Tractable Robust Drinking Water Pumping to Provide Power Network Voltage Support

Anna Stuhlmacher, Line A. Roald, J. Mathieu
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引用次数: 2

Abstract

Drinking water distribution networks can be treated as flexible, controllable assets for power distribution networks (e.g., to provide voltage support) by leveraging the power consumption of water pumps and storage capabilities of water tanks. We formulate an adjustable robust optimization problem to determine the scheduled water distribution network pumping and real-time pump adjustments that ensure that the power and water distribution network constraints are satisfied with respect to uncertain power demand. We extend the monotonicity properties of dissipative flow networks to water distribution networks which requires assumptions on water tank operation. Then, to make the problem tractable, we leverage these properties, along with constraint approximations and an affine pump control policy, to reformulate the problem as an affinely adjustable robust counterpart that solves for the pumping schedule and the parameters of an affine control policy that determines the real-time pump adjustments. Through a case study, we demonstrate that the approach produces robust solutions and is computationally tractable. We also evaluate the impact of restricting water tank operation to enforce monotonicity and find it leads to a significantly restricted feasible region and more conservative solutions.
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可处理的稳健饮用水泵提供电网电压支持
饮用水分配网络可以被视为配电网络的灵活、可控资产(例如,提供电压支持),通过利用水泵的电力消耗和水箱的存储能力。针对不确定的电力需求,提出了一个可调节的鲁棒优化问题,以确定调度的配水网络抽水和实时的抽水调整,以保证满足电力和配水网络的约束。我们将耗散水流网络的单调性推广到配水网络,这需要对水箱的运行进行假设。然后,为了使问题易于处理,我们利用这些属性,以及约束近似和仿射泵控制策略,将问题重新制定为仿射可调鲁棒对应项,解决泵送计划和仿射控制策略的参数,确定实时泵的调整。通过一个案例研究,我们证明了该方法产生鲁棒解,并且在计算上易于处理。我们还评估了限制水箱运行以加强单调性的影响,并发现它会导致一个明显受限的可行区域和更保守的解。
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