采用14路公共汽车动力系统上的PI-GWO方法进行建模和模拟

Specta Pub Date : 2023-01-31 DOI:10.35718/specta.v6i3.681
Achmad Rifa’i, Happy Aprillia, Yun Tonce Kusuma Priyanto
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引用次数: 0

摘要

目前的技术发展通常使用复杂的设备,这些设备被归类为非线性负载。非线性负荷的大量使用会对电力质量产生副作用。连接到非线性负载的电力系统将经历电流和电压的谐波畸变,这是由于电压波形的工程设计,由于安装了许多变频器,其工作频率与50或60 Hz的实用频率不匹配。考虑到对人类的巨大利益,不能减少非线性负载的使用,但可以通过保持非线性负载以高质量的电力运行来应用。因此,需要谐波滤波设备来降低谐波。无源滤波器和有源滤波器可用于有源滤波器与无源滤波器相比具有许多优点的地方,因为它们可以根据不同的工作频率进行调整。为了获得更优的谐波抑制效果,设计了一种采用灰狼优化器(GWO)优化方法调谐PI控制器的有源滤波器并联有源电力滤波器(SAPF)。采用SAPF PI-PSO方法进行比较。在IEEE 14总线测试系统上的SAPF实验中,PSO比GWO获得了更好的ITAE误差结果和计算时间。ITAE值和PSO计算时间分别为108.5821秒和4255.097192秒,GWO分别为109.0172秒和4379.461秒。然而,gwo调谐的SAPF更能够将IEEE 14总线系统上12总线电流的THD降低13%。
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Pemodelan dan Simulasi Shunt Active Power Filter (SAPF) Menggunakan Metode PI-GWO pada Sistem Tenaga Listrik IEEE 14 Bus
Current technological developments generally use sophisticated equipment which is categorized as a non-linear load. The massive use of non-linear loads causes side effects on the quality of electric power. Electric power systems that are connected to non-linear loads will experience distortion in current and voltage by harmonics due to the engineering of voltage waveforms due to the installation of many converters operating at frequencies that do not match the utility frequency of 50 or 60 Hz. Taking into account the great benefits for humans, the use of non-linear loads cannot be reduced but can be applied by keeping non-linear loads operating with good quality electric power. Therefore, harmonic filter equipment is needed to reduce harmonics. Passive filters and active filters can be used where active filters have many advantages compared to passive filters because they can adjust to varying working frequencies. To obtain more optimal harmonic reduction results, an active filter Shunt Active Power Filter (SAPF) using a PI controller tuned with the Gray Wolf Optimizer (GWO) optimization method is designed. The SAPF PI-PSO method is used as a comparison. The SAPF experiment on the IEEE 14 bus test system, PSO obtained better ITAE error results and computation time than GWO. The ITAE value and PSO computing time were 108.5821 second and 4255.097192 second, respectively, while GWO obtained 109.0172 second and 4379.461 second. However, the GWO-tuned SAPF is more able to reduce the THD of the 12 bus current on the IEEE 14 bus system by 13%.
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