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Leakage Control and Energy Consumption Optimization in the Water Distribution Network Based on Joint Scheduling of Pumps and Valves

机译:基于泵和阀联合调度的水分配网络泄漏控制与能耗优化

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摘要

Apart from water quality, leakage control and energy consumption management are the most concerning challenges for water treatment plants (WTPs). The joint scheduling of pumps and pressure reducing valves (PRVs) in the water distribution network can reduce excessive pressure and distribute pressure more evenly, which achieves comprehensive reduction of leakages and energy consumption. Taking into account the main shortcomings of the commonly used methods, such as scheduling pumps or PRVs separately, or optimizing PRV settings when their position is given, etc., this paper has taken the PRV (position and setting) and the working status of variable speed pumps (VSPs) as decision variables and the cost savings contributed by leakage reduction and energy consumption savings as the objective function, which maximized the economic benefits brought by PRV and/or VSP scheduling. A genetic algorithm (GA) was used to optimize the solution under multiple working conditions. The performance of three control strategies (PRV-only scheduling, VSP-only scheduling, and joint scheduling of PRVs and VSPs) are compared to each other based on a small network. Joint scheduling has achieved the best economic benefits in reducing the gross cost (contributed by leakage and energy consumption) of the three control strategies, which results in a leakage reduction of 33.4%, an energy consumption reduction of 25.4%, and a total cost reduction of 33.1%, when compared to the original network, and saving about 1148 m 3 water (7% of the original consumption) and 722 kWh electric energy (25.4% of the original consumption) per day.
机译:除水质外,泄漏控制和能耗管理是水处理厂(WTPS)最多的挑战。水分配网络中的泵和减压阀(PRVS)的联合调度可以减少过度压力和更均匀地分配压力,这实现了泄漏和能量消耗的全面降低。考虑到常用方法的主要缺点,例如分别调度泵或PRV,或者在给出位置时优化PRV设置等,本文采用了PRV(位置和设置)和变量的工作状态速度泵(VSP)作为决策变量和成本节约因客观函数的泄漏减少和能源消耗节省贡献,最大化了PRV和/或VSP调度所带来的经济效益。遗传算法(GA)用于在多个工作条件下优化溶液。基于小型网络,将彼此相互比较三种控制策略(仅限PRV调度,仅限VSP调度以及PRVS和VSP的联合调度)。联合调度已经实现了降低三种控制策略的总成本(泄漏和能耗贡献)的最佳经济效益,这导致泄漏减少33.4%,能耗降低25.4%,以及总成本降低33.1%,与原始网络相比,节省约1148米3水(占原始消费的7%)和722千瓦时每天电能(占原始消费量的25.4%)。

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