{"title":"基于蒙特卡罗模拟的风力发电调度风险评估","authors":"M. Shaaban, M. Usman","doi":"10.12720/SGCE.2.2.258-263","DOIUrl":null,"url":null,"abstract":"The risk associated with introducing wind turbines into the generation fleet is investigated in this paper. The loss of load probability (LOLP) and statistical expected demand not supplied (EDNS) are adopted as the risk indices. A case study is reported to evaluate the risk posed by displacing conventional generation with wind turbines. Results on the test system show that multiples of wind turbine capacities are needed to displace conventional generation capacity to preserve the system reliability level. On the other hand, noticeable reduction is CO2 emission is achieved when wind turbines are present in the generation mix.","PeriodicalId":247617,"journal":{"name":"International Journal of Smart Grid and Clean Energy","volume":"12 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Risk Assessment of Wind Generation Dispatch Using Monte Carlo Simulation\",\"authors\":\"M. Shaaban, M. Usman\",\"doi\":\"10.12720/SGCE.2.2.258-263\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The risk associated with introducing wind turbines into the generation fleet is investigated in this paper. The loss of load probability (LOLP) and statistical expected demand not supplied (EDNS) are adopted as the risk indices. A case study is reported to evaluate the risk posed by displacing conventional generation with wind turbines. Results on the test system show that multiples of wind turbine capacities are needed to displace conventional generation capacity to preserve the system reliability level. On the other hand, noticeable reduction is CO2 emission is achieved when wind turbines are present in the generation mix.\",\"PeriodicalId\":247617,\"journal\":{\"name\":\"International Journal of Smart Grid and Clean Energy\",\"volume\":\"12 3\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Smart Grid and Clean Energy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.12720/SGCE.2.2.258-263\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Smart Grid and Clean Energy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12720/SGCE.2.2.258-263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Risk Assessment of Wind Generation Dispatch Using Monte Carlo Simulation
The risk associated with introducing wind turbines into the generation fleet is investigated in this paper. The loss of load probability (LOLP) and statistical expected demand not supplied (EDNS) are adopted as the risk indices. A case study is reported to evaluate the risk posed by displacing conventional generation with wind turbines. Results on the test system show that multiples of wind turbine capacities are needed to displace conventional generation capacity to preserve the system reliability level. On the other hand, noticeable reduction is CO2 emission is achieved when wind turbines are present in the generation mix.