Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion

Zhi Wu; Pingliang Zeng; Xiao-Ping Zhang

doi:10.17775/CSEEJPES.2016.00003

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Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion

更新时间：2025-12-18

- Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion
- Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion
- 中国电机工程学会电力与能源系统学报(英文) 2016年2卷第1期页码：3-10
- 作者机构：
  
  1. University of Birmingham,, Birmingham, GB,Birmingham
  2. China Electric Power Research Institute,Beijing,China
- 作者简介：
- 基金信息：
- DOI：10.17775/CSEEJPES.2016.00003
  中图分类号：
- 纸质出版：2016
- 稿件说明：
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Zhi Wu, Pingliang Zeng, Xiao-Ping Zhang. Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion[J]. 中国电机工程学会电力与能源系统学报(英文), 2016,2(1):3-10.

Zhi Wu, Pingliang Zeng, Xiao-Ping Zhang. Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion[J]. CSEE Journal of Power and Energy Systems, 2016, 2(1): 3-10.
Zhi Wu, Pingliang Zeng, Xiao-Ping Zhang. Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion[J]. 中国电机工程学会电力与能源系统学报(英文), 2016,2(1):3-10. DOI： 10.17775/CSEEJPES.2016.00003.

Zhi Wu, Pingliang Zeng, Xiao-Ping Zhang. Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion[J]. CSEE Journal of Power and Energy Systems, 2016, 2(1): 3-10. DOI： 10.17775/CSEEJPES.2016.00003.

摘要

Abstract

The large-scale integration of renewable energy sources (RES) is the global trend to deal with the energy crisis and greenhouse emissions. Due to the intermittent nature of RES together with the uncertainty of load demand

the problem of transmission expansion planning (TEP) is facing more and more challenges from uncertainties. In this paper

the TEP problem is modeled as a two-stage formulation

so as to minimize the total of investment costs and generation costs. To ensure the utilization level of the RES generation

the expansion plan is required to provide sufficient transmission capacity for the integration of RES. Also

N-k security criterion is considered into the model

so the expansion plan can meet the required security criteria. The stochastic dual dynamic programming (SDDP) approach is applied to consider the uncertainties

and the whole model is solved by Benders' decomposition technique. Two case studies are carried out to compare the performance of the SDDP approach and the deterministic approach. Results show that the expansion plan obtained by the SDDP approach has a better performance than that of the deterministic approach.

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