M. Koike, Yoshihiro Tagawa, T. Ishizaki, T. Sadamoto, J. Imura
{"title":"基于光伏发电区间预测的模型预测发电日前调度——多机推广","authors":"M. Koike, Yoshihiro Tagawa, T. Ishizaki, T. Sadamoto, J. Imura","doi":"10.1109/SICE.2015.7285338","DOIUrl":null,"url":null,"abstract":"The purpose of this study is to obtain a day-ahead schedule of model predictive power generation for multiple generators considering the uncertainty of PV power and demand prediction. Expressing the prediction uncertainty as interval prediction, we calculate the regulating capacity of multiple generators that is sufficient to tolerate a given amount of prediction uncertainty. The regulating capacity is decided by solving an interval valued allocation problem. We give a solution by taking an approach based on the monotonicity analysis.","PeriodicalId":405766,"journal":{"name":"Annual Conference of the Society of Instrument and Control Engineers of Japan","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Day-ahead scheduling for model predictive power generation based on interval prediction of photovoltaics — generalization to multiple generators\",\"authors\":\"M. Koike, Yoshihiro Tagawa, T. Ishizaki, T. Sadamoto, J. Imura\",\"doi\":\"10.1109/SICE.2015.7285338\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this study is to obtain a day-ahead schedule of model predictive power generation for multiple generators considering the uncertainty of PV power and demand prediction. Expressing the prediction uncertainty as interval prediction, we calculate the regulating capacity of multiple generators that is sufficient to tolerate a given amount of prediction uncertainty. The regulating capacity is decided by solving an interval valued allocation problem. We give a solution by taking an approach based on the monotonicity analysis.\",\"PeriodicalId\":405766,\"journal\":{\"name\":\"Annual Conference of the Society of Instrument and Control Engineers of Japan\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-07-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annual Conference of the Society of Instrument and Control Engineers of Japan\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SICE.2015.7285338\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annual Conference of the Society of Instrument and Control Engineers of Japan","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SICE.2015.7285338","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Day-ahead scheduling for model predictive power generation based on interval prediction of photovoltaics — generalization to multiple generators
The purpose of this study is to obtain a day-ahead schedule of model predictive power generation for multiple generators considering the uncertainty of PV power and demand prediction. Expressing the prediction uncertainty as interval prediction, we calculate the regulating capacity of multiple generators that is sufficient to tolerate a given amount of prediction uncertainty. The regulating capacity is decided by solving an interval valued allocation problem. We give a solution by taking an approach based on the monotonicity analysis.