Online Fuzzy Logic Base Algorithm for Electricity Price Prediction
This paper presents a web-based system to predict the electricity prices. The proposed system captures the geographical location, weather forecast, and oil price for one week ahead. The captured parameters are fed to a fuzzy-logic-based algorithm to calculate electric energy prices. Based on predict...
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| Other Authors: | , |
| Format: | article |
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2017
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| Online Access: | http://hdl.handle.net/11073/16278 |
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| _version_ | 1864513442058076160 |
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| author | Albayed, Moamin J. |
| author2 | Al-Ali, Abdul-Rahman Shaaban, Mostafa |
| author2_role | author author |
| author_facet | Albayed, Moamin J. Al-Ali, Abdul-Rahman Shaaban, Mostafa |
| author_role | author |
| dc.creator.none.fl_str_mv | Albayed, Moamin J. Al-Ali, Abdul-Rahman Shaaban, Mostafa |
| dc.date.none.fl_str_mv | 2017 2018-10-31T08:47:44Z 2018-10-31T08:47:44Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | Albayed, Moamin J., A. R. Al-Ali, and Mostafa Shaaban. "Online Fuzzy Logic Base Algorithm for Electricity Price Prediction." Journal of Electronic Science and Technology 15, no. 4 (2017): 371-376. 1674-862X http://hdl.handle.net/11073/16278 10.11989/JEST.1674-862X.70801095 |
| dc.language.none.fl_str_mv | en_US |
| dc.publisher.none.fl_str_mv | Journal of Electronic Science and Technology |
| dc.relation.none.fl_str_mv | Journal of Electronic Science and Technology, http://dx.doi.org/10.11989/JEST.1674-862X.70801095 |
| dc.subject.none.fl_str_mv | Electricity tariff Fuzzy logic Home automation Smart energy |
| dc.title.none.fl_str_mv | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | This paper presents a web-based system to predict the electricity prices. The proposed system captures the geographical location, weather forecast, and oil price for one week ahead. The captured parameters are fed to a fuzzy-logic-based algorithm to calculate electric energy prices. Based on predicted electricity prices, consumers can turn ON/OFF or reschedule operations of their home appliances to reduce their electricity bill. The proposed algorithm was developed and hosted in a utility server (U-server). On the consumer side, a home gateway (H-gateway), and a monitoring and control system was designed, built, and tested by using a single chip microcontroller. |
| format | article |
| id | aus_d4ff6652feb84cca6bdac23ad118eee4 |
| identifier_str_mv | Albayed, Moamin J., A. R. Al-Ali, and Mostafa Shaaban. "Online Fuzzy Logic Base Algorithm for Electricity Price Prediction." Journal of Electronic Science and Technology 15, no. 4 (2017): 371-376. 1674-862X 10.11989/JEST.1674-862X.70801095 |
| language_invalid_str_mv | en_US |
| network_acronym_str | aus |
| network_name_str | aus |
| oai_identifier_str | oai:repository.aus.edu:11073/16278 |
| publishDate | 2017 |
| publisher.none.fl_str_mv | Journal of Electronic Science and Technology |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Online Fuzzy Logic Base Algorithm for Electricity Price PredictionAlbayed, Moamin J.Al-Ali, Abdul-RahmanShaaban, MostafaElectricity tariffFuzzy logicHome automationSmart energyThis paper presents a web-based system to predict the electricity prices. The proposed system captures the geographical location, weather forecast, and oil price for one week ahead. The captured parameters are fed to a fuzzy-logic-based algorithm to calculate electric energy prices. Based on predicted electricity prices, consumers can turn ON/OFF or reschedule operations of their home appliances to reduce their electricity bill. The proposed algorithm was developed and hosted in a utility server (U-server). On the consumer side, a home gateway (H-gateway), and a monitoring and control system was designed, built, and tested by using a single chip microcontroller.Journal of Electronic Science and Technology2018-10-31T08:47:44Z2018-10-31T08:47:44Z2017info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfAlbayed, Moamin J., A. R. Al-Ali, and Mostafa Shaaban. "Online Fuzzy Logic Base Algorithm for Electricity Price Prediction." Journal of Electronic Science and Technology 15, no. 4 (2017): 371-376.1674-862Xhttp://hdl.handle.net/11073/1627810.11989/JEST.1674-862X.70801095en_USJournal of Electronic Science and Technology,http://dx.doi.org/10.11989/JEST.1674-862X.70801095oai:repository.aus.edu:11073/162782024-08-22T12:17:09Z |
| spellingShingle | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction Albayed, Moamin J. Electricity tariff Fuzzy logic Home automation Smart energy |
| status_str | publishedVersion |
| title | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| title_full | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| title_fullStr | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| title_full_unstemmed | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| title_short | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| title_sort | Online Fuzzy Logic Base Algorithm for Electricity Price Prediction |
| topic | Electricity tariff Fuzzy logic Home automation Smart energy |
| url | http://hdl.handle.net/11073/16278 |