize the electricity consumption per appliance. The proposed model is based on the custom preferences and behavioural habits of the people that live in the household and the inter-dependency of the appliances that are active at the moment.en_ZA
dc.description.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.librarianam2016en_ZA
dc.description.sponsorshipA grant (No. AOX220) from the National Research Foundation, South Africa in conjunction with Research Development Programme of the University of Pretoria.en_ZA
dc.description.urihttp://www.eejournal.ktu.lt/index.php/elten_ZA
dc.identifier.citationMalekian, R, Bogatinoska, DC, Karadimce, A,Ye, N, Trengoska, J & Nyako, WS 2015, 'A novel smart ECO model for energy consumption optimization', Elektronika ir Elektrotechnika, vol. 21, no. 6, pp. 75-80.en_ZA
dc.identifier.issn1392-1215 (print)
dc.identifier.issn2029-5731 (online)
dc.identifier.other10.5755/j01.eee.21.6.13771
dc.identifier.urihttp://hdl.handle.net/2263/52012
dc.language.isoenen_ZA
dc.publisherKaunas University of Technologyen_ZA
dc.rightsKaunas University of Technologyen_ZA
dc.subjectSmart homesen_ZA
dc.subjectRegression analysisen_ZA
dc.subjectArtificial bee’s colony algorithmen_ZA
dc.subjectHabitual averageen_ZA
dc.titleA novel smart ECO model for energy consumption optimizationen_ZA
dc.typeArticleen_ZA

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