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Robust optimization in power systems: a tutorial overview
Optimization and Engineering ( IF 2.1 ) Pub Date : 2021-07-17 , DOI: 10.1007/s11081-021-09667-3
Antonio J. Conejo 1 , Xuan Wu 2
Affiliation  

This paper provides a tutorial overview of robust optimization in power systems, including robust optimization and adaptive robust optimization. We also introduce distributionally robust optimization. For illustration purposes, we describe and analyze a short-term operation problem and a long-term planning one. The operation problem allows identifying the transmission line whose failure has the higher impact on the operation of the system (worst contingency). From a planning perspective, we describe and analyze the problem of identifying which are the most critical transmission lines (vulnerabilities) to be protected against intentional attacks or natural disasters. We provide as well a distributionally robust version of this problem. The operation problem is a robust optimization one, while the planning problem is an adaptive robust optimization one, including a distributionally robust variant.



中文翻译:

电力系统中的稳健优化:教程概述

本文提供了电力系统鲁棒优化的教程概述,包括鲁棒优化和自适应鲁棒优化。我们还介绍了分布稳健的优化。出于说明目的,我们描述和分析了一个短期运营问题和一个长期规划问题。运行问题允许识别故障对系统运行影响较大的输电线路(最坏的突发事件)。从规划的角度,我们描述和分析了确定哪些是最关键的传输线路(漏洞)以防止蓄意攻击或自然灾害的问题。我们还提供了这个问题的分布式健壮版本。操作问题是一个鲁棒优化问题,

更新日期:2021-07-18
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