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Reliability Assessment of Microgrid Using Sequential Monte Carlo Simulation 被引量:5

Reliability Assessment of Microgrid Using Sequential Monte Carlo Simulation
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摘要 Sequential Monte Carlo simulation method is introduced to the reliability assessment of microgrid,and a Weibull distribution wind speed model is built to simulate the hourly wind speed of a specific site.Wind turbine generator model combined with a two-state reliability model is applied to Monte Carlo simulation method,and results show that the wind turbine reliability model works well with sequential Monte Carlo simulation.A two-state reliability model of micro gas turbine and a load model from IEEE reliability test system (IEEE RTS) are also introduced to the reliability evaluation of microgrid.Case studies show that Monte Carlo simulation method is flexible and efficient dealing with microgrid consisting of renewable resources with fluctuation characteristics. Sequential Monte Carlo simulation method is introduced to the reliability assessment of microgrid,and a Weibull distribution wind speed model is built to simulate the hourly wind speed of a specific site.Wind turbine generator model combined with a two-state reliability model is applied to Monte Carlo simulation method,and results show that the wind turbine reliability model works well with sequential Monte Carlo simulation.A two-state reliability model of micro gas turbine and a load model from IEEE reliability test system (IEEE RTS) are also introduced to the reliability evaluation of microgrid.Case studies show that Monte Carlo simulation method is flexible and efficient dealing with microgrid consisting of renewable resources with fluctuation characteristics.
出处 《Journal of Electronic Science and Technology》 CAS 2011年第1期31-34,共4页 电子科技学刊(英文版)
关键词 Micro gas turbine MICROGRID MonteCarlo simulation RELIABILITY wind turbine. Micro gas turbine, microgrid, MonteCarlo simulation, reliability, wind turbine.
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