基于隔離小生境粒子群算法的有源電力濾波器優(yōu)化配置研究
[Abstract]:The extensive use of non-renewable energy, such as coal and petroleum, not only brings about the problems of atmospheric water and soil pollution and natural depletion of resources, but also brings about corresponding social problems in traditional inefficient energy utilization methods, in order to improve the absorption capacity of new energy. Microgrid technology has been developed rapidly. However, nonlinear load, grid-connected converters and large power grid permeate harmonics lead to the increasingly serious harmonic pollution of microgrid. At present, the active power filter is mainly used for harmonic pollution control, but the traditional "who pollutes who governs" principle is no longer suitable for the complex multi-harmonic source power network. It is imperative to study the centralized compensation technology of active power filter in microgrid. In this paper, the harmonic characteristics of distributed power sources such as photovoltaic and wind power generation in microgrid are analyzed, and the output characteristics of common nonlinear load harmonics such as arc furnace, TV set, energy saving lamp, elevator and so on are described in this paper. On this basis, the simulation experiment is designed by using power system simulation software ETAP based on engineering example, the harmonic power flow of AC / DC hybrid microgrid is analyzed, and some conclusions of harmonic propagation and diffusion rule are obtained, and the transmission line in microgrid is established. Based on the physical model of transformer, linear load and harmonic source, the harmonic power flow calculation method and flow chart based on Newton Raphson decoupling algorithm are designed. Secondly, the problem of filter collocation in microgrid is described in detail. Considering the characteristics of discrete continuity and multi-dimensional nonlinearity, an improved particle swarm optimization algorithm based on isolated niche technology is proposed. In order to improve the drawback of standard particle swarm optimization (Swarm Optimization), the performance of the improved PSO is tested by using the standard test function. Finally, according to the working principle of active power filter, the objective function is the minimum root mean square (RMS) of the total voltage harmonic distortion rate of each node, and the total harmonic voltage distortion rate of the node is taken as the objective function. The mathematical optimization model of node harmonic voltage content and device capacity is a constraint condition. The optimal collocation method of active power filter based on isolated niche particle swarm optimization algorithm is described, including particle coding setting, fitness function construction and configuration flow. The Siemens Benchmark 0.4kV simplified microgrid model is used to verify the optimal configuration. The results show that the harmonic content in the microgrid is greatly reduced after the filter is configured, which conforms to the relevant standards.
【學(xué)位授予單位】:合肥工業(yè)大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:TM761
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