Development of multi-objective optimization model for water distribution network using a new reliability index

被引:0
|
作者
S. M. Jafari
A. Zahiri
O. Bozorg-Haddad
M. M. R. Tabari
机构
[1] University of Gorgan Agriculture Sciences and Natural Resources,Department of Water Engineering
[2] University of Tehran,Department of Water Engineering
[3] University of Mazandaran,Department of Civil Engineering, Faculty of Engineering and Technology
[4] Isfahan University and Technology,Center of Excellence in Risk Management and Natural Hazards
来源
International Journal of Environmental Science and Technology | 2022年 / 19卷
关键词
Demand; Optimization; Pipe; Reliability; Water distribution network;
D O I
暂无
中图分类号
学科分类号
摘要
The high cost of pipe repair and replacement and the importance of the hydraulic performance in water distribution networks have faced the management of these networks with serious management challenges. The solution to these challenges is providing an optimal instruction of pipes repair and replacement with minimum cost and maximum hydraulic performance, which is the principal purpose of this research. A new hydraulic performance index was developed, considering the demand deficit of nodes. The proposed approach of this research is a combination of a hydraulic simulation model, a hybrid prediction model of pipes failure rate, a multi-objective optimization model, and a voting multi-criteria decision-making model. The approach is used in part of Gorgan's water distribution network. Implementing the optimal instruction of pipe repair and replacement improves the quality of pipes (70% reduction in pipe failure rate) and increases the nodes' average pressure and network reliability index by 94.3% and 52.64%, respectively.
引用
收藏
页码:9757 / 9774
页数:17
相关论文
共 50 条
  • [1] Development of multi-objective optimization model for water distribution network using a new reliability index
    Jafari, S. M.
    Zahiri, A.
    Bozorg-Haddad, O.
    Tabari, M. M. R.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY, 2022, 19 (10) : 9757 - 9774
  • [2] Evolutionary multi-objective optimization in water distribution network design
    Farmani, R
    Savic, DA
    Walters, GA
    ENGINEERING OPTIMIZATION, 2005, 37 (02) : 167 - 183
  • [3] Multi-objective design of water distribution systems based on the fuzzy reliability index
    Bozorg-Haddad, Omid
    Ghajarnia, Navid
    Solgi, Mohammad
    Loaiciga, Hugo A.
    Mario, Miguel A.
    JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA, 2017, 66 (01): : 36 - 48
  • [4] Multi-Objective Optimization for Distribution Network Reconfiguration With Reactive Power Optimization of New Energy and EVs
    Wu, Renbo
    Liu, Shuqin
    IEEE ACCESS, 2023, 11 : 10664 - 10674
  • [5] Reliability based design of water distribution networks using multi-objective genetic algorithms
    T. Devi Prasad
    Sung-Hoon Hong
    Namsik Park
    KSCE Journal of Civil Engineering, 2003, 7 (3) : 351 - 361
  • [6] Reliability Improvement of Industrial Drives Using Multi-Objective Optimization
    Kaboli, Shahriyar
    Zolghadri, Mohammad Reza
    Khaligh, Alireza
    2008 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, VOLS 1-5, 2008, : 686 - +
  • [7] Improving Multi-Objective Optimization Methods of Water Distribution Networks
    Kidanu, Rahel Amare
    Cunha, Maria
    Salomons, Elad
    Ostfeld, Avi
    WATER, 2023, 15 (14)
  • [8] A multi-objective optimization model for operation of intermittent water distribution networks
    Solgi, Mohammad
    Bozorg-Haddad, Omid
    Loaiciga, Hugo A.
    WATER SUPPLY, 2020, 20 (07) : 2630 - 2647
  • [9] A new multi-objective evolutionary algorithm for the optimization of water distribution networks
    Palod, Nikita
    Prasad, Vishnu
    Khare, Ruchi
    WATER SUPPLY, 2022, 22 (12) : 8972 - 8987
  • [10] Multi-objective distribution network reconfiguration optimization problem
    Souifi, Hayfa
    Kahouli, Omar
    Abdallah, Hsan Hadj
    ELECTRICAL ENGINEERING, 2019, 101 (01) : 45 - 55