Authors :
Nimisha Agrawal; Dr. Mahendra Lalwani
Volume/Issue :
Volume 10 - 2025, Issue 11 - November
Google Scholar :
https://tinyurl.com/39tnb5cr
Scribd :
https://tinyurl.com/4a6uf3ff
DOI :
https://doi.org/10.38124/ijisrt/25nov052
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Abstract :
This paper proposes Load Frequency Control (LFC) for a two-area interconnected power system using Non-
dominated Sorting Genetic Algorithm II (NSGA-II). A PID controller is employed, and its parameters are optimally tuned
through multi-objective optimization considering ITAE and control effort. Simulation results show that NSGA-II
significantly reduces frequency deviations, settling time, and overshoot compared to conventional tuning, ensuring improved
system stability.
Keywords :
Load Frequency Control (LFC), Two-Area Non-reheat Power System, NSGA-II, PID Controller, ITAE, Frequency Deviation, Settling Time, Overshoot, Tie-Line Power Flow.
References :
- H. Saadat, Power System Analysis, Mc Graw Hill, 1999.
- M. Menna, M. Hasni, M. Boudour, N.E.L.Y. Kouba, "Load Frequency Control in multi-area power system based on Fuzzy logic-PID Controller," in 2015 IEEE International Conference on Smart Energy Grid Engineering (SEGE), 2015.
- P. K. Roy. S. Banerjee, and D.Guha, "Load frequency control of interconnected power system using grey wolf optimization," Swarm and Evolutionary Computation, vol. 27, pp. 97-115, 2016.
- A. Sahu. and L. B. Prasad, "Load Frequency control of interconnected five-area power system with PID controller," in 2017 International Conference on Information,Communication,Instrumentation and Control (ICICIC), 2017.
- S. Sahu. S. Rout, S. Ganthia, and B. Ganthia, A. Pritam, "Automatic Generation Control Study in Two Area Reheat Thermal POwer System," in IOP Conference Series: Materials Science and Engineering, 2017.
- Chongxin Huang, Yijun Yu, Dong Yu., Jun Xie, Shengchum Yang, "Load Frequency Control of Interconnected Power System via Multi-Agent System Method," Electric Power Components and Systems
- M. K. Boddepalli and P. Navuri, "Design and Analysis of Firefly Algorithm based PID Controller for Automatic Load Frequency Control Problem," in 2018 Technologies for Smart-City Energy and Power (ICSESP), 2018.
- S. Ahmed, M. Nawari, S. A. Rahim, "A Study of Load Frequency Control for Two Area Power System Using Two Controllers," in 2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), 2018.
- Sunil Kumar singla, Swati Sondhi & Ruchika Lamba, "Design of Fractional Order PID Controller for Load Frequency Control in Perturbed Two Area Interconnected System," Electric Power Components and Systems.
- S. Murli and R. Shankar, "Load Frequency Control Scheme using Inertia Emulation Controlled HVDC Tie-Line," in 2019 20th International Conference on Inteliigent System Application to Power System (ISAP) , 2019.
- P. C. Nayak, R. C. Prusty, D. Mishra, "PSO Optimized PIDF Controller for Load Frequency Control of A.C. Multi-Islanded-Micro Grid System," in 2020 International Conference on Renewable Energy Integration into Smart Grids: A Multidisciplinary Approach to Technology Modelling and Simulation (ICREISG).
- Lizarani Nath, Amit Shaha Surja, Tahmina Akter Tanni, Md. Shahid Iqbal, Keya Akter, "An Improved Load Frequency Control Strategy for Single & Multi-Area Power System," in 2022 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE).
- A. Shaheen, A. Ginidi S. F. Al-Gahtani, R. EI. Sehiemy, "Proportional-Integral-Derivative Controller Based-Artificial Rabbits Algorithm for Load Frequency Control in Multi-Area Power Systems," Fractal and Fractional, vol. 7.
- M. Raju, S. Vishnoi, H. Shukla, "Comparison of PSO and Firefly Algorithm Application on Automatic Load Frequency Control for EV Integrated System with Time-Delayed Effect," in 2023 IEEE Renewable Energy and Sustainable E-Mobility Conference (RESEM), 2023.
- Amit Mittal, Karimulla Syed., Md. Asim, Abhishek Chakravorty, Shweta Goyal, Raghav Garg, "Linear Quadratic Regulator (LQR)-Based Load Frequency Vontrol in Power Systems," in 2024 2nd World Conference on Communication & Computing (WCONF).
This paper proposes Load Frequency Control (LFC) for a two-area interconnected power system using Non-
dominated Sorting Genetic Algorithm II (NSGA-II). A PID controller is employed, and its parameters are optimally tuned
through multi-objective optimization considering ITAE and control effort. Simulation results show that NSGA-II
significantly reduces frequency deviations, settling time, and overshoot compared to conventional tuning, ensuring improved
system stability.
Keywords :
Load Frequency Control (LFC), Two-Area Non-reheat Power System, NSGA-II, PID Controller, ITAE, Frequency Deviation, Settling Time, Overshoot, Tie-Line Power Flow.