Robustness-based optimal pump design and scheduling for water distribution systems

被引:14
|
作者
Jung, Donghwi [1 ]
Lansey, Kevin E. [2 ]
Choi, Young Hwan [3 ]
Kim, Joong Hoon [3 ]
机构
[1] Korea Univ, Res Ctr Disaster Prevent Sci & Technol, Anam Ro 145, Seoul 136713, South Korea
[2] Univ Arizona, Dept Civil Engn & Engn Mech, Tucson, AZ 85719 USA
[3] Korea Univ, Sch Civil Environm & Architectural Engn, Anam Ro 145, Seoul 136713, South Korea
基金
新加坡国家研究基金会;
关键词
daily maximum pressure difference; pump design; pump operation; robust operation; water distribution network; REAL-TIME; OPERATION; COST; OPTIMIZATION;
D O I
10.2166/hydro.2015.091
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We introduce a new system robustness index for optimizing the pump design and operation of water distribution systems. Here, robustness is defined as a system's ability to continue functioning under varying demand conditions. The maximum difference between the daily maximum and minimum pressures of a node was taken as a robustness indicator and incorporated as a constraint in a pump design and operation model that minimizes the total pump cost (construction and operation cost). Two well-known benchmark networks, the Apulian and Net2 networks, were modified and used to demonstrate the proposed model. The Pareto relationship between the total cost and system robustness was explored through independent optimizations of the model for different robustness constraint values. The resulting solutions were compared to the traditional least-cost solution. Regardless of the study networks, considering the robustness resulted in a greater number of small pumps compared with the least-cost solution. A sensitivity analysis on tank capacity was performed with the Apulian network. The proposed model is the pump design and operation tool that accounts for both the total pump cost and system robustness, which are the most important factors considered by water distribution operators.
引用
收藏
页码:500 / 513
页数:14
相关论文
共 50 条
  • [1] A Branch-and-Bound Algorithm for Optimal Pump Scheduling in Water Distribution Networks
    Magalhaes Costa, Luis Henrique
    Prata, Bruno de Athayde
    Ramos, Helena M.
    Holanda de Castro, Marco Aurelio
    WATER RESOURCES MANAGEMENT, 2016, 30 (03) : 1037 - 1052
  • [2] Optimal Scheduling of Water Distribution Systems
    Singh, Manish K.
    Kekatos, Vassilis
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 7 (02): : 711 - 723
  • [3] Exploring Optimal Pump Scheduling in Water Distribution Networks with Branch and Bound Methods
    Menke, Ruben
    Abraham, Edo
    Parpas, Panos
    Stoianov, Ivan
    WATER RESOURCES MANAGEMENT, 2016, 30 (14) : 5333 - 5349
  • [4] Optimal Design Based on Surrogate Reliability Measures for Water Distribution Systems
    Wang, Yumin
    Wang, Siyi
    Wu, Yifeng
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2023, 47 (06) : 3949 - 3960
  • [5] OPTIMIZED PUMP SCHEDULING IN WATER DISTRIBUTION-SYSTEMS
    YU, G
    POWELL, RS
    STERLING, MJH
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1994, 83 (03) : 463 - 488
  • [6] Energy Optimization Using a Pump Scheduling Tool in Water Distribution Systems
    Muhammed, Karwan A.
    Farmani, Raziyeh
    ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY, 2020, 8 (01): : 112 - 123
  • [7] Iterative Extended Lexicographic Goal Programming Method for Fast and Optimal Pump Scheduling in Water Distribution Networks
    Abdallah, Mohammed
    Kapelan, Zoran
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2017, 143 (11)
  • [8] Optimal Pump Control for Water Distribution Networks via Data-Based Distributional Robustness
    Guo, Yi
    Wang, Shen
    Taha, Ahmad F.
    Summers, Tyler Holt
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2023, 31 (01) : 114 - 129
  • [9] Water Quality Based Multi-objective Optimal Design of Water Distribution Systems
    Shokoohi, Meisam
    Tabesh, Massoud
    Nazif, Sara
    Dini, Mehdi
    WATER RESOURCES MANAGEMENT, 2017, 31 (01) : 93 - 108
  • [10] Polyhedral Relaxations for Optimal Pump Scheduling of Potable Water Distribution Networks
    Tasseff, Byron
    Bent, Russell
    Coffrin, Carleton
    Barrows, Clayton
    Sigler, Devon
    Stickel, Jonathan
    Zamzam, Ahmed S.
    Liu, Yang
    Van Hentenryck, Pascal
    INFORMS JOURNAL ON COMPUTING, 2024, 36 (04) : 1040 - 1063