Effective design of Load Frequency Controller for a Single Area System using Sailfish Optimization Algorithm
This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller optimized through the Sailfish Optimization Algorithm (SFO). The PID controller parameters are fine-tuned using the integral square error (ISE) of...
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| Vydáno v: | 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0 s. 1 - 8 |
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09.04.2025
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| Abstract | This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller optimized through the Sailfish Optimization Algorithm (SFO). The PID controller parameters are fine-tuned using the integral square error (ISE) of the frequency deviation as the objective function during the optimization process. The system's frequency response is evaluated under three scenarios: without a controller, with a controller from the literature, and with the proposed SFO-PID controller. Performance metrics, including rise time, settling time, peak time, and undershoot, are analyzed to compare the step response in each case. Results indicate that the proposed SFO-PID controller significantly improves system performance, achieving faster and more stable frequency regulation, thereby demonstrating its efficacy for LFC in power systems. |
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| AbstractList | This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller optimized through the Sailfish Optimization Algorithm (SFO). The PID controller parameters are fine-tuned using the integral square error (ISE) of the frequency deviation as the objective function during the optimization process. The system's frequency response is evaluated under three scenarios: without a controller, with a controller from the literature, and with the proposed SFO-PID controller. Performance metrics, including rise time, settling time, peak time, and undershoot, are analyzed to compare the step response in each case. Results indicate that the proposed SFO-PID controller significantly improves system performance, achieving faster and more stable frequency regulation, thereby demonstrating its efficacy for LFC in power systems. |
| Author | Lalwani, M. Sambariya, Shuhangi Sambariya, D. K. |
| Author_xml | – sequence: 1 givenname: Shuhangi surname: Sambariya fullname: Sambariya, Shuhangi email: ssambariya@yahoo.com organization: Rajasthan Technical University,Department of Electrical Engg.,Kota,Rajasthan,India,324010 – sequence: 2 givenname: M. surname: Lalwani fullname: Lalwani, M. email: mlalwani@rtu.ac.in organization: Rajasthan Technical University,Department of Electrical Engg.,Kota,Rajasthan,India,324010 – sequence: 3 givenname: D. K. surname: Sambariya fullname: Sambariya, D. K. email: dksambariya@rtu.ac.in organization: Rajasthan Technical University,Department of Electrical Engg.,Kota,Rajasthan,India,324010 |
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| Snippet | This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller... |
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| SubjectTerms | Frequency control Frequency response Linear programming Load frequency Optimization PD control Performance metrics PID Controller Power systems Sailfish Optimization Algorithm Single-Area Power System System performance Technological innovation Time-frequency analysis |
| Title | Effective design of Load Frequency Controller for a Single Area System using Sailfish Optimization Algorithm |
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