离散事件仿真平台中与EPANET耦合优化算法的接口

Lawrence K. Letting, Y. Hamam, A. Abu-Mahfouz
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引用次数: 2

摘要

将仿真优化应用于配水管网分析与设计是解决现有问题的一种很有前途的方法。由于缺乏将开源EPANET软件包与优化算法耦合的标准接口,因此增加了实现工作量并限制了结果的比较。这项工作提出了一种实现与EPANET耦合优化算法接口的方法。该技术利用离散事件仿真平台中的内部仿真时钟事件来协调优化循环和数据交换。为了提高仿真速度,避免了中间输入/输出文件的使用。在EPANET求解器中实现的配水网络被视为一个离散事件,并与优化算法相接口。该接口模块在MATLAB/Simulink平台上作为EPANET的C/ c++ mex文件实现。该方法使用户能够在运行时轻松访问数据记录和可视化工具来评估设计参数的适用性。将该方法应用于粒子群优化算法(PSO),并应用于基准配水网络的设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms
The application of simulation optimization in water distribution network analysis and design is a promising method for generating solutions to existing challenges. The absence of a standard interface for coupling the open source EPANET software package to optimization algorithms increases the implementation effort and limits the comparison of results. This work presents a methodology for implementing an interface for coupling optimization algorithms with EPANET. The proposed technique uses the internal simulation clock events in a discrete event simulation platform to co-ordinate optimization loops and data exchange. The utilization of intermediate input/output files is avoided in order to increase the simulation speed. A water distribution network implemented in the EPANET solver is considered as a discrete event to be interfaced with optimization algorithms. The interface module is implemented as a C/C++ mex-file for EPANET in the MATLAB/Simulink platform. The methodology enables the user to evaluate the fitness of the design parameters with easy access to data logging and visualization tools at run-time. The proposed technique is used to implement the particle swarm optimization algorithm (PSO) and applied to design a benchmark water distribution network.
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