Frequency Stability Enhancement Using ANFIS Based Inverter Power Control in Low Inertia Power System

S. N, Gokulraj V, Guruprasanth M, S. K, S. G.
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Abstract

Electricity generation is the process of generating electrical power from sources of primary energy. There are various methods of electricity generation on different types of energies. Among the source such as thermal power, nuclear power, or the renewable energies the cost of Generator electricity is relatively low. world wide ,about 20% of all electricity is generated by Generator power. Modern Generator turbines can convert as much as 90% of the available energy into electricity. In Tamil Nadu, there are 29 Generator power schemes having individual station capacity over 25MW aggregating to an installed capacity of 2,212.2 MW . At present there are 16 small /mini / micro Generator electric schemes with an installed capacity of 71.35 MW in operation in Tamil Nadu. In 2021, global installed Generator power electrical capacity reached almost 1400GW, the highest among all the renewable energy technologies. Generator electric power plant is usually built on a mountainous area and is isolated from the main power distribution system. It requires very efficient control strategy to control the speed of the Turbine in sudden variation and disturbance in the system. The main objective of this project is to develop mathematical model and design a ANFIS Logic Control (FLC) for Generator power plant during different fault schemes. In this project the ANFIS Logic Control (FLC) is used to control the frequency of the non- linear Generator power plant. The different types of fault models such as single phase ground fault and phase to phase fault are applied to the ANFIS Logic Control (FLC) Key Word: Solar panel, Wind Mill, Inverter, Frequency stability
基于ANFIS的逆变功率控制在低惯量电力系统中的频率稳定性增强
发电是利用一次能源发电的过程。利用不同类型的能源有不同的发电方法。在火电、核电或可再生能源等能源中,发电机发电成本相对较低。在世界范围内,大约20%的电力是由发电机产生的。现代发电机涡轮机可以将90%的可用能量转化为电能。在泰米尔纳德邦,有29个发电机发电计划,单个电站容量超过25兆瓦,总装机容量为2212.2兆瓦。目前,泰米尔纳德邦有16个小型/微型/微型发电机发电计划,装机容量为71.35兆瓦。2021年,全球发电装机容量达到近1400GW,是所有可再生能源技术中最高的。发电机发电厂通常建在山区,与主配电系统隔离。在系统的突然变化和扰动下,需要非常有效的控制策略来控制汽轮机的转速。本课题的主要目标是建立发电机在不同故障方案下的数学模型,并设计一个ANFIS逻辑控制(FLC)。本课题采用ANFIS逻辑控制(FLC)对非线性发电机组的频率进行控制。将单相接地故障和相间故障等不同类型的故障模型应用于ANFIS逻辑控制(FLC)中。关键词:太阳能帆板,风力发电机,逆变器,频率稳定
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