Solving Nonlinear Hydraulic Equations of Water Distribution Networks by Using a Trust-Region Method

Message:
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
In a water distribution network‎, ‎in order to analyze and determine its parameters such as head and flow rate‎, ‎we have to solve nonlinear hydraulic equations in each component of the network‎. ‎Contrary to most of the water distribution network simulation software‎, ‎solving these equations by using the gradient method‎, ‎we propose a trust-region method to solve them‎, as the trust-region method is newer than the gradient method and has well worked in mathematical problems. ‎To prove the effectiveness of our method‎, we made a comparison between our proposed method and the well-known gradient method‎. ‎The results show that‎ ‎the trust-region method is convergent in all instances‎, but the gradient method diverges when the dimension of nonlinear hydraulic equations of water distribution networks increases‎. ‎In addition‎, ‎our results convince the solution obtained from the trust-region method is more accurate compared to the gradient method‎. Thus, ‎using the trust-region method in solving the network equations can lead to a better hydraulic analysis of the network.
Language:
English
Published:
Control and Optimization in Applied Mathematics, Volume:7 Issue: 2, Summer-Autumn 2022
Pages:
53 to 75
https://www.magiran.com/p2522241  
سامانه نویسندگان
  • Ahmadnia، Mahdi
    Author (1)
    Ahmadnia, Mahdi
    Phd Student Applied Mathematics, Ferdowsi University, مشهد, Iran
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