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Engineering Platform and Experimental Protocol for Design and Evaluation of a Neurally-controlled Powered Transfemoral Prosthesis
Published on: July 22, 2014
Optimal design of CDM controller to frequency control of a realistic power system equipped with storage devices using
Mina Heshmati1, Reza Noroozian1, Saeid Jalilzadeh1
1Department of Electrical Engineering, University of Zanjan, Zanjan, Iran.
A new robust load frequency control (LFC) technique using an optimal coefficient diagram method (CDM) and grasshopper optimization algorithm (GOA) effectively manages power system nonlinearities and uncertainties, especially with redox flow batteries (RFB). This method ensures fast, stable, and robust dynamic responses for real-world applications.
Area of Science:
- Electrical Engineering
- Control Systems
- Power Systems
Background:
- Load Frequency Control (LFC) is crucial for maintaining stable power system operation.
- Realistic power systems exhibit nonlinearities such as generation rate constraint (GRC), governor dead band (GDB), and time delay (TD).
- Redox flow batteries (RFB) offer potential for enhancing power system stability and control.
Purpose of the Study:
- To propose a novel, robust LFC technique for a three-area thermal power system.
- To optimize the coefficient diagram method (CDM) controller design using a new hybrid intelligent approach.
- To address system nonlinearities and parameter uncertainties for improved LFC performance.
Main Methods:
- Developed a decentralized CDM technique integrated with optimization through algebraic equations.
- Employed the grasshopper optimization algorithm (GOA) for the first time to tune LFC controller parameters.
- Utilized a modified objective function incorporating integral of time multiplied squared error (ITSE) for ACE and actuator output, settling time, and minimum damping ratio (MDR).
Main Results:
- The proposed optimal CDM technique demonstrated superior performance in LFC compared to other strategies.
- The controller effectively handled significant load perturbations (step and sinusoidal) and parameter uncertainties.
- Integration with RFB further enhanced the robustness and effectiveness of the proposed LFC scheme.
Conclusions:
- The novel LFC strategy provides a flexible, accurate, and mathematically robust controller.
- It successfully mitigates the impact of GRC, GDB, and TD nonlinearities in uncertain power systems.
- The proposed method ensures fast, stable, and robust dynamic responses, suitable for real-world power system applications.
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