A novel smart ECO model for energy consumption optimization

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dc.contributor.author Malekian, Reza
dc.contributor.author Bogatinoska, Dijana Capeska
dc.contributor.author Karadimce, Aleksandar
dc.contributor.author Ye, Ning
dc.contributor.author Trengoska, Jasna
dc.contributor.author Nyako, William Asiama
dc.date.accessioned 2016-04-15T05:05:08Z
dc.date.available 2016-04-15T05:05:08Z
dc.date.issued 2015
dc.description.abstract Today 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.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.librarian am2016 en_ZA
dc.description.sponsorship A 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.uri http://www.eejournal.ktu.lt/index.php/elt en_ZA
dc.identifier.citation Malekian, 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.issn 1392-1215 (print)
dc.identifier.issn 2029-5731 (online)
dc.identifier.other 10.5755/j01.eee.21.6.13771
dc.identifier.uri http://hdl.handle.net/2263/52012
dc.language.iso en en_ZA
dc.publisher Kaunas University of Technology en_ZA
dc.rights Kaunas University of Technology en_ZA
dc.subject Smart homes en_ZA
dc.subject Regression analysis en_ZA
dc.subject Artificial bee’s colony algorithm en_ZA
dc.subject Habitual average en_ZA
dc.title A novel smart ECO model for energy consumption optimization en_ZA
dc.type Article en_ZA


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