Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid
This paper proposes a mechanism for OELC (Optimizing Electricity Load and Cost) for smart grid. The load of every smart home is predicted one-hour prior to their actual usage. To fulfill PL (Predicted Load) of each consumer, multiple resources of electricity are considered, including RE (Renewable E...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Mehran University of Engineering and Technology
2018-10-01
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| Series: | Mehran University Research Journal of Engineering and Technology |
| Online Access: | http://publications.muet.edu.pk/index.php/muetrj/article/view/586 |
| _version_ | 1818218097746640896 |
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| author | Ayesha Afzaal Mohsin Nazir |
| author_facet | Ayesha Afzaal Mohsin Nazir |
| author_sort | Ayesha Afzaal |
| collection | DOAJ |
| description | This paper proposes a mechanism for OELC (Optimizing Electricity Load and Cost) for smart grid. The load of every smart home is predicted one-hour prior to their actual usage. To fulfill PL (Predicted Load) of each consumer, multiple resources of electricity are considered, including RE (Renewable Energy) resources. Furthermore, cost to get PL from multiple resources is calculated. In proposed model 3-4 smart homes are grouped in the form of clusters. To reduce the amount of electricity bills, system also allows privileges to share electricity between adjacent smart homes within a cluster. To validate the OELC mechanism, extensive numerical simulations are conducted which shows a significant reduction in electricity load and cost for electricity consumers. In future, to enhance the functionality of OELC, security from cyber-attacks can be considered |
| first_indexed | 2024-12-12T07:18:21Z |
| format | Article |
| id | doaj.art-79bd8999d1a148cdb4bb546b23ef3e42 |
| institution | Directory Open Access Journal |
| issn | 0254-7821 2413-7219 |
| language | English |
| last_indexed | 2024-12-12T07:18:21Z |
| publishDate | 2018-10-01 |
| publisher | Mehran University of Engineering and Technology |
| record_format | Article |
| series | Mehran University Research Journal of Engineering and Technology |
| spelling | doaj.art-79bd8999d1a148cdb4bb546b23ef3e422022-12-22T00:33:26ZengMehran University of Engineering and TechnologyMehran University Research Journal of Engineering and Technology0254-78212413-72192018-10-0137463364410.22581/muet1982.1804.15586Optimizing Electricity Load and Cost for Demand Side Management in Smart GridAyesha Afzaal0Mohsin Nazir1Lahore College for Women University, Lahore, Pakistan.Lahore College for Women University, Lahore, PakistanThis paper proposes a mechanism for OELC (Optimizing Electricity Load and Cost) for smart grid. The load of every smart home is predicted one-hour prior to their actual usage. To fulfill PL (Predicted Load) of each consumer, multiple resources of electricity are considered, including RE (Renewable Energy) resources. Furthermore, cost to get PL from multiple resources is calculated. In proposed model 3-4 smart homes are grouped in the form of clusters. To reduce the amount of electricity bills, system also allows privileges to share electricity between adjacent smart homes within a cluster. To validate the OELC mechanism, extensive numerical simulations are conducted which shows a significant reduction in electricity load and cost for electricity consumers. In future, to enhance the functionality of OELC, security from cyber-attacks can be consideredhttp://publications.muet.edu.pk/index.php/muetrj/article/view/586 |
| spellingShingle | Ayesha Afzaal Mohsin Nazir Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid Mehran University Research Journal of Engineering and Technology |
| title | Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid |
| title_full | Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid |
| title_fullStr | Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid |
| title_full_unstemmed | Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid |
| title_short | Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid |
| title_sort | optimizing electricity load and cost for demand side management in smart grid |
| url | http://publications.muet.edu.pk/index.php/muetrj/article/view/586 |
| work_keys_str_mv | AT ayeshaafzaal optimizingelectricityloadandcostfordemandsidemanagementinsmartgrid AT mohsinnazir optimizingelectricityloadandcostfordemandsidemanagementinsmartgrid |