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Optimization using NSGA II for Passive Filters in Industrial Networks

机译:使用NSGA II对工业网络中的无源滤波器进行优化

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The optimization of passive filters in distribution systems has been presented by different computational methods. The objective of this paper is to develop a computational tool with NSGA II for selecting the configuration and design parameters of a set of passive filters for industrial electrical systems. As a methodology, the optimization problem was addressed using three independent objective functions of innovative character for compensation of harmonics through passive filters as a multiobjective problem. The results were the computational solution to this problem that determines a set of Pareto optimal solutions (Frontier). In addition, the computational tool has several new features such as: calculates the parameters that characterize the filters, but also selects the type of configuration and the number of branches of the filter in each candidate bar according to a set of pre-established configurations according to PRODIST-M8 and IEEE 519-2014. The results obtained determine solutions with good performance indicators for several characteristic and non-characteristic scenarios of the system that allow to represent: daily variations of the load, and variations of system parameters and filters. It evaluates the cost of energy bills in an industrial power grid that has different operating conditions (characteristic scenarios) and evaluates the economic effect of harmonic filters as reactive power compensators.
机译:配电系统中无源滤波器的优化已通过不同的计算方法提出。本文的目的是开发一种使用NSGA II的计算工具,用于选择一组用于工业电气系统的无源滤波器的配置和设计参数。作为一种方法,通过使用三个具有创新特征的独立目标函数来解决优化问题,以通过无源滤波器将谐波作为多目标问题进行补偿。结果是针对此问题的计算解决方案,该解决方案确定了一组Pareto最优解决方案(前沿)。此外,该计算工具还具有几个新功能,例如:计算表征过滤器的参数,但还根据一组预先建立的配置,选择配置类型和每个候选栏中的过滤器分支数。符合PRODIST-M8和IEEE 519-2014。获得的结果为系统的几种特征和非特征方案确定了具有良好性能指标的解决方案,这些方案可以表示:负载的每日变化以及系统参数和过滤器的变化。它评估具有不同工作条件(典型情况)的工业电网中的电费成本,并评估谐波滤波器作为无功功率补偿器的经济效果。

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