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Method to Cope with Zero Flows in Newton Solversfor Water Distribution Systems

机译:配水系统牛顿求解器中零流量处理方法

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This paper presents and discusses a simple method to deal with zero flows in Newton solvers for water distribution systems. in particular in a previously published global gradient algorithm. The method consists in replacing the Hazen-Williams head loss-flow relationship for flows below a certain threshold with a linear relationship, which coincides with Hazen-Williams' at zero, but has a nonzero derivative at that point, thus avoiding computational troubles associated with zero flows. Manual and automatic random testing of example networks shows that the proposed method compares well with both the algorithm adopted in water distribution modeling software and the recently proposed regularization method in convergence rate while outperforming them in computational veracity and applicability range.
机译:本文介绍并讨论了一种用于配水系统的牛顿求解器中处理零流量的简单方法。特别是在先前发布的全局梯度算法中。该方法包括用线性关系替换低于某个阈值的流的Hazen-Williams头损失-流量关系,该关系与Hazen-Williams的零值重合,但此时的导数为非零,从而避免了与零流量。实例网络的手动和自动随机测试表明,该方法与水分配建模软件中采用的算法和最近提出的正则化方法在收敛速度上均具有很好的对比,而在计算准确性和适用范围方面却优于它们。

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