A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation
The smart home is equipped with programmable home appliances designed to be used during off-peak hours when energy prices are lower. Research in smart home energy management has focused on developing mathematical models for planning and scheduling programmable appliances for the next day. While many...
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Semnan University
2024-08-01
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| Series: | مجله مدل سازی در مهندسی |
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| Online Access: | https://modelling.semnan.ac.ir/article_8368_5e74baeac1336cfc4a5fc54b75dfdd13.pdf |
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| author | Morteza Jafari Nikpey Farid Momayezi |
| author_facet | Morteza Jafari Nikpey Farid Momayezi |
| author_sort | Morteza Jafari Nikpey |
| collection | DOAJ |
| description | The smart home is equipped with programmable home appliances designed to be used during off-peak hours when energy prices are lower. Research in smart home energy management has focused on developing mathematical models for planning and scheduling programmable appliances for the next day. While many countries announce daily energy prices for the following day, some countries, like Iran, have fixed energy prices for longer durations. Previous research has primarily focused on selling energy back to the grid when considering smart homes connected to renewable energy sources. Meeting the home's energy needs with renewable energy is a secondary priority. This study presents two mathematical models for multi-period planning daily, weekly, monthly, and yearly of a smart home. The first model does not consider the integration of solar cells, while the second model is connected to solar cells to maximize the use of renewable energy. The proposed mathematical models are solved using the CPLEX solver embedded in the GAMS software.By comparing the prices obtained from the two models, the cost of solar cells with the desired production capacity is calculated. The results demonstrate a significant reduction in energy consumption costs. These models provide optimized schedules for operating appliances in a smart home, taking into account fluctuating energy prices. The integration of solar cells enables homeowners to leverage renewable energy sources and reduce reliance on the grid. |
| format | Article |
| id | doaj-art-ef30e999bc114e5f97f7eaf51c67c53b |
| institution | Kabale University |
| issn | 2008-4854 2783-2538 |
| language | fas |
| publishDate | 2024-08-01 |
| publisher | Semnan University |
| record_format | Article |
| series | مجله مدل سازی در مهندسی |
| spelling | doaj-art-ef30e999bc114e5f97f7eaf51c67c53b2025-01-15T08:15:49ZfasSemnan Universityمجله مدل سازی در مهندسی2008-48542783-25382024-08-01227712915610.22075/jme.2023.30664.24568368A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost CalculationMorteza Jafari Nikpey0Farid Momayezi1MSc, Faculty of Industrial Engineering, Urmia University of Technology, Urmia, IranAssistant Professor, Faculty of Industrial Engineering, Urmia University of Technology, Urmia, IranThe smart home is equipped with programmable home appliances designed to be used during off-peak hours when energy prices are lower. Research in smart home energy management has focused on developing mathematical models for planning and scheduling programmable appliances for the next day. While many countries announce daily energy prices for the following day, some countries, like Iran, have fixed energy prices for longer durations. Previous research has primarily focused on selling energy back to the grid when considering smart homes connected to renewable energy sources. Meeting the home's energy needs with renewable energy is a secondary priority. This study presents two mathematical models for multi-period planning daily, weekly, monthly, and yearly of a smart home. The first model does not consider the integration of solar cells, while the second model is connected to solar cells to maximize the use of renewable energy. The proposed mathematical models are solved using the CPLEX solver embedded in the GAMS software.By comparing the prices obtained from the two models, the cost of solar cells with the desired production capacity is calculated. The results demonstrate a significant reduction in energy consumption costs. These models provide optimized schedules for operating appliances in a smart home, taking into account fluctuating energy prices. The integration of solar cells enables homeowners to leverage renewable energy sources and reduce reliance on the grid.https://modelling.semnan.ac.ir/article_8368_5e74baeac1336cfc4a5fc54b75dfdd13.pdfhome energy management systemsmart homephotovoltaicsolar cellschedulinghousehold appliances |
| spellingShingle | Morteza Jafari Nikpey Farid Momayezi A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation مجله مدل سازی در مهندسی home energy management system smart home photovoltaic solar cell scheduling household appliances |
| title | A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation |
| title_full | A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation |
| title_fullStr | A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation |
| title_full_unstemmed | A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation |
| title_short | A Multi-Period Mathematical Model to Optimize Smart Home Energy Management with Scheduling of Appliances and Solar Cell Cost Calculation |
| title_sort | multi period mathematical model to optimize smart home energy management with scheduling of appliances and solar cell cost calculation |
| topic | home energy management system smart home photovoltaic solar cell scheduling household appliances |
| url | https://modelling.semnan.ac.ir/article_8368_5e74baeac1336cfc4a5fc54b75dfdd13.pdf |
| work_keys_str_mv | AT mortezajafarinikpey amultiperiodmathematicalmodeltooptimizesmarthomeenergymanagementwithschedulingofappliancesandsolarcellcostcalculation AT faridmomayezi amultiperiodmathematicalmodeltooptimizesmarthomeenergymanagementwithschedulingofappliancesandsolarcellcostcalculation AT mortezajafarinikpey multiperiodmathematicalmodeltooptimizesmarthomeenergymanagementwithschedulingofappliancesandsolarcellcostcalculation AT faridmomayezi multiperiodmathematicalmodeltooptimizesmarthomeenergymanagementwithschedulingofappliancesandsolarcellcostcalculation |