Review on Microgrid and its Protection Strategies

Gnana Swathika OV, Hemamalini S

Abstract


Microgrids are indispensable at the distribution level network and is capable of operating in both grid connected and islanded modes.  Integration of renewable sources in a microgrid is a viable solution to provide continuity of supply to customers. Due to bidirectional power flow, conventional protection strategies are not applicable to microgrids. Also the change in topology of the network poses a key challenge to protection engineers. This paper reviews the advent of microgrid and also the protection strategies that are incorporated in the system integrated with renewable energy systems (RES).


Keywords


Microgrid; distribution system; protection strategies; grid connected; islanding.

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References

Mu, Longhua, and et al, "Microgrid protection based on principle of fault location" IEEJ Transactions on Electrical and Electronic Engineering, vol. 11.1, pp. 30-35, 2016.

Kaur, Amandeep, Jitender Kaushal, and Prasenjit Basak, "A review on microgrid central controller", Renewable and Sustainable Energy Reviews, vol.55, pp.338-345, 2016.

Kennedy, Joel, Phil Ciufo, and Ashish Agalgaonkar, "A review of protection systems for distribution networks embedded with renewable generationâ€, Renewable and Sustainable Energy Reviews, vol.58, pp. 1308-1317, 2016.

Alvaro Llaria, Octavian Curea, Jaime Jiménez, and Haritza Camblong, “Survey on microgrids: Unplanned islanding and related inverter control techniquesâ€, Renewable Energy, vol. 36, pp.2052-2061, 2011. (Article)

Cheng-Tao Hsieh, Jeu-Min Lin, and Shyh-Jier Huang, “Enhancement of islanding-detection of distributed generation systems via wavelet transform-based approachesâ€, Electrical Power and Energy Systems, vol. 30, pp. 575–580, 2008. (Article)

S.P. Chowdhury, S. Chowdhury, and P.A. Crossley, “UK scenario of islanded operation of active distribution networks with renewable distributed generatorsâ€, Electrical Power and Energy Systems, vol. 33, pp.1251–1255, 2011. (Article)

Robert Passey , Ted Spooner , Iain Mac Gill , Muriel Watt , and Katerina Syngellakis, “The potential impacts of grid-connected distributed generation and how to address them: A review of technical and non-technical factorsâ€, Energy Policy, vol. 39, pp.6280–6290, 2011. (Article)

J.J. Justo, F. Mwasilu, J. Lee, and J.W. Jung, “AC-microgrids versus DC-microgrids with distributed energy resources: a reviewâ€, Renew Sustain Energy Rev, vol. 24, pp.387–405, 2013. (Article)

A. Hooshmanda, and H.A.J. Malki Mohammadpourc, “Power flow management of microgrid networks using model predictive controlâ€, Elsevier: Computers and Mathematics with Applications, vol. 64, pp. 869–876, 2012. (Article)

R.H. Lasseter, J.H. Eto, B. Schenkman, J. Stevens, H. Vollkommer, D. Klapp, E. Linton, H. Hurtado, J. Roy, “CERTS Microgrid Laboratory Test Bedâ€, IEEE Transactions On Power Delivery, vol. 26, pp. 325 – 332, 2011. (Article)

N.W.A. Lidula, and A.D.Rajapakse, “Microgrids research: A review of experimental microgrids and test systemsâ€, Renewable and Sustainable Energy Reviews, vol. 15, pp. 186–202, 2011. (Article)

Taha Selim Ustun, Cagil Ozansoy, and Aladin Zayegh, “Recent developments in microgrids and example cases around the world—A reviewâ€, Renewable and Sustainable Energy Reviews, vol.15, pp. 4030–4041, 2011. (Article)

S. Sahin, M. Ölmez, and Y. Isler, “Microcontroller-Based Experimental Setup and Experiments for SCADA Educationâ€, IEEE Transactions on Education, vol. 53, pp.437 – 444, 2010. (Article)

A. A. Salam, A. Mohamed, and M.A. Hannan, “Technical challenges on microgridâ€, ARPN Journal of Engineering and Applied Sciences, vol. 3, pp. 1819-6608, 2008. (Article)

E. Sortomme, G.J. Mapes, B.A. Foster, and S.S. Venkata, “Fault analysis and protection of a microgridâ€, IEEE Transactions on Power Delivery, pp. 2789-2796, 2010. (Article)

I. D. Margarisa, A.D. Hansenb, P. Sørensen, and N. D. Hatziargyrioua, “Dynamic security issues in autonomous power systems with increasing wind power penetrationâ€, Electric Power Systems Research, vol. 81, pp. 880–887, 2011. (Article)

M. Saejia, and I. Ngamroo, “Stabilization of microgrid with intermittent renewable energy sources by SMES with optimal coil sizeâ€, Physica C Superconductivity, vol. 471, pp. 1385–1389, 2011. (Article)

Rujiroj Leelaruji, and Luigi Vanfretti, “Detailed modelling, implementation and simulation of an ‘‘all-in-one’’ stability test system including power system protective devicesâ€, Simulation Modelling Practice and Theory, vol. 23, pp.36–59, 2012. (Article)

Stefania Conti, “Analysis of distribution network protection issues in presence of dispersed generationâ€, Electric Power Systems Research, vol. 79, pp.49–56, 2009. (Article)

Hannu Jaakko Laaksonen, “Protection Principles for Future Microgridsâ€, IEEE Transactions on Power Electronics, vol. 25, pp.2910 – 2918, 2010. (Article)

Daniel Salomonsson, Lennart Söder, and Ambra Sannino, “Protection of Low-Voltage DC Microgridsâ€, IEEE Transactions on Power Delivery, vol. 24, pp. 1045 – 1053, 2009. (Article)

Ritwik Majumdera, Manjula Dewadasab, Arindam Ghoshb, Gerard Ledwichb, and Firuz Zareb, “Control and protection of a microgrid connected to utility through back-to-back convertersâ€, Electric Power Systems Research, vol. 81, pp. 1424–1435, 2011. (Article)

M.A. Redfern, and H, Al-Nasseri, “Protection of micro-grids dominated by distributed generation using solid state convertersâ€, IET 9th International Conference on Developments in Power System Protection, pp. 670-674, 2008. (Conference Paper)

H. Al-Nasseri, M.A. Redfern, and R. O'Gorman, “Protecting micro-grid systems containing solid-state converter generation†International Conference on Future Power Systems, pp. 5, 2005. (Conference)

M.A. Zamani, T.S. Sidhu, and A. Yazdani, “A Protection Strategy and Microprocessor-Based Relay for Low-Voltage Microgridsâ€, IEEE Transactions on Power Delivery, vol. 26, pp.1873 – 1883, 2011. (Article)

H. Zeineldin, E. El-Saadany, and M. Salama, “Distributed Generation Micro-Grid Operation: Control and Protectionâ€, Power Systems Conference: Advanced Metering, Protection, Control, Communication and Distributed Resources, pp. 105-112, 2006. (Conference Paper)

Yun Wei Li, D. Mahinda Vilathgamuwa, and Poh Chiang Loh, “A Grid-Interfacing Power Quality Compensator for Three-Phase Three-Wire Microgrid Applicationsâ€, IEEE Transactions on Power Electronics, vol. 21, pp.1021 – 1031, 2006. (Article)

Premalata Jena, and Ashok Kumar Pradhan, “A Positive-Sequence Directional Relaying Algorithm for Series-Compensated Lineâ€, IEEE Transactions on Power Delivery, vol. 25, pp. 2288 – 2298, 2010. (Article)

B. Don Russell, and L. Carl Benner, “Intelligent Systems for Improved Reliability and Failure Diagnosis in Distribution Systemsâ€, IEEE Transactions on Smart Grid, vol.1, pp. 48 – 56, 2010. (Article)

N. El Halabi, M. García-Gracia, J. Borroy, and J.L. Villa, “Current phase comparison pilot scheme for distributed generation networks protectionâ€, Applied Energy, vol. 88, pp.4563–4569, 2011. (Article)

S.P. Chowdhury, S. Chowdhury, P.A. Crossley, “Islanding protection of active distribution networks with renewable distributed generators: A comprehensive surveyâ€, Electric Power Systems Research, vol. 79, pp. 984–992, 2009. (Article)

A.M. El-Zonkoly, “Fault diagnosis in distribution networks with distributed generationâ€, Electric Power Systems Research, vol. 81, pp.1482–1490, 2011. (Article)

Elmer Sorrentino, and Pamela Villafuerte, “Comparison between two assessment modes for critical clearing times in electrical power systemsâ€, Electric Power Systems Research, vol. 82, pp. 95– 97, 2012. (Article)

Ivo Ferreira ML, and J.S. Paulo Gil, “Application and performance analysis of neural networks for decision support in conceptual designâ€, Expert Systems with Applications, vol. 39, pp. 7701–7708, 2012. (Article)

L.H.A de Medeirosa, P.A.C. Rosasa, Z. D. Linsa, H.L. Ferreirab, J.M.S. Melob, and N.J. Santos, “High frequency transients and electromagnetic interference within 69 kV Substationsâ€, Electric Power Systems Research, vol. 81, pp.1534–1540, 2011. (Article)

M. Sukumar Brahma, and A. Adly Girgis, “Development of Adaptive Protection Scheme for Distribution Systems With High Penetration of Distributed Generationâ€, IEEE Transactions on Power Delivery, vol. 19, pp.56 – 63, 2004. (Article)

Ibrahem Baqui, Inmaculada Zamora, Javier Mazón, and Garikoitz Buigues, “High impedance fault detection methodology using wavelet transform and artificial neural networksâ€, Electric Power Systems Research, vol. 81, pp.1325–1333, 2011. (Article)

Joaquim Meléndez, Oscar Quiroga, and Sergio Herraiz, “Analysis of sequences of events for the characterisation of faults in power Systemsâ€, Electric Power Systems Research, vol. 87, pp. 22– 30, 2012. (Article)

E. Marcelo Valdes, J. Andrew Crabtree, and Tom Papallo, “Method for Determining Selective Capability of Current-Limiting Overcurrent Devices Using Peak Let-Through Current—What Traditional Time–Current Curves Will Not Tell Youâ€, Industrial & Commercial Power Systems Technical Conference , pp.1-8, 2009. (Conference Paper)

Elmer Sorrentino, Orlando Salazar, and Daniel Chávez, “Limit Curves by Power System’s Transient Stability for the Inverse-Time Overcurrent Relaysâ€, IEEE Transactions on Power Delivery, vol.26, pp. 1727 – 1733, 2011. (Article)

Shenxing Shi, Bo Jiang, Xinzhou Dong, and Zhiqian Bo, “Protection of Microgridsâ€, Areva T&D. (Book)

Xiangning Lin, Rui Zhang, Ning Tong, Xianshan Li, Ming Li, and Dexian Yang, “Regional protection scheme designed for low-voltage micro-gridsâ€, Electrical Power and Energy Systems, vol. 64, pp.526–535, 2015. (Article)

Manisa Pipattanasomporn, Hassan Feroze, and Saifur Rahman, “Securing critical loads in a PV-based microgrid with a multi-agent systemâ€, Renewable Energy, vol. 39, pp.166-174, 2012. (Article)

E. Sortomme, G.J. Mapes, B.A. Foster, and S.S. Venkata, “Fault Analysis and Protection of a Microgridâ€, Power Symposium, pp. 1-6, 2008. (Article)

J. John Novak Jr, and D. Richard Kirby, “Better, Faster, and More Economical Integrated Protective Relaying and Control Using Digital Bits and Logicâ€, IEEE Transactions on Industry Applications, vol.46, pp.1281 – 1294, 2010. (Article)

B. Hamed Funmilayo, A. James Silva, and L.Karen Butler-Purry, “Overcurrent Protection for the IEEE 34-Node Radial Test Feederâ€, IEEE Transactions on Power Delivery, vol.27, pp.459 – 468, 2012. (Article)

A.H.A. Bakar, Ban Juan Ooi , P. Govindasamy, Chia Kwang Tan, H.A. Illias, and H. Mokhlis, “Directional overcurrent and earth-fault protections for a biomass microgrid system in Malaysiaâ€, Electrical Power and Energy Systems, vol. 55, pp. 581–591, 2014. (Article)

Abhisek Ukil, Bernhard Deck, and H. Vishal Shah, “Current-Only Directional Overcurrent Relayâ€, IEEE Sensors Journal, vol.11, pp.1-2, 2011. (Article)

M. Dewadasa, A. Ghosh, G. Ledwich, and M. Wishart, “Fault isolation in distributed generation connected distribution networksâ€, IET Gener. Transm. Distrib., vol.5, pp.1053–1061, 2011. (Article)

J.L. Sun, L.Y. Li, S.W. Li, and Q. Jin, “A Fast Current Protection Scheme for Distribution System with Distributed Generationsâ€, Journal of Tianjin University, pp.102-108, 2010. (Article)

A. Sachit Gopalan, Victor Sreeram, and H.C. Herbert Iu, “A review of coordination strategies and protection schemes for microgridsâ€, Renew Sustain Energy Rev., vol. 32, pp. 222–228, 2014. (Article)

M. Sukumar Brahma, and A. Adly Girgis, “Development of Adaptive Protection for Distribution Systems With High Penetration of Distributed Generationâ€, IEEE Transactions on Power Delivery, vol. 19, pp.56-63, 2004. (Article)

H. Zayandehroodi, A. Mohamed, H. Shareef, and M. Farhoodnea, “A novel neural network and backtracking based protection coordination scheme for distribution system with distributed generationâ€, International Journal Electrical Power Energy Systems, vol.43, pp.868–879, 2012. (Article)

C. Vassilis Nikolaidis, Evangelos Papanikolaou, and S. Anastasia Safigianni, “A Communication-Assisted Overcurrent Protection Scheme for Radial Distribution Systems with Distributed Generationâ€, IEEE Transaction on Smart Grid, Article in Press, 2015. (Article)

A. Oudalov, and A. Fidgatti A, “Adaptive network protection in microgridsâ€, http://www.microgrids.eu/documents/519.pdf. (Article)

Pukar Mahat, Zhe Chen, Birgitte Bak-Jensen, and Claus Leth Bak, “A Simple Adaptive Overcurrent Protection of Distribution Systems With Distributed Generationâ€, IEEE Transaction on Smart Grid , vol.2, pp.428 – 437, 2011. (Article)

H.H. Zeineldin, E.F. El-SaadanyF, and M.M.A. Salama, “Distributed Generation Micro-Grid Operation: Control and Protectionâ€, Power Systems Conference: Advanced Metering, Protection, Control, Communication, and Distributed Resources, pp.105-111, 2006. (Conference Paper)

I.M. Elmarkabi, “Control and protection of distribution networks with distributed generatorsâ€, http://www.lib.ncsu.edu/resolver/1840.16/4450. (Article)

Eric Sortomme, S.S. Venkata, and Joydeep Mitra, “Microgrid Protection Using Communication-Assisted Digital Relaysâ€, IEEE Transaction on Power Delivery, vol. 25,pp. 2789 – 2796, 2010. (Article)

Taha Selim, Cagil Ozansoy, and Aladin Zayegh, “Fault Current Coefficient and Time Delay Assignment For Microgrid Protection System With Central Protection Unitâ€, IEEE Transactions on Power Delivery, vol. 28, pp. 598 – 606, 2012. (Article)

T. S. Ustun, et al, “Simulation of Communication Infrastructure of a Centralized Microgrid Protection System Based in IEC 61850-7-420â€, Third IEEE International Conference on Smart Grid Communications, 2012. (Conference Paper)

T. S. Ustun, et al, “Modeling of a Centralized Microgrid Protection System and Distributed Energy Resources According to IEC 61850-7- 420â€, IEEE Transactions on Power Systems, vol. 27, pp. 1560 – 1567, 2012. (Article)

Ma Jing, Wang Xi, Zhang Yagang, Yang Qixun, and A.G. Phadke, “A novel adaptive current protection scheme for distribution systems with distributed generationâ€, Int J Electr Power Energy Syst, vol. 43, pp. 1460–1466, 2012. (Article)

S.A.M. Javadian, M.R. Haghifam, S.M.T. Bathaee, and M. Fotuhi Firoozabad, “Adaptive centralized protection scheme for distribution systems with DG using risk analysis for protective devices placementâ€, Electrical Power and Energy Systems, vol.44, pp. 337- 345, 2013. (Article)

Hashem Mortazavi, Hasan Mehrjerdi, Maarouf Saad, Serge Lefebvre, Dalal Asber, and Laurent Lenoir, “A Monitoring Technique for Reversed Power Flow Detection With High PV Penetration Levelâ€, IEEE Transaction on Smart Grid, vol. 6, pp. 2221 – 2232, 2015. (Article)

Taha Selim Ustun, and H. Reduan Khan, “Multiterminal Hybrid Protection of Microgrids Over Wireless Communications Networkâ€, IEEE Transactions on Smart Grid, vol. 6, pp. 2493-2500, 2015. (Article)

Hannu Laaksonen, Dmitry Ishchenko, and Alexandre Oudalov, “Adaptive Protection and Microgrid Control Design for Hailuoto Islandâ€, IEEE Transactions on Smart Grid, vol.5, pp. 1486 – 1493, 2014. (Article)

Wen Lu, Yangdong Zhao, Weixing Li, and Hongwei Du, “Design and application of microgrid operation control system based on IEC 61850â€, Springer: Journal of Mod. Power Syst. Clean Energy, vol.2, pp.256-263, 2014. (Article)

Liang Che, E. Mohammad Khodayar, and Mohammad Shahidehpour, “Adaptive Protection System for Microgridsâ€, IEEE Electrification Magazine, pp. 66 – 80, 2014. (Article)

S.L. Zhao, Z.L.Wu, M.Q. Wu, and Y. Fan, “Thought About Protection of Distributed Generation and Microgridâ€, Automation of power system, pp.73-77, 2010. (Article)

M. Amin Zamani, S. Tarlochan Sidhu, and Amirnaser Yazdani, “A Protection Strategy and Microprocessor-Based Relay for Low-Voltage Microgridsâ€, IEEE Transactions on Power Delivery, vol. 26, pp. 1873 – 1883, 2011. (Article)

Zhihui Dai, and Zengping Wang, “Protection Dynamic Reliability Analysis System Based on 3RF Techniqueâ€, IEEE Transactions on Power Systems, vol. 26, pp. 1137 – 1144, 2011. (Article)

S.P. Valsan, and K.S. Swarup, “Protective relaying for power transformers using field programmable gate arrayâ€, IET Electric Power Applications, doi: 10.1049/iet-epa:20070355. (Article)

Saeed Lotfi-fard, Jawad Faiz , and Reza Iravani, “Improved Overcurrent Protection Using Symmetrical Components†IEEE Transactions on Power Delivery, vol. 22, pp. 843 – 850, 2007. (Article)

S.R. Mohanty, A.K. Pradhan, and A. Routray, “A Cumulative Sum-Based Fault Detector for Power System Relaying Applicationâ€, IEEE Transactions on Power Delivery, vol. 23, pp. 79 – 86, 2008. (Article)

Sudipta Nath, Abhijit Chakrabarti, and K. Asok Mukhopadhyay, “A Microcomputer-Based Unique Digital Fault Diagnosis Scheme of Radial Transformer Feedersâ€, IEEE Transactions on Power Delivery, vol. 21, pp. 1824 – 1829, 2006. (Article)

Majid Sanaye-Pasand, and Peyman Jafarian, “Adaptive Protection of Parallel Transmission Lines Using Combined Cross-Differential and Impedance-Based Techniquesâ€, IEEE Transactions on Power Delivery, vol. 26, pp. 1829 – 1840, 2011. (Article)

H. Gary Fox, “Applying Microprocessor-Based Protective Relays in Switchgear With AC Control Powerâ€, IEEE Transactions on Industry Applications, vol.41, pp.1436-1443, 2005. (Article)

Yin Lee Goh, K. Agileswari Ramasamy, Farrukh Hafiz Nagi, and Aidil Azwin Zainul Abidin, “Evaluation of DSP based Numerical Relay for Overcurrent Protectionâ€, International Journal of Systems Applications, Engineering and Development , vol. 5, pp. 396-403, 2011. (Article)

L. Zhu, D. Shi, and X. Duan, “Evidence theory-based fake measurement identification and fault-tolerant protection in digital substationsâ€, IET Generation, Transmission & Dist, doi: 10.1049/iet-gtd.2010.0057. (Article)

V. Muthukrishnan, and T.S. Sidhu, “Fast and secure breaker failure detection algorithmsâ€, IET Generation, Transmission & Distrib, doi: 10.1049/iet-gtd:20080104. (Article)

M. Sukumar Brahma, L. Phillip De Leon, and G. Rajesh Kavasseri G, “Investigating the Option of Removing the Antialiasing Filter From Digital Relaysâ€, IEEE Transactions on Power Delivery, vol. 24, pp. 1864 – 1868, 2009. (Article)

Amir Hossein Etemadi, and Mahmud Fotuhi-Firuzabad, “New Considerations in Modern Protection System Quantitative Reliability Assessmentâ€, IEEE Transactions on Power Delivery, vol. 25, pp. 2213 – 2222, 2010. (Article)

A.K. Pradhan, and P. Jena, “Solution to Close-in Fault Problem in Directional Relayingâ€, IEEE Transactions on Power Delivery, vol. 23, pp.1690 – 1692, 2008. (Article)

Yin Lee Goh, K. Agileswari Ramasamy, Farrukh Hafiz Nagi, and Aidil Azwin Zainul Abidin, “DSP based overcurrent relay using fuzzy bang–bang controller†Microelectronics Reliability, vol. 51, pp.2366–2373, 2011. (Article)

Jong Kang Park, Jong Tae Kim, and Myong-Chul Shin, “A CORDIC-based digital protective relay and its architectureâ€, Microelectronics Reliability, vol. 49, pp.438–447, 2009. (Article)

O.V. Gnana Swathika, S. Hemamalini, “Kruskal Aided Floyd Warshall Algorithm for shortest path identification in microgridsâ€, ARPN Journal of Engineering and Applied Sciences, vol. 10, pp. 6614–6618, 2015. (Article)

Manisha Mishra, S. Archanaa Krishnan, Rahul Thinakaran, O.V. Gnana Swathika and S. Hemamalini, “Optimum coordination of overcurrent relays using dual simplex algorithm and improved harmony search algorithms†http://nngt.org/digital-library/abstract5.php?id=5, 2015. (Article)

Mohammad Lutfi Othman, Ishak Aris, Mohammad Ridzal Othman, and Harussaleh Osman, “Rough-Set-and-Genetic-Algorithm based data mining and Rule Quality Measure to hypothesize distance protective relay operation characteristics from relay event reportâ€, Electrical Power and Energy Systems, vol. 33, pp.1437–1456, 2011. (Article)

A. Conde, and E. Vazquez, “Application of a proposed overcurrent relay in radial distribution networksâ€, Electric Power Systems Research , vol. 81, pp. 570–579, 2011. (Article)

Mazhar Ezzeddine, and Robert Kaczmarek, “A novel method for optimal coordination of directional overcurrent relays considering their available discrete settings and several operation Characteristicsâ€, Electric Power Systems Research , vol. 81, pp. 1475–1481, 2011. (Article)

Miroslaw Lukowicz, Jan Magott, and Pawel Skrobanek, “Selection of minimal tripping times for distance protection using fault trees with time dependenciesâ€, Electric Power Systems Research, vol. 81, pp. 1556–1571, 2011. (Article)

Reza Mohammadi Chabanloo, Hossein Askarian Abyaneh, Somayeh Sadat Hashemi Kamangar, and Farzad Razavi, “Optimal Combined Overcurrent and Distance Relays Coordination Incorporating Intelligent Overcurrent Relays Characteristic Selectionâ€, IEEE Transactions on Power Delivery, vol.26, pp. 1381 – 1391, 2011. (Article)

Thanga Raj Chelliah, Radha Thangaraj, Srikanth Allamsetty, and Millie Pant, “Coordination of directional overcurrent relays using opposition based chaotic differential evolution algorithmâ€, Electric Power and Energy Systems, vol. 55, pp. 341–350, 2014. (Article)

Meng Yen Shih, Arturo Conde Enríquez, and Luis Martín Torres Trevino, “On-line coordination of directional overcurrent relays: Performance evaluation among optimization algorithmsâ€, Electric Power and Energy Systems, vol. 110, pp.122–132, 2014. (Article)

Manohar Singh, B.K. Panigrahi, and A.R. Abhyankar. “Optimal coordination of directional over-current relays using Teaching Learning-Based Optimization (TLBO) algorithmâ€, Electric Power and Energy Systems, vol. 50, pp. 33–41, 2013. (Article)

Manohar Singh, B. K. Panigrahi, A. R. Abhyankar, and Swagatam Das, “Optimal coordination of directional over-current relays using using informative differential evolution algorithmâ€, Electric Power and Energy Systems, vol. 5, pp. 269–276, 2014. (Article)

Rafael Corrêa, Ghendy Cardoso Jr., Olinto C.B. de Araújo, and Lenois Mariotto, “Online coordination of directional overcurrent relays using binary integer programmingâ€, Electric Power Systems Research, vol. 127, pp. 118–125, 2015. (Article)

Zahra Moravej, Farhad Adelnia, and Fazel Abbasi, “Optimal coordination of directional overcurrent relays using NSGA-IIâ€, Electric Power Systems Research, vol.119,pp. 228–236, 2015. (Article)

Mehdi Farzinfar, Mostafa Jazaeri, and Farzad Razavi, “A new approach for optimal coordination of distance and directional over-current relays using multiple embedded crossover PSOâ€, Electric Power Systems Research, vol. 61, pp.620–628, 2014. (Article)

Prashant Prabhakar Bedekar, and Sudhir Ramkrishna Bhide, “Optimum Coordination of Directional Overcurrent Relays Using the Hybrid GA-NLP Approachâ€, IEEE Transactions On Power Delivery, vol. 26, pp.109 – 119,2011. (Article)




DOI (PDF): https://doi.org/10.20508/ijrer.v6i4.4353.g6911

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