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Multi-stage sliding mode control design with optimal state estimator for load frequency regulation in hybrid-source
Anh-Tuan Tran1, Van Van Huynh2, Bang Le-Huy Nguyen1
1Modeling Evolutionary Algorithms Simulation and Artificial Intelligence, Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam.
A new control strategy enhances automatic load frequency control (LFC) in complex power systems (PSs) with renewable energy sources (RES). This method improves stability and reliability by reducing performance variations and eliminating control signal fluctuations.
Area of Science:
- Electrical Engineering
- Control Systems Engineering
- Renewable Energy Systems
Background:
- Modern power systems (PSs) face challenges in automatic load frequency control (LFC) due to high renewable energy source (RES) penetration, leading to uncertainties and reduced inertia.
- Conventional LFC strategies struggle with the complexity and disturbances inherent in hybrid power systems (HPSs), impacting stability and reliability.
Purpose of the Study:
- To develop a robust LFC scheme for multi-area HPSs integrating diverse energy sources, including RES and energy storage.
- To enhance system stability, reliability, and dynamic response under uncertain operating conditions and disturbances.
Main Methods:
- A novel multi-stage sliding mode control (SMC) scheme was designed, incorporating an optimal state estimator (OSE) for accurate state feedback.
- A new multi-term sliding surface was formulated to ensure fast dynamics and resilience against system uncertainties.
- Mathematical stability validation and extensive simulations were conducted under various scenarios, including communication delays.
Main Results:
- The proposed OSE improved control robustness under uncertain conditions.
- The multi-stage SMC scheme demonstrated superior performance compared to existing methods, reducing overshoot/undershoot significantly.
- Settling time was reduced by up to 23.8%, and control signal chattering was eliminated.
Conclusions:
- The proposed LFC scheme offers enhanced robustness, reliability, and practical applicability for complex HPSs with high RES integration.
- The controller effectively manages uncertainties and disturbances, ensuring stable and reliable power system operation.
- This approach is well-suited for future power grids with increasing reliance on renewable energy.
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