Equitable supply in intermittently operated rural water networks in emerging economies

被引:0
|
作者
Kurian, Varghese [1 ]
Mohandoss, Prasanna [1 ]
Chandrakesa, Srinesh [1 ]
Chinnusamy, Saravanan [1 ]
Narasimhan, Shankar [1 ,2 ]
Narasimhan, Sridharakumar [1 ,2 ]
机构
[1] Indian Inst Technol Madras, Dept Chem Engn, Chennai 600036, Tamil Nadu, India
[2] Indian Inst Technol Madras, Robert Bosch Ctr Data Sci & Artificial Intelligen, Chennai 600036, Tamil Nadu, India
关键词
data-driven models; equitable supply; mixed integer linear programming; scheduling; water distribution networks; DISTRIBUTION-SYSTEMS; OPTIMIZATION;
D O I
10.2166/ws.2023.268
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Many operators of water distribution networks (WDNs) are unable to meet the increasing demand for water. Utility operators in such situations resort to rationing the supply as a partial solution to this problem; this, in turn, may lead to disproportionate allocation of water or inequity in supply. In this study, we propose a mixed integer non-linear program formulation and an efficient solution approach to minimize the inequity in supply, subject to hydraulic constraints and additional constraints on hours of supply and valve operation. We also show that the schedule can be obtained using a data-driven approach based on flow and level measurements, which eliminates the modelling effort and uncertainty associated with the use of hydraulic models. We demonstrate the proposed approaches through simulations of a real WDN, and experiments conducted on a topologically similar laboratory-scale network.
引用
收藏
页码:4520 / 4538
页数:19
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