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MPPT efficiency enhancement of a grid connected solar PV system using Finite Control set model predictive controller
Ayodeji Olalekan Salau1,2, Girma Kassa Alitasb3
1Department of Electrical/Electronics and Computer Engineering, Afe Babalola University, Ado-Ekiti, Nigeria.
This study introduces a model predictive control (MPC) strategy for maximum power point tracking (MPPT) in grid-connected photovoltaic systems. The proposed Finite Control Set Model Predictive Controller (FCS-MPCC) achieves 99.80% efficiency, surpassing conventional methods.
Area of Science:
- Electrical Engineering
- Renewable Energy Systems
- Control Systems
Background:
- Photovoltaic (PV) systems require Maximum Power Point Tracking (MPPT) to optimize energy harvesting.
- Existing MPPT strategies face challenges in efficiency and dynamic response.
- Grid-connected PV systems need advanced control for stable and efficient power delivery.
Purpose of the Study:
- To develop and evaluate a Model Predictive Control (MPC) strategy for MPPT in a 20 kW grid-connected PV system.
- To enhance the AC load energy tracking efficiency of PV systems.
- To compare the performance of the proposed MPPT strategy against conventional methods like Perturb and Observe (P&O).
Main Methods:
- A PV system model was developed in MATLAB/Simulink, incorporating a DC-DC boost converter and a three-phase, two-level voltage source inverter (VSI).
- Finite Control Set Model Predictive Control (FCS-MPCC) was implemented for the VSI, utilizing Space Vector Pulse Width Modulation (SVPWM).
- An inner-loop current controller with dq-coordinate transformation and a Phase-Locked Loop (PLL) for grid synchronization, along with an RL filter for harmonic reduction, were employed.
Main Results:
- The FCS-MPCC strategy achieved a power tracking efficiency of 99.80%.
- This performance significantly surpasses the conventional Perturb and Observe (P&O) method, which yielded 97.72% efficiency.
- The proposed controller demonstrated a faster time response and reduced oscillations around the maximum power point.
Conclusions:
- The proposed FCS-MPCC strategy offers a superior approach for MPPT in grid-connected PV systems.
- This advanced control method enhances energy harvesting efficiency and system stability.
- The results indicate a significant improvement over existing MPPT techniques, paving the way for more efficient solar energy utilization.
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