Multi-step integration models for risk-limiting dispatch of line congestion

被引:0
作者
Zhou, Renjun [1 ]
Chen, Ruixian [1 ]
Tong, Xiaojiao [1 ]
Li, Xianmei [1 ]
Min, Xiongbang [1 ]
Liu, Zhiyong [1 ]
Zhang, Jie [1 ]
机构
[1] Hunan Province Key Laboratory of Smart Grids Operation and Control (Changsha University of Science and Technology), Changsha, 410004, Hunan Province
来源
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering | 2015年 / 35卷 / 19期
基金
中国国家自然科学基金;
关键词
Conditional value at risk (CVaR); Day ahead dispatch; Line congestion; Multi-step integration model; Random variable; Risk-limiting dispatch;
D O I
10.13334/j.0258-8013.pcsee.2015.19.010
中图分类号
学科分类号
摘要
Multi-step integration models for risk-limiting dispatch of line congestion in power system were firstly built in the paper based on the risk-limiting dispatch frame of grid smart operation proposed by international academic. The multi-step integration dispatch models consist of three steps integration day ahead dispatch model, two steps integration hour ahead dispatch model and emergency dispatch model. Estimated random information of the hour ahead and emergency state is included in the day ahead dispatch model, which forms the three steps integration day ahead dispatch one, etc. Wind power is treated as main random information in the paper and as random variable in the model. The line security constraints are transformed into line congestion risk-limiting constraints by means of the conditional value at risk (CVaR). Then it is named the line congestion risk-limiting dispatch. The simulation results show that the operating total cost of multi-step integration dispatch models is lower than traditional three steps dispatch's under both of advisable limit value for line congestion CVaR and the confidence level. The higher the confidence level, or the tighter the limit for line congestion CVaR is, the higher the operating cost. The novel multi-step integration dispatch model for line congestion risk-limiting is effective to solve the risk-limiting dispatch in the smart operation of power system. © 2015 Chinese Society for Electrical Engineering.
引用
收藏
页码:4930 / 4936
页数:6
相关论文
共 21 条
  • [1] Ran X., Miao S., Liu Y., Et al., Modeling of economic dispatch of power system considering joint effect of wind power, solar energy and load, Proceedings of the CSEE, 34, 16, pp. 2552-2560, (2014)
  • [2] Sun Y., Wu J., Li G., Et al., Dynamic economic dispatch considering wind power penetration based on wind speed forecasting and stochastic programming, Proceedings of the CSEE, 29, 4, pp. 41-47, (2009)
  • [3] Qiu W., Zhang J., Liu N., Et al., Multi-objective optimal generation dispatch with consideration of operation risk, Proceedings of the CSEE, 32, 22, pp. 64-72, (2012)
  • [4] Wen Y., Jiang Y., Shen C., Et al., Research on the model and algorithm of multistage coordinated risk-based dispatch, Proceedings of the CSEE, 34, 1, pp. 153-167, (2014)
  • [5] Sun Q., Zhang Y., Han D., Et al., Multifactorial and multidimensional risk evaluation of smart grid, Power System Technology, 36, 9, pp. 51-55, (2012)
  • [6] Zhou W., Sun H., Gu H., Et al., Dynamic economic dispatch of wind integrated power systems based on risk reserve constraints, Proceedings of the CSEE, 32, 1, pp. 47-55, (2012)
  • [7] Liu D., Guo J., Huang Y., Et al., Dynamic economic dispatch of wind integrated power system based on wind power probabilistic forecasting and operation risk constraints, Proceedings of the CSEE, 33, 16, pp. 9-15, (2013)
  • [8] Varaiya P.P., Wu F.F., Bialek J.W., Smart operation of smart grid: risk-limiting dispatch, Proceedings of the IEEE, 99, 1, pp. 40-57, (2011)
  • [9] Entriken R., Varaiya P., Wu F., Et al., Risk limiting dispatch, IEEE Power and Energy Society General Meeting, pp. 1-5, (2012)
  • [10] Georgiev D., Janecek E., Risk limiting dispatch with optimal curtailing in active distribution networks, European Control Conference (ECC), pp. 3046-3052, (2013)