Enhancement of Power System Security by the Intelligent Control of a Static Synchronous Series Compensator
Received: 1 July 2023 | Revised: 10 July 2023 and 11 September2023 | Accepted: 12 September2023 | Online: 13 October 2023
Corresponding author: Sapana Arun Bhande
Abstract
Improving and maintaining the stability of a power system is a major focus of modern technology and research. However, due to financial issues, environmental concerns, and health risks associated with electric and magnetic fields, the growth of the current transmission system is constrained. Transmission line problems can be resolved by the effective use of reactive power compensation based on Flexible AC Transmission (FACT) devices. The effectiveness of these devices in regulating active and reactive powers as well as dampening oscillations in the transient phase of the power system is examined using a Static Synchronous Series Compensator (SSSC) with Artificial Neural Network (ANN) control. When compared to the traditional Proportional Integral (PI) controller, the suggested ANN controller offers better dynamic performance. For the suggested test system, this study utilized modeling and simulation using the MATLAB/Simulink software. The observations show that by using ANN in disturbed situations, power oscillations are quickly damped and power flow is enhanced.
Keywords:
SSSC, PI, ANN, fuzzy damping of oscillations, FACT, power handling capacityDownloads
References
S. N. Dhurvey and V. K. Chandrakar, "Improvement of Power System Performance Using Fuzzy Logic Based Interline Power Flow Controller [IPFC]," Journal of Power and Energy Engineering, vol. 4, no. 4, pp. 67–77, Apr. 2016.
V. K. Chandrakar and A. g. Kothari, "Fuzzy-based Static Synchronous Compensator (STATCOM) for improving transient stability performance," International Journal of Energy Technology and Policy, vol. 5, no. 6, pp. 692–707, Jan. 2007.
L. L. Sonfack, G. Kenné, and A. M. Fombu, "A New Static Synchronous Series Compensator Control Strategy Based on RBF Neuro-Sliding Mode Technique for Power Flow Control and DC Voltage Regulation," Electric Power Components and Systems, vol. 46, no. 4, pp. 456–471, Feb. 2018.
M. V. U. Maheswari and P. Mahesh, "Compare The effectiveness of SSSC in Transmission network using PI and ANN control with POD Controller," International Journal for Modern Trends in Science and Technology, vol. 8, no. 9, pp. 213–236, 2022.
V. K. Chandrakar and A. G. Kothari, "Comparison of RBFN and fuzzy based STATCOM controllers for transient stability improvement," in 2007 International Aegean Conference on Electrical Machines and Power Electronics, 2007.
V. K. Chandrakar and A. G. Kothari, "MFFN based Static Synchronous Series Compensator (SSSC) for Transient Stability improvement," in 2007 International Conference on Intelligent Systems Applications to Power Systems, Kaohsiung, Taiwan, 2007.
S. Chandrakar, J. Helonde, R. M. Mohril, and V. K. Chandrakar, "Fuzzy based SVC with coordinated POD for damping of oscillations of power system," WSEAS Transactions on Power Systems, vol. 5, no. 3, pp. 253–262, Jan. 2010.
V. K. Chandrakar and A. G. Kothari, "Fuzzy logic based static synchronous series compensator (SSSC) for transient stability improvement," in 2004 IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies. Proceedings, 2004.
V. P. Rajderkar and V. K. Chandrakar, "Design Coordination of a Fuzzy-based Unified Power Flow Controller with Hybrid Energy Storage for Enriching Power System Dynamics," Engineering, Technology & Applied Science Research, vol. 13, no. 1, pp. 10027–10032, Feb. 2023.
V. K. Chandrakar and A. G. Kothari, "RBFN based Static Synchronous Series Compensator (SSSC) for Transient Stability improvement," in 2006 9th International Conference on Control, Automation, Robotics and Vision, Singapore, 2006.
P. Vaidya and V. K. Chandrakar, "Exploring the Enhanced Performance of a Static Synchronous Compensator with a Super-Capacitor in Power Networks," Engineering, Technology & Applied Science Research, vol. 12, no. 6, pp. 9703–9708, Dec. 2022.
H. F. Wang, "Design of SSSC damping controller to improve power system oscillation stability," in 1999 IEEE Africon. 5th Africon Conference in Africa (Cat. No.99CH36342), Cape Town, South Africa, 1999.
K. K. Sen, "SSSC-static synchronous series compensator: theory, modeling, and application," IEEE Transactions on Power Delivery, vol. 13, no. 1, pp. 241–246, 1998.
S. Amara and H. A. Hsan, "Power system stability improvement by FACTS devices: A comparison between STATCOM, SSSC and UPFC," in 2012 First International Conference on Renewable Energies and Vehicular Technology, Nabeul, Tunisia, 2012.
K. Padma and K. Vaisakh, "Application of AHP method for optimal location of SSSC device under different operating conditions," in 2016 International Conference on Intelligent Control Power and Instrumentation (ICICPI), Kolkata, India, 2016.
Y. I. Lal and B. Satayadharma, "Stability Enhancement for Transmission Lines using Neural Network in Static Synchronous Series Compensator," International Journal of Scientific Engineering and Technology, vol. 4, no. 6, pp. 365–369, 2015.
Downloads
How to Cite
License
Copyright (c) 2023 Sapana Arun Bhande, Vinod Kumar Chandrakar
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) after its publication in ETASR with an acknowledgement of its initial publication in this journal.
