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Control of Novel PV Inverter with ANFIS in Grid Tied PV System Under Unbalanced Grid Condition

机译:电网不平衡条件下并网光伏系统中带有ANFIS的新型光伏逆变器控制

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This paper discusses the comparison of fuzzy and adaptive neuro-fuzzy controllers to control PV inverter interfacing with grid. The PV interfacing with a novel seven level converter is operating under grid unbala nce. The proposed converter has the capability to reduce number of power electronic devices and power consumption. The time delays take place with filters can be easily extracted by using both conventional and proposed controllers. The main problem with fuzzy controller is that rules are not consistent; there is a possibility of mismatch between the rules. In order to ext- ract these problems the methods used in neural networks are applied to learn the rules in fuzzy, which results an adaptive control techni- que and is named as adaptive neuro-Juzzy controller (ANFIS). The multilevel inverter is actively controlled by ANFIS to compensate time delays, harmonics. The proposed system is developed and simu- lated to evaluate the performance under different operating conditions.
机译:本文讨论了控制光伏逆变器与电网连接的模糊和自适应神经模糊控制器的比较。带有新型七电平转换器的PV接口在电网不平衡的情况下运行。所提出的转换器具有减少电力电子设备的数量和功耗的能力。通过使用常规和建议的控制器,可以很容易地提取出滤波器发生的时间延迟。模糊控制器的主要问题是规则不一致。规则之间可能存在不匹配的情况。为了解决这些问题,将神经网络中使用的方法用于学习模糊规则,这产生了一种自适应控制技术,并被称为自适应神经抖动控制器(ANFIS)。多电平逆变器受ANFIS主动控制,以补偿时间延迟,谐波。开发并仿真了拟议的系统,以评估不同操作条件下的性能。

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