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Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context
April 23, 2024, 4:43 a.m. | Jianyu Xu, Qiuzhuang Sun, Yang Yang, Huadong Mo, Daoyi Dong
cs.LG updates on arXiv.org arxiv.org
Abstract: The 2019-20 Australia bushfire incurred numerous economic losses and significantly affected the operations of power systems. A power station or transmission line can be significantly affected due to bushfires, leading to an increase in operational costs. We study a fundamental but challenging problem of planning the optimal power flow (OPF) for power systems subject to bushfires. Considering the stochastic nature of bushfire spread, we develop a model to capture such dynamics based on Moore's neighborhood …
abstract arxiv australia bushfires context costs cs.lg cs.sy economic eess.sy fundamental line losses math.oc operations planning power spatial study systems type
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