Masaki Igarashi, Atsushi Shimada, H. Nagahara, R. Taniguchi
{"title":"WiP Abstract: Human-Assisted Power Demand Forecasting Based on Action Plan Declaration","authors":"Masaki Igarashi, Atsushi Shimada, H. Nagahara, R. Taniguchi","doi":"10.1109/ICCPS.2016.7479126","DOIUrl":null,"url":null,"abstract":"We propose a method for forecasting power demand based on action plan declaration. Conventional method uses sensing data such as time series of power consumption and weather information and fails to forecast power demand due to unstable user behavior. By using action plan declared by user, meanwhile, we achieve rough forecasting of power demand.","PeriodicalId":6619,"journal":{"name":"2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS)","volume":"1 1","pages":"1-1"},"PeriodicalIF":0.0000,"publicationDate":"2016-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCPS.2016.7479126","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We propose a method for forecasting power demand based on action plan declaration. Conventional method uses sensing data such as time series of power consumption and weather information and fails to forecast power demand due to unstable user behavior. By using action plan declared by user, meanwhile, we achieve rough forecasting of power demand.