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A Branch-and-Cut Benders Decomposition Algorithm for Transmission Expansion Planning

机译:传输扩展规划的分支剪切Benders分解算法

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摘要

The emergence of a great number of regional planning projects worldwide has considerably increased the complexity and relevance of transmission expansion planning, prompting intensive research and investigation on the formulation and solution. In this paper, the security constrained transmission expansion planning problem is addressed by a branch-and-cut Benders decomposition (BCBD) algorithm. It is a deterministic method where the global optimal solution can be guaranteed in a finite number of iterations. Based on this implementation framework, four acceleration strategies have been employed to enhance the performance. For the validation of accuracy and efficiency, the commercial solver Cplex running on the same platform is introduced for comparison, where four types of mixed-integer linear programming algorithms are discriminated by specifying two pairs of key settings, including dynamic searching and parallel implementation. The superiority of BCBD over Cplex has been validated by case studies, where five benchmark systems ranging from 6 to 300 buses are employed. In addition, performance analysis between BCBD and classical Benders decomposition has also been carried out to distinguish the contribution of branch-and-cut framework and acceleration strategies.
机译:全球范围内大量区域规划项目的出现大大增加了输电扩容规划的复杂性和相关性,促使人们对制定和解决方案进行了深入的研究和调查。在本文中,通过分支切Benders分解(BCBD)算法解决了安全受限的传输扩展规划问题。这是一种确定性方法,可以在有限数量的迭代中保证全局最优解。基于此实施框架,已采用了四种加速策略来增强性能。为了验证准确性和效率,引入了在同一平台上运行的商用求解器Cplex进行比较,其中通过指定两对关键设置(包括动态搜索和并行实现)来区分四种类型的混合整数线性规划算法。案例研究证实了BCBD优于Cplex的优越性,案例研究使用了5种基准系统,范围从6到300辆巴士。此外,还进行了BCBD与经典Benders分解之间的性能分析,以区分分支剪切框架和加速策略的贡献。

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