A Neural network-based Super Capacitor of a Multimachine Power System connected with a Renewable Energy sources | [International Journal of Communication Networks and Information Security • 2024]

Author(s):

1. M. Bindu Priya: Department of EECE, GITAM (deemed to be university), Hyderabad, India

2. U. Salma: Department of EECE, GITAM (deemed to be university), Visakhapatnam, India

Abstract:

The paper advocates for the adoption of DC transmission based on voltage source converters (VSCs) as the future of offshore power transmission. It focuses on connecting onshore grids with offshore wind farms through innovative system design.The wave of the future for offshore power transmission is DC transmission based on voltage source converters (VSCs). Connecting onshore grids with offshore wind farms is the primary goal of this paper's DC transmission system design. Using DC at the grid side converter in tandem with a squirrel cage induction machine forms a large-capacity, low-speed flywheel energy storage system (FESS), as described in this article. Instead of being wasted as resistive losses, the FESS is specifically designed to absorb surge power, which occurs because of power flow imbalances during faults. It has been shown that the flywheel may successfully alleviate this issue due to the short length of these surges. The FESS is utilized for power evening out usefulness during ordinary activity and for fault ride-through assistance during fault circumstances. Illustrate the integration of offshore wind farms with onshore grids using DC transmission based on VSCs, highlighting the significance of this approach. Showcase the flow of power within the system, emphasizing the utilization of FESS to mitigate power flow imbalances during faults and maintain stability.

Page(s): 1795-1814

DOI: DOI not available

Published: Journal: International Journal of Communication Networks and Information Security, Volume: 16, Issue: 4, Year: 2024

Keywords:

PID , faults , Active and reactive power Loss , offshore wind energy , VSC HVDC , THD , AC voltage control , NN

References:

[1] Rikalo I,Sobajic DJ .1996 .Real-time and Off-line Transmission Line Fault Classification Using Neural Networks”. Engineering Intelligent Systems, 10 : 57-63.

[2] . .Design and analysis of general rotor-flux-oriented vector control systems. ” IEEE Trans. Ind, 48(2) : 383-390.

[3] Cárdenas R.,Clare G.,J. G. .2001 .Control strategies for enhanced power smoothing in wind energysystems using a flywheel driven by a vector-controlled induction machine. IEEE Trans. Ind. Electron, 48 : 625-635.

[4] Hahn S.,Kim W.,Kim J.,Koh C.,Hahn S. .2002 .Low speed FES with induction motor and generator. ” IEEE Trans. Appl, 12(1) : 746-749.

[5] Samineni S.,Johnson B. K,Law J. D. .2003 .New Orleans. in Proc. Int. Conf. Power Systems Transients-IPST, : .

[6] Zhang J. .2005 .Research on Flywheel Energy Storage System Using in Power Network,”. in Proc. Int. Conf. Power Electronics and Drives Systems, 2 : 1344-1347.

[7] Samineni S.,Johnson B. K.,Hess H. L.,Law J. D.,Jan J. D. .2006 .Modeling and analysis of a flywheel energy storage system for Voltage sag correction. ” IEEE Trans. Ind. Application., 42(1) : 42-52.

[8] Meng Y. M.,Li T. C.,Wang L.,DRPT L. .2008 .Simulation of controlling methods to flywheel energy storage on charge section,”. in Proc. 3rd Int. Conf. Electric Utility Deregulation and Restructuring and Power Technologies, (9) : 2598-2602.

[9] Flourentzou N.,Agelidis V. G.,Demetriades G. D. .2009 .VSC-Based HVDC power transmission systems: An overview. IEEE Trans. Power Electron., 24(3) : 592-602.

[10] C. Feltes H.,Wrede F. W.,Koch and I. Erlich .2009 .Enhanced fault ridethrough method for wind farms connected to the grid through VSCbased HVDC transmission. ” IEEE Trans. Power Syst., 24(3) : 1537-1546.

[11] Rennian L.,Xin W. .2011 .Status and challenges for offshore wind energy,”. May 20-22, : 601-605.

[12] Arani A.K.,Karami H.,G. H.,M. H. .2017 .Review of Flywheel Energy Storage Systems structuresand applications in power systems and microgrids. Renew. Sustain. Energy Rev, 69 : 9-18.

[13] Soomro A.,Amiryar M.E.,Pullen K.R.,D. K.R. . .Comparison of performance and controlling schemes ofsynchronous and induction machines used in flywheel enregy storage systems. Energy Procedia2018, 151 : 100-110.

Citations

Downloads

Views