OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING
Yıl: 2020 Cilt: 21 Sayı: 1 Sayfa Aralığı: 238 - 250 Metin Dili: İngilizce DOI: 10.18038/estubtda.648767 İndeks Tarihi: 03-08-2021
OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING
Öz: Many tariffs are used for electricity pricing. Electricity bills can be reduced by choosing the optimal working hours ofappliances and for appropriate tariffs in smart homes. In this study, Linear Programming (LP) and Simulated Annealing (SA)methods are realized and compared each other to find minimum bill. The multi-time tariffs that have different energy unitprices at different times of the day are preferred. Energy Management System (EMS) shifts time slots of some appliances tocheap energy unit prices. Optimal load control is applied to prevent high peak demand because there may be overload in systembecause of shifting of working hours of appliances. Mathematical model of the problem is constructed and LP method is solvedby GAMS and SA technique is realized by C# program. The cost table consisting of the energy unit prices of each time slotsis used as input. Optimum electricity cost, working hours of the appliances and peak to average ratio are achieved by twodifferent solutions and the results are compared. According to result, LP gives lower cost than SA.
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
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| APA | Güler E, Basaran Filik U (2020). OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. , 238 - 250. 10.18038/estubtda.648767 |
| Chicago | Güler Emre,Basaran Filik Ummuhan OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. (2020): 238 - 250. 10.18038/estubtda.648767 |
| MLA | Güler Emre,Basaran Filik Ummuhan OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. , 2020, ss.238 - 250. 10.18038/estubtda.648767 |
| AMA | Güler E,Basaran Filik U OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. . 2020; 238 - 250. 10.18038/estubtda.648767 |
| Vancouver | Güler E,Basaran Filik U OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. . 2020; 238 - 250. 10.18038/estubtda.648767 |
| IEEE | Güler E,Basaran Filik U "OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING." , ss.238 - 250, 2020. 10.18038/estubtda.648767 |
| ISNAD | Güler, Emre - Basaran Filik, Ummuhan. "OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING". (2020), 238-250. https://doi.org/10.18038/estubtda.648767 |
| APA | Güler E, Basaran Filik U (2020). OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering, 21(1), 238 - 250. 10.18038/estubtda.648767 |
| Chicago | Güler Emre,Basaran Filik Ummuhan OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering 21, no.1 (2020): 238 - 250. 10.18038/estubtda.648767 |
| MLA | Güler Emre,Basaran Filik Ummuhan OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering, vol.21, no.1, 2020, ss.238 - 250. 10.18038/estubtda.648767 |
| AMA | Güler E,Basaran Filik U OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering. 2020; 21(1): 238 - 250. 10.18038/estubtda.648767 |
| Vancouver | Güler E,Basaran Filik U OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING. Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering. 2020; 21(1): 238 - 250. 10.18038/estubtda.648767 |
| IEEE | Güler E,Basaran Filik U "OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING." Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering, 21, ss.238 - 250, 2020. 10.18038/estubtda.648767 |
| ISNAD | Güler, Emre - Basaran Filik, Ummuhan. "OPTIMAL RESIDENTIAL LOAD CONTROL COMPARISON USING LINEAR PROGRAMMING AND SIMULATED ANNEALING FOR ENERGY SCHEDULING". Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering 21/1 (2020), 238-250. https://doi.org/10.18038/estubtda.648767 |
