PSO Tuning of a Second-Order Sliding Mode Controller for Adjusting Active Standard Power Levels for Smart Inverter Applications
Abstract:
In recent years, due to their ability to supply electricity in isolated places where building electrical transmission networks are expensive, Microgrids (MGs) have gained much attention. A new technology called smart inverters (SIs) is currently implemented in inverter-based MGs. SIs are designed to regulate energy under given standards for connecting inverters to the grid. The closed-loop control of SIs technology is still under study and improvement due to several challenges in fields such as stability and reliability. This paper proposes a DQ control for active power regulation on a single-phase voltage source inverter (SPVSI) using a second order sliding mode control (SMC-2) for addressing the abovementioned concerns. The SMC-2 tuning is performed by a metaheuristic algorithm known as particle swarm optimization (PSO). Moreover, to simulate domestic MGs, the SPSVI operation for tracking active power values is performed by ramp rate references based on standard IEEE Std 1547-2018 for inverters connected to the grid. The SMC-2 was appropriately tuned by a PSO algorithm through MATLABTM and the system simulation through PSCADTM. The results show that the algorithm performed better compared to a classical algorithm such as proportional-integral control in terms of integral absolute error (IAE) and integral square error (ISE).
Año de publicación:
2023
Keywords:
- Particle Swarm Optimization (PSO)
- Single-phase Voltage Source Inverter (SPVSI)
- Second-order Sliding Mode Controller (SMC-2)
- DQ control
- Inverter-based microgrids
- Power System Stability
- Fossil fuels
- Voltage Control
- Standards
- Voltage source inverters
- power generation
- silicon
Fuente:
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Tipo de documento:
Article
Estado:
Acceso abierto
Áreas de conocimiento:
- Sistema de control
Áreas temáticas:
- Física aplicada
- Otras ramas de la ingeniería