WaterOpt: a method for checking near-feasibility of continuous water supply

B. Amrutur, M. Kumar, K. R. S. Kumar, L. Patel, R. Sundaresan, N. Vaidhiyan
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引用次数: 4

Abstract

This paper proposes a systematic approach to explore the search space of control parameters on an existing water network in a locality within Mysore, India, to see if continuous water supply can be provided to meet a nominal diurnal demand pattern. The control parameters are the initial states of the reservoirs at some reference hour and hourly maximum flow rates across control valves. The system state should return to its initial state after twenty four hours to follow a diurnal rhythm without overflow or underflow of reservoirs. The number of configurational changes should also be small. The paper proposes an optimisation framework that relaxes the constraints via convex penalty functions, performs approximate gradient descent to minimise the net penalty, and thus identifies a suitable configuration. The proposed framework is ideal for integration into a cyber physical system that can actuate the controls based on real-time demand and flow information.
WaterOpt:一种检查连续供水近乎可行性的方法
本文提出了一种系统的方法来探索印度迈索尔地区现有供水网络控制参数的搜索空间,以查看是否可以提供连续供水以满足名义日需求模式。控制参数是油藏在某一参考小时和每小时通过控制阀的最大流量时的初始状态。系统状态应在24小时后恢复到初始状态,以遵循昼夜节律,无水库溢流或底流。配置更改的数量也应该很小。本文提出了一个优化框架,该框架通过凸惩罚函数放松约束,执行近似梯度下降以最小化净惩罚,从而确定合适的配置。所提出的框架非常适合集成到网络物理系统中,该系统可以根据实时需求和流量信息启动控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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