Power System Security Enhancement by NARX ANN Model Based Interline Power Flow Controller (IPFC)

Harsh Mankar, Vinod K. Chandrakar

2025

Abstract

Ensuring stability and reducing oscillations are critical for the reliable operation of modern power systems. One effective approach to achieve these goals is through the use of an Interline Power Flow Controller (IPFC). This paper focuses on the design of a PI-based controller for two Static Synchronous Series Compensators (SSSCs), employing a unified and simultaneous control method across multiple transmission lines. The main objective is to enhance the system’s initial first peak stability, shorten the settling time, and mitigate oscillations in large and complex power networks. The control mechanism for the voltage-source converter-based SSSC aims to improve transient performance under various operating scenarios. The study compares the performance of the PI-based IPFC with an NARX ANN Model based IPFC, demonstrating the enhanced stability provided by the ANN approach during large and sudden disturbances. The effectiveness of both control strategies is validated in the MATLAB environment.

Paper Citation

in Harvard Style

Mankar H. and Chandrakar V. (2025). Power System Security Enhancement by NARX ANN Model Based Interline Power Flow Controller (IPFC). In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 656-661. DOI: 10.5220/0013599600004664

in Bibtex Style

@conference{incoft25,
author={Harsh Mankar and Vinod Chandrakar},
title={Power System Security Enhancement by NARX ANN Model Based Interline Power Flow Controller (IPFC)},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT},
year={2025},
pages={656-661},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013599600004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT
TI - Power System Security Enhancement by NARX ANN Model Based Interline Power Flow Controller (IPFC)
SN - 978-989-758-763-4
AU - Mankar H.
AU - Chandrakar V.
PY - 2025
SP - 656
EP - 661
DO - 10.5220/0013599600004664
PB - SciTePress