Ayushi Yadav, A. Sahay, M. Yadav, Somiya Bhandari, Abha Yadav, Kishan Bhushan Sahay
{"title":"基于人工神经网络的一小时前短期电价预测","authors":"Ayushi Yadav, A. Sahay, M. Yadav, Somiya Bhandari, Abha Yadav, Kishan Bhushan Sahay","doi":"10.23919/ICUE-GESD.2018.8635596","DOIUrl":null,"url":null,"abstract":"For decision making in context of newly formed electricity price market the most essential parameter is price forecasting of electricity. Without price forecasting it is very hectic for producers and consumers to figure out or plan their operation and management of price in today’s competitive market. Short term price forecasting is a tool to consumer and power producer for accurate bidding techniques to enhance their net profit. In this research paper artificial intelligence (AI) is being used for forecasting. Another simulated neural system (SNS) has been utilized to register the estimated cost in Ontario power market utilizing MATLAB R14a.","PeriodicalId":6584,"journal":{"name":"2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE)","volume":"5 1","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"One hour Ahead Short-Term Electricity Price Forecasting Using ANN Algorithms\",\"authors\":\"Ayushi Yadav, A. Sahay, M. Yadav, Somiya Bhandari, Abha Yadav, Kishan Bhushan Sahay\",\"doi\":\"10.23919/ICUE-GESD.2018.8635596\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For decision making in context of newly formed electricity price market the most essential parameter is price forecasting of electricity. Without price forecasting it is very hectic for producers and consumers to figure out or plan their operation and management of price in today’s competitive market. Short term price forecasting is a tool to consumer and power producer for accurate bidding techniques to enhance their net profit. In this research paper artificial intelligence (AI) is being used for forecasting. Another simulated neural system (SNS) has been utilized to register the estimated cost in Ontario power market utilizing MATLAB R14a.\",\"PeriodicalId\":6584,\"journal\":{\"name\":\"2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE)\",\"volume\":\"5 1\",\"pages\":\"1-4\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23919/ICUE-GESD.2018.8635596\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ICUE-GESD.2018.8635596","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
One hour Ahead Short-Term Electricity Price Forecasting Using ANN Algorithms
For decision making in context of newly formed electricity price market the most essential parameter is price forecasting of electricity. Without price forecasting it is very hectic for producers and consumers to figure out or plan their operation and management of price in today’s competitive market. Short term price forecasting is a tool to consumer and power producer for accurate bidding techniques to enhance their net profit. In this research paper artificial intelligence (AI) is being used for forecasting. Another simulated neural system (SNS) has been utilized to register the estimated cost in Ontario power market utilizing MATLAB R14a.