中国电机工程学报2017,Vol.37Issue(10):2878-2886,9.DOI:10.13334/j.0258-8013.pcsee.160759
平抑风电场随机波动的风-水-燃气系统优化设计
Optimal Design of Wind-hydro-gas System for Stochastic Power Fluctuation Smoothing in Wind Farms
摘要
Abstract
In order to reduce the ramping capacity required by large-scale wind farms,both hydro and gas station were used to mitigate the stochastic fluctuation of wind power.Fluctuation frequency was defined as the index of joint output fluctuation,and was used to avoid capacity redundancy.Mathematical model of wind-hydro-gas system design was established with fluctuation frequency.Hydro regulation rate and gas station capacity were co-optimized with the objective of hydro regulation cost,gas investment cost and expected fuel cost minimization using the probability density function of wind power fluctuation.Markovian steady-state analysis was proposed to solve efficiently.Analytical expressions of fluctuation frequency and expected fuel cost were obtained.Numerical results show:when a certain hydro regulation rate is provided,the non-fluctuation frequency can achieve 96% with a little cost increment and a gas station capacity of about 12% wind farm capacity;the proposed steady-state analysis method is fast and accurate.关键词
风电场/燃气电站/优化设计/随机波动/马尔可夫稳态分析Key words
wind farm/gas station/optimal design/stochastic fluctuation/Markovian steady-state analysis分类
信息技术与安全科学引用本文复制引用
董皎皎,高峰,管晓宏..平抑风电场随机波动的风-水-燃气系统优化设计[J].中国电机工程学报,2017,37(10):2878-2886,9.基金项目
国家自然科学基金项目(61473218,U1301254).Project Supported by National Natural Science Foundation of China (61473218,U1301254). (61473218,U1301254)