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Enhancing low voltage ride through capability of grid connected DFIG based WECS using WCA-PSO tuned STATCOM
Irene Ndunge Muisyo1, Christopher Maina Muriithi2, Stanley Irungu Kamau3
1Pan African University Institute for Basic Sciences, Technology, and Innovation (PAUSTI), Kenya.
Heliyon
|August 26, 2022
Summary
This study enhances wind power plant fault ride-through using a STATCOM. Optimized with hybrid WCA-PSO, it significantly improves Low Voltage Ride-Through (LVRT) during grid faults.
Area of Science:
- Electrical Engineering
- Power Systems Engineering
- Renewable Energy Systems
Background:
- Doubly-fed induction generators (DFIG) are crucial for wind power integration.
- Grid codes mandate Low Voltage Ride-Through (LVRT) capability for wind power plants (WPPs).
- Grid faults can compromise WPP stability and LVRT.
Purpose of the Study:
- To investigate the effectiveness of a STATCOM in enhancing the LVRT capability of a 9 MW DFIG-based WPP.
- To tune the STATCOM using Water Cycle Algorithm (WCA), Particle Swarm Optimization (PSO), and a hybrid WCA-PSO algorithm.
- To analyze and compare system performance during grid voltage sags with different STATCOM tuning methods.
Main Methods:
- Simulations conducted in MATLAB using the SimScape toolbox.
- Performance evaluation based on LVRT capability during grid faults (L-G and LLL-G).
- Comparison of STATCOM performance tuned with WCA, PSO, and hybrid WCA-PSO algorithms.
Main Results:
- The Danish power system met LVRT for L-G faults.
- Without STATCOM, WPP failed to ride through LLL-G faults.
- STATCOM incorporation enabled LVRT compliance.
- Voltage fluctuations reduced from 17% to 3% (L-G faults) and 60% to 25% (LLL-G faults) with WCA-PSO tuned STATCOM.
- WCA-PSO tuned STATCOM minimized voltage, active, and reactive power overshoots.
Conclusions:
- STATCOM significantly enhances LVRT capability of DFIG-based WPPs.
- The hybrid WCA-PSO algorithm provides optimal STATCOM tuning for improved fault ride-through.
- Implementing STATCOM with advanced tuning strategies is essential for reliable wind power integration.
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