Optimizing the Load Frequency of a Two-Area Interlinked Power System using Artificial Intelligence Techniques

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Published: Oct 7, 2023
DOI: https://doi.org/10.17762/ijritcc.v11i10s.7635
Keywords:
LFC, PI controller, PID Controller, Fuzzy logic control, ANN control

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Vasupalli Manoj
Assistant Professor, Department of EEE, GMR Institute of Technology, Rajam, Vizianagaram, India
Subuddi Nagaraju
Associate Professor, Department of EEE, Aditya Institute of Technology and Management, Tekkali, Srikakulam, India
K. Durga Syam Prasad
Professor, Department of EEE, Vignan's Institute of Engineering for Women, Kapujaggarajupeta, Visakhapatnam
Bathula Vineela Rathan
Asstistant Professor, Department of Mechanical Engineering, Vignan's Institute of Information Technology, Visakhapatnam, India
Boddepalli Kiran Kumar
Associate Professor, Department of CSE, Aditya College of Engineering, Surampalem, Andhra Pradesh, India
Jami Venkata Suman
Assistant Professor, Department of ECE, GMR Institute of Technology, Rajam, Vizianagaram,India

Abstract

Power costs are increasing on a daily basis, generating changes in system frequency and causing serious concerns with system stability. It has become a major problem to offer customers with uninterrupted and high-quality power. To mitigate these issues, a linked power system's load distribution and network frequency should be constantly reviewed. Load frequency control adjusts the generator's energy output and tie line power between prescribed limits. As well as regulating generator output power, load frequency control also adjusts tie line power. The disturbance in the frequency due to different load changes is regulated using the proposed scheme. In this article, a two-area load frequency control system is constructed and evaluated using various control approaches, including a proportional integral derivative (PID) controller, a proportional integral (PI) controller, a fuzzy logic-based controller, and an Artificial Neural Network (ANN). The goal is to assess the power system's resilience under different loading conditions with these control schemes. The performance of the controllers is compared based on peak-undershoot, peak-overshoot, and settling time, focusing on tie line power and frequency response. To achieve this, the design is implemented using MATLAB/SIMULINK software.

Article Details

How to Cite
Manoj, V. ., Nagaraju, S. ., Prasad, K. D. S. ., Rathan, B. V. ., Kumar, B. K. ., & Suman, J. V. . (2023). Optimizing the Load Frequency of a Two-Area Interlinked Power System using Artificial Intelligence Techniques. International Journal on Recent and Innovation Trends in Computing and Communication, 11(10s), 346–353. https://doi.org/10.17762/ijritcc.v11i10s.7635
Issue
Vol. 11 No. 10s (2023)
Section
Articles

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