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Optimized FOPID controller for steam condenser system in power plants using the sinh-cosh optimizer
Serdar Ekinci1, Davut Izci2,3, Veysel Gider4
1Department of Computer Engineering, Batman University, Batman, 72100, Turkey.
A novel sinh-cosh optimizer (SCHO) tunes a fractional-order proportional-integral-derivative (FOPID) controller for power plant steam condensers. This optimized controller significantly improves system stability and efficiency, outperforming other algorithms.
Area of Science:
- Engineering
- Control Systems
- Thermodynamics
Background:
- Steam condensers are vital components in power plants, essential for optimizing the thermodynamic cycle efficiency.
- Effective pressure regulation within steam condensers is critical for stable power generation.
- Existing control methods may face challenges in achieving optimal performance under dynamic operational conditions.
Purpose of the Study:
- To develop and evaluate a novel control strategy for steam condenser pressure regulation.
- To enhance the efficiency and stability of the power generation cycle through advanced control.
- To compare the performance of a proposed optimization algorithm against established methods.
Main Methods:
- Implementation of a fractional-order proportional-integral-derivative (FOPID) controller for pressure regulation.
- Utilization of the sinh-cosh optimizer (SCHO) for tuning the FOPID controller parameters.
- Comparative analysis against Gravitational Search Algorithm, Whale Optimization Algorithm, Manta Ray Foraging Optimization, and Aquila Optimizer.
Main Results:
- The SCHO-tuned FOPID controller demonstrated superior performance in minimizing integral of time-weighted absolute error (ITAE), overshoot, and settling time.
- Achieved minimal ITAE of 14.80, 6.06% overshoot, and 17.66s settling time, indicating enhanced system response.
- Nonlinear analyses confirmed the method's efficacy across various parameters including temperature, flow rate, steam heat, and condenser pressure.
Conclusions:
- The SCHO-based FOPID controller offers a robust and highly effective solution for steam condenser pressure control.
- This advanced control strategy significantly improves system performance, stability, and efficiency in power generation.
- The proposed method provides a reliable and consistent approach for managing complex power plant operations.
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