研究目的
Investigating the performance of grid integrated photovoltaic/wind energy systems using ANFIS based hybrid MPPT controller.
研究成果
The proposed hybrid system with ANFIS based MPPT controllers demonstrates improved power delivery and stability compared to traditional methods. The ICM-HCS based ANFIS MPPT controller shows superior performance with less oscillation and quicker response, making it highly suitable for renewable energy applications.
研究不足
The study is based on simulation results, which may not fully capture real-world operational challenges. The performance of the ANFIS based MPPT controllers is compared under specific conditions, and their effectiveness may vary with changes in environmental parameters.
1:Experimental Design and Method Selection:
The study employs MATLAB/SIMULINK software to model the proposed hybrid system, integrating photovoltaic and wind energy systems with ANFIS based MPPT controllers.
2:Sample Selection and Data Sources:
The simulation uses standard parameters for solar irradiance (1000 W/m2) and temperature (25°C) for the PV system, and a wind speed of 12 m/Sec for the wind energy system.
3:List of Experimental Equipment and Materials:
The setup includes PV panels, PMSG wind turbine generator, boost converters, rectifiers, and a three-phase VSI.
4:Experimental Procedures and Operational Workflow:
The system is tested with two sets of MPPT controllers (P&O-TSR and ICM-HCS) under grid-connected conditions to evaluate performance.
5:Data Analysis Methods:
The analysis focuses on comparing the DC bus power, harmonic distortion (THD), and the efficiency of power extraction using ANFIS based controllers.
独家科研数据包,助您复现前沿成果,加速创新突破
获取完整内容