Integrated Optimal Operation of Water and Power Distribution Systems under Uncertainty: An Adjustable Robust Optimization Approach

被引:0
|
作者
Perelman, Gal [1 ]
Ostfeld, Avi [1 ]
机构
[1] Technion Israel Inst Technol, Fac Civil & Environm Engn, Haifa, Israel
来源
WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2024: CLIMATE CHANGE IMPACTS ON THE WORLD WE LIVE IN | 2024年
关键词
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a new approach to the integrated optimal operation of water distribution systems (WDS) and power distribution systems (PDS) under uncertain conditions. Recognizing the intricate interdependencies between these systems, the paper proposes an optimization model grounded in adjustable robust optimization (ARO). The model concurrently addresses optimal power dispatch and pump scheduling under various uncertainties, including fluctuating power loads and water demands, and renewable power availability. The ARO framework stands out for its real-time adaptability to uncertainty realizations, providing a tractable and effective solution for complex system management. It is validated through a comprehensive case study, demonstrating its applicability and effectiveness. The results provide compelling evidence of the benefits of integrated system operation. While uncertainties in PDS have a pronounced impact on operational cost, the WDS demand uncertainty can be effectively managed through strategic adjustments in pumping schedules. Notably, the cost implications of these adjustments in the face of WDS uncertainties are moderated and only affect the objective minorly.
引用
收藏
页码:1339 / 1352
页数:14
相关论文
共 50 条
  • [1] Adjustable Robust Optimization for Water Distribution System Operation Under Uncertainty
    Perelman, Gal
    Ostfeld, Avi
    WATER RESOURCES RESEARCH, 2023, 59 (12)
  • [2] Adjustable robust optimization approach for SVM under uncertainty
    Hooshmand, F.
    Seilsepour, F.
    MirHassani, S. A.
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2025, 131
  • [3] Robust Optimal Operation of Water Distribution Systems
    Perelman, Gal
    Ostfeld, Avi
    Fishbain, Barak
    WATER, 2023, 15 (05)
  • [4] Optimal Operation of Integrated Water-Power Systems Under Contingencies
    Alhazmi, Mohannad
    Dehghanian, Payman
    Nazemi, Mostafa
    Wang, Fei
    Alfadda, Abdullah
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2022, 58 (04) : 4350 - 4358
  • [5] Optimal robust integrated power distribution network planning under load demand uncertainty
    Hosseinian, Seyed Hossein (hosseinian@aut.ac.ir), 2016, Warsaw University of Technology (96):
  • [6] Optimal robust integrated power distribution network planning under load demand uncertainty
    Gholizadeh-Roshanagh, Reza
    Najafi-Ravadanegh, Sajad
    Hosseinian, Seyed Hossein
    JOURNAL OF POWER TECHNOLOGIES, 2016, 96 (02): : 115 - 123
  • [7] Robust Granular Optimization: A Structured Approach for Optimization Under Integrated Uncertainty
    Wang, Shuming
    Pedrycz, Witold
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (05) : 1372 - 1386
  • [8] A novel robust optimization approach for an integrated municipal water distribution system design under uncertainty: A case study of Mashhad
    Ghelichi, Zabih
    Tajik, Javad
    Pishvaee, Mir Saman
    COMPUTERS & CHEMICAL ENGINEERING, 2018, 110 : 13 - 34
  • [9] Explicit model predictive controller under uncertainty: An adjustable robust optimization approach
    Tejeda-Iglesias, Manuel
    Lappas, Nikolaos H.
    Gounaris, Chrysanthos E.
    Ricardez-Sandoval, Luis
    JOURNAL OF PROCESS CONTROL, 2019, 84 : 115 - 132
  • [10] Adjustable robust interval economic dispatch of integrated electricity and district heating systems under wind power uncertainty
    Zhang, Rufeng
    Chen, Yan
    Li, Benxin
    Jiang, Tao
    Li, Xue
    Chen, Houhe
    Ning, Ruoxi
    ENERGY REPORTS, 2022, 8 : 13138 - 13149