M. Mokarram, M. Nayeripour, T. Niknam, E. Waffenschmidt
{"title":"Multi-Area Economic Dispatch Considering Generation Uncertainty","authors":"M. Mokarram, M. Nayeripour, T. Niknam, E. Waffenschmidt","doi":"10.1109/IESC.2018.8439950","DOIUrl":null,"url":null,"abstract":"Multi area economic dispatch (MAED) problem is one the important issues in operation management of distributed geographically power networks. In this case, preserving power network information plays an important role in the MAED problem which should be taken into consideration. For this purpose, a new hierarchal process is used in such a way that the load is supplied while the information security is preserved. In addition, the effect of wind turbines (WTs) uncertainty is studied to simulate real scenarios. Monte Carlo Simulation (MCS) technique is used to consider the effect of uncertainty in the MAED problems. Finally, the JAYA algorithm is utilized to find the optimal solution of the MAED problems.","PeriodicalId":147306,"journal":{"name":"2018 7th International Energy and Sustainability Conference (IESC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 7th International Energy and Sustainability Conference (IESC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IESC.2018.8439950","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Multi area economic dispatch (MAED) problem is one the important issues in operation management of distributed geographically power networks. In this case, preserving power network information plays an important role in the MAED problem which should be taken into consideration. For this purpose, a new hierarchal process is used in such a way that the load is supplied while the information security is preserved. In addition, the effect of wind turbines (WTs) uncertainty is studied to simulate real scenarios. Monte Carlo Simulation (MCS) technique is used to consider the effect of uncertainty in the MAED problems. Finally, the JAYA algorithm is utilized to find the optimal solution of the MAED problems.
多区域经济调度问题是分布式地网运行管理中的一个重要问题。在这种情况下,保持电网信息在MAED问题中起着重要的作用,是需要考虑的问题。为此,使用一个新的层次流程,在提供负载的同时保持信息安全性。此外,还研究了风力机不确定性对实际工况的影响。采用蒙特卡罗模拟(Monte Carlo Simulation, MCS)技术来考虑不确定性对MAED问题的影响。最后,利用JAYA算法求解MAED问题的最优解。