IJISA Vol. 5, No. 6, 8 May 2013
Cover page and Table of Contents: PDF (size: 757KB)
Full Text (PDF, 757KB), PP.12-24
Views: 0 Downloads: 0
TCSC, Apparent Reactance, Distance Protection, Settings Zones, Optimization, PSO Techniques
This paper presents the application of the Modified Particle Swarm Optimization (MPSO) technique for optimal settings zones for MHO distance relay protect 400 kV single transmission line of Eastern Algerian transmission networks at Algerian Company of Electrical and Gas (Group Sonelgaz) compensated by series Flexible Alternative current Transmission System (FACTS) i.e. Thyristor Controlled Series Capacitor (TCSC) connected at midpoint. The effects of TCSC insertion on the total impedance of a protected transmission line with respect to injected variable reactance value (X_(TCSC)) in capacitive and inductive boost mode depending of the firing angle (α) is considered. The modified setting zone protection for three zones (Z_(1), Z_(2) and Z_(3)) is have been investigate in order to prevent circuit breaker nuisance tripping and improve the performances of distance relay protection. In this work our aim is to compare the performance of the proposed MPSO algorithm with an analytical method (AM). The findings demonstrate the outstanding performance of the proposed MPSO in terms of computation speed, rate of convergence, and feasibility. The simulation results are compared with each other, and then the more perfect algorithm is considered.
Mohamed Zellagui, Abdelaziz Chaghi, "Impact of TCSC on Distance Protection Setting based Modified Particle Swarm Optimization Techniques", International Journal of Intelligent Systems and Applications(IJISA), vol.5, no.6, pp.12-24, 2013. DOI:10.5815/ijisa.2013.06.02
[1]K.K. Sen, and M.L. Sen, Introduction to FACTS Controllers: Theory, Modeling and Applications, published by John Wiley & Sons, Inc., and IEEE, New Jersey, USA, July 2009.
[2]X.P. Zhang, C. Rehtanz, and B. Pal, Flexible AC Transmission Systems: Modelling and Control, published by Springer Publishers, Heidelberg, Germany, June 2006.
[3]E. Acha, C.R. Fuerte-Esquivel, H. Ambriz-Pérez, and C. Angeles-Camacho, FACTS Modelling and Simulation in Power Networks, published by John Wiley & Sons Ltd, London - UK, April 2004.
[4]R.M. Mathur, and R.K. Varma, Thyristor-Based FACTS Controllers for Electrical Transmission Systems, Published by John Wiley & Sons, Inc. Publication ant IEEE Press, USA, June 2002.
[5]P.K. Dash, A.K. Pradhan, and G. Panda, Apparent Impedance Calculations for Distance Protected Transmission Lines Employing Series-Connected FACTS Devices, Electric Power Components and Systems (EPCS), Vol. 29, No. 7, 2001, pp. 577-595.
[6]P.K. Dash, A.K. Pradhan, G. Panda, and A.C. Liew, Digital Protection of Power Transmission Lines in The Presence of Series Connected FACTS Devices, IEEE/PES Summer Meeting, Washington, USA, pp. 1967-1972, 19 July, 2000.
[7]H. Qu, Q. Jia, and Z. Bo, MPSO based Protective Relay Coordination for Micro-Grid, 10th IET International Conference on Developments in Power System Protection (DPSP), Manchester - UK, 29 March - 1 April 2010.
[8]H. Zeineldin, E. EI-Saadany, and M. Salama, Optimal Coordination of Overcurrent Relays using a Modified Particle Swarm Optimization, Electric Power Systems Research, Vol. 76, No. 11, 2006, pp. 988-995.
[9]Y. Damchi, H.R. Mashhadi, J. Sadeh, and M. Bashir, Optimal Coordination of Directional Overcurrent Relays in a Microgrid System using a Hybrid Particle Swarm Optimization, International Conference on Advanced Power System Automation and Protection (APAP), Beijing - China, 16-20 October 2011.
[10]M. Bashir, M. Taghizadeh, J. Sadeh, and H.R. Mashhadi, A New Hybrid Particle Swarm Optimization for Optimal Coordination of Overcurrent Relay, International Conference on Power System Technology (POWERCON), Hangzhou - China, 24-28 October 2010.
[11]L. An, and Y. Ming-Ta, Optimal Coordination of Directional Overcurrent Relays Using NM-PSO Technique, International Symposium on Computer, Consumer and Control (IS3C), Taichung - Taiwan, 4-6 June 2012.
[12]An Liu, and Ming-Ta Yang, A New Hybrid Nelder-Mead Particle Swarm Optimization for Coordination Optimization of Directional Overcurrent Relays, Mathematical Problems in Engineering, Volume 2012, pp. 1-18, 2012.
[13]M.R. Asadi, and S.M. Kouhsari, Optimal Overcurrent Relays Coordination using Particle Swarm Optimization Algorithm, IEEE/PES Power Systems Conference and Exposition (PSCE), Seattle - USA, 15-18 March 2009.
[14]M. Mansour, F. Mekhamer, and N. El-Sherif, A Modified Particle Swarm Optimizer for the Coordination of Directional Overcurrent Relays, IEEE Transaction on Power Delivery, Vol. 22, No.3, July 2007, pp. 1400-1410.
[15]M. El-Saadawi, A. Hassan, and M. Saeed, Adaptive Optimal Relay Coordination Scheme for Distributed Generation, International Journal of Distributed Energy Resources, Vol. 7, No. 2, 2011, pp.79-91.
[16]A. Motie Birjandi, and M. Pourfallah, Optimal Coordination of Overcurrent Relays By Mixed Genetic and Particle Swarm Optimization Algorithm and Comparison of Both, IEEE International Conference on Workshop of Signal, Image Processing and Applications (ICSIPA), Kuala Lumpur - Malaysia, 16-18 November 2011.
[17]H. Han, and H. Wang, Study on Power Transformer Protection based on Chaos Particle Swarm Optimization, 10th IEEE International Conference on Electronic Measurement & Instruments (ICEMI), Chengdu, 16-19 August 2011.
[18]M. Tripathy, Optimal Radial Basis Function Neural Network Power Transformer Differential Protection, IEEE Bucharest Power Tech, Romania, June 28-July 2, 2009.
[19]M. Geethanjali, S. Mary Raja Slochanal, and R. Bhavani, PSO Trained ANN based Differential Protection Scheme for Power Transformers, Journal Neuro-Computing, Vol. 71, No. 4-6, January 2008, pp. 904-918.
[20]M. Tripathy, R.P. Maheshwari, and H.K. Verma, "Particle Swarm Optimization Based Probabilistic Neural Network for Power Transformer Protection", IEEE International Conference on Industrial Technology (ICIT), India, 15-17 December 2006.
[21]N. El-Amary, F. Ezzat, Y. Mostafa, and W. Ghoneim, Thermal Protection for Successively Starting Three Phase Induction Motors using Particle Swarm Optimization Technique, 11th International Conference on Environment and Electrical Engineering (EEEIC), Venice - Italy, 18-25 May 2012.
[22]M. Khederzadeh, and T.S. Sidhu, Impact of TCSC on the Protection of Transmission Lines, IEEE Transactions on Power Delivery, Vol. 21, No.1, January 2006, pp. 80-87.
[23]Q. Liu, Z. Wang, and Y. Xu, Study on the Influence of TCSC on Fault Component Distance Protection, IEEE Transmission and Distribution Conference & Exhibition: Asia and Pacific, China, 23-25 August 2005.
[24]P.A. Kulkami, R.M. Holmukhe, K.D. Deshpande, and P.S. Chaudhari, mpact of TCSC on Protection of Transmission Line, International Conference on Energy Optimization and Control (ICEOC), Maharashtra, India, 28-30 December 2010.
[25]T.S. Sidhu, and M. Khederzadeh, TCSC Impact on Communication Aided Distance Protection Schemes and Mitigation, IET Conference on Generation, Transmission and Distribution, Vol. 152, No. 5, September 2005, pp. 714-728.
[26]A. Hosny, and M. Safiuddin, ANN based Protection System for Controllable Series Compensated Transmission Lines, IEEE/PES Power Systems Conference and Exposition, Seattle, USA, 15-18 March 2009.
[27]S. Jamali, A. Kazemi & H. Shateri, Measured Impedance by Distance Relay for Inter Phase Faults with TCSC on a Double Circuit Line, 18th Australasian Universities Power Engineering Conference (AUPEC), Sydney, Australia, 14-17 December 2008.
[28]S. Jamali, A. Kazemi, and H. Shateri, Measured Impedance by Distance Relay for Inter Phase Faults in Presence of TCSC on Next Line, IEEE Region 10 Conference (TENCON), 19-21 November 2008.
[29]S. Jamali, A. Kazemi, and H. Shateri, "Measured Impedance for Inter Phase Faults in Presence of TCSC Considering MOV Operation", IEEE Canada Electric Power Conference (EPEC), Canada, 6-7 October 2008.
[30]A. Kazemi, S. Jamali, and H. Shateri, Measured Impedance by Distance Relay with Positive Sequence Voltage Memory in Presence of TCSC, IEEE/PES Power Systems Conference and Exposition (PSCE), Seattle, USA, 15-18 March 2009.
[31]M. Zellagui, and A. Chaghi, A Comparative Study of GCSC and TCSC Effects on MHO Distance Relay Setting in Algerian Transmission Line, International Journal of Engineering and Technology (IJET), Vol. 2, No. 2, Feb. 2012, pp. 220-228.
[32]M. Zellagui, and A. Chaghi, Impact of TCSC on Measured Impedance by MHO Distance Relay on 400 kV Algerian Transmission Line in Presence of Phase to Earth Fault, Journal of Electrical Systems (JES), Vol. 8, No.3, Sept. 2012, pp. 273-291.
[33]M. Zellagui, and A. Chaghi, Modified Setting Numerical Distance Protection of Transmission Line in Presence TCSC using IEC 61850 Communication Protocol, ACTA Technica Napocensis - Electronics and Telecommunications, Vol. 53, No. 3, Sept. 2012, pp. 16-24.
[34]IEEE Standard 1534, "IEEE Recommended Practice for Specifying Thyristor Controlled Series Capacitor", IEEE Power and Energy Society, New York, USA, 20 November 2009.
[35]N. Christl, R. Hedin, P.E. Krause, P. Luetzelberger, M. Pereira, K. Sadek, and D.R. Torgerson, Advanced Series Compensation (ASC) with Thyristor Controlled Impedance, International Conference CIGRE’ 1992, Session, SC, Paris, France, October 1992.
[36]S.G. Jalali, R.A. Hedin, M. Pereira, and K. Sadek, A Stability Model for the Advanced Series Compensator (ASC), IEEE Transactions on Power Delivery, Vol. 11, No. 2, April 1996, pp. 1128-1137.
[37]E.V. Larsen, K. Clark, S.A. Miske, and J. Urbanek, Characteristics and Rating Considerations of Thyristor-Controller Series Compensation, IEEE Transactions on Power Delivery, Vol. 9, No. 2, 1994, pp.1018-1027.
[38]G. Zigler, Numerical Distance Protection: Principles and Applications, Third Edition, published by Publics Corporate Publishing, Germany, 2008.
[39]J.L. Blackburn, T.J. Domin, Protective Relaying: Principles and Applications, Third Edition, Published by CRC Press and Taylor & Francis Group, USA, 2006.
[40]M. Zellagui, and A. Chaghi, Distance Protection for Electrical Transmission Line: Equipments, Settings Zones and Tele-Protection, published by LAP Publishing, Germany, June 2012.
[41]N. Manamani, Principles and Settings of Distance Relay, Group Sonelgaz, Training at GRTE Sétif, Group Sonelgaz, Algeria, 15 June 2009.
[42]Y. Shi, and R. Eberhart, A Modified Particle Swarm Optimizer, IEEE International Conference on Evolutionary Computation (ICEC), Alaska, USA, 4-9 May 1998.
[43]J. Kennedy, and R. Eberhart, Particle Swarm Optimization, IEEE Neural Networks Conference, Piscataway, NJ, USA, 1995.
[44]J. Kennedy, and R. Eberhart, A New Optimizer using Particle Swarm Theory, 6th International Symposium on Micromachine and Human Science, Nagoya, Japan, 1995.
[45]J. Kennedy, Small Worlds and Mega Minds: Effects of Neighborhood Topology on Particle Swarm Performance, Conference of Evolutionary Computation (CEC), Washington, USA, 6-9 July, 1999.
[46]J. Kenney, R.C. Eberhart, and Y. Shi, "Swarm Intelligence", Morgan Kaufmann Publishers, San Francisco - USA, March 2001.
[47]J. Kenney, and R. Mendes, Population Structure and Particle Swarm Performance, IEEE World Congress on Computational Intelligence, proceedings of the Congress on Evolutionary Computing (CEC). Honolulu, USA, 12-17 May 2002.
[48]F. Van Den Bergh, and A.P. Engelbrecht, A New Locally Convergent Particle Swarm Optimizer, IEEE International Conference on Systems, Man and Cybernetics, Hammamet, Tunisia, October 6-9, 2002.
[49]F. Van den Bergh, and A.P. Engelbrecht, A Cooperative Approach to Particle Swarm Optimization, IEEE Transactions on Evolutionary Computation, Vol. 8, No. 3, pp. 225-239, June 2004.
[50]J.B. Park, K.S. Lee, J.R. Shin, and K.Y. Lee, A Particle Swarm Optimization for Economic Dispatch with Non-Smooth Cost Functions, IEEE Transaction on Power System, Vol. 20, No. 1, 2005, pp. 34-42,
[51]Shu-Kai S. Fan, and Z. Erwie, A Hybrid Simplex Search and Particle Swarm Optimization for Unconstrained Optimization, European Journal of Operational Research (EJOR), Vol.181, No. 2, Sep. 2007, pp.527-548.
[52]M. Zellagui, and A. Chaghi, A Comparative Study of Impact Series FACTS Devices on Distance Relay Setting in 400 kV Transmission Line, Journal of Electrical and Electronics Engineering (JEEE), Vol.5, No. 2, October 2012, pp. 111-116.
[53]Sonelgaz Group/OS, Topologies of Electrical Networks High Voltage, technical rapport, Algeria, 30 December 2011.