A comprehensive review of distribution generation integrated DC microgrid protection: issues, strategies, and future direction
Swetalina Sarangi
Department of Electrical Engineering, SOA University, Bhubaneswar, Odisha, India
Search for more papers by this authorBinod Kumar Sahu
Department of Electrical Engineering, SOA University, Bhubaneswar, Odisha, India
Search for more papers by this authorCorresponding Author
Pravat Kumar Rout
Department of Electrical and Electronics Engineering, SOA University, Bhubaneswar, Odisha, India
Correspondence
Pravat Kumar Rout, Department of Electrical and Electronics Engineering, SOA University, Bhubaneswar, Odisha, India.
Email: [email protected]
Search for more papers by this authorSwetalina Sarangi
Department of Electrical Engineering, SOA University, Bhubaneswar, Odisha, India
Search for more papers by this authorBinod Kumar Sahu
Department of Electrical Engineering, SOA University, Bhubaneswar, Odisha, India
Search for more papers by this authorCorresponding Author
Pravat Kumar Rout
Department of Electrical and Electronics Engineering, SOA University, Bhubaneswar, Odisha, India
Correspondence
Pravat Kumar Rout, Department of Electrical and Electronics Engineering, SOA University, Bhubaneswar, Odisha, India.
Email: [email protected]
Search for more papers by this authorSummary
The evolution of small-scaled distributed generators and emerging power electronic devices opens up a new arena of power generation, distribution, and consumption. Operationally, the DC microgrid has attracted significant attention as it offers considerable safety benefits, cost-effectiveness, energy efficiency, and reliability as compared to traditional AC microgrid systems. Looking at the protection aspects, the DC microgrid has some serious issues both for low-voltage and mid-voltage DC system. It needs to be focused on bidirectional power flow, non-zero crossing point, detection and mitigation of grounding faults, high value of fault current, etc., for an adequate solution. In recent times, these issues are considered by various researchers to arrive at a robust and reliable approach toward protecting the DC microgrid. But certain important areas are still out of sight for researchers. In a blend of conventional and modern approaches, there are many hindrances in developing a flexible universal protective scheme. This work focuses on the protection aspects parallel with the challenges and tried to unearth the loopholes which open up a wider area of research to develop a more robust protective architecture. An extensive review has been done systematically and chronologically keeping in mind the DC microgrid architecture, standards, protection hurdles, traditional as well as latest protective measures, and suggested some reliable improvements. In addition, the futuristic possibility to invent a novel comprehensive approach based on the best technology and techniques is presented in a more secure, reliable, and efficient protection system to combat the power system faults, keeping in view the different modes of operation and configuration of the microgrid.
REFERENCES
- 1Salomonsson D, Soder L, Sannino A. Protection of low-voltage DC microgrids. IEEE Transactions on Power Delivery. 2009; 24(3): 1045-1053.
- 2Fletcher SD, Norman PJ, Galloway SJ, Crolla P, Burt GM. Optimizing the roles of unit and non-unit protection methods within DC microgrids. IEEE transactions on Smart Grid. 2012; 3(4): 2079-2087.
- 3Cuzner RM, Venkataramanan G. The status of DC micro-grid protection. Paper presented at: Industry Applications Society Annual Meeting 2008 (IAS'08); October 2008. IEEE. pp. 1-8.
- 4Sarangi S, Sahu BK, Rout PK. Distributed generation hybrid AC/DC microgrid protection: a critical review on issues, strategies, and future directions. International Journal of Energy Research. 2020; 44(5): 3347-3364.
- 5Mirzaee H, Bhattacharya S, Bala S. A high power medium-voltage DC amplifier system. Paper presented at: Energy Conversion Congress and Exposition (ECCE); September 2011. IEEE. pp. 4043-4050.
- 6Schulz NN, Hebner RE, Dale S, et al. The US ESRDC Advances Power System Research for Shipboard Systems. Padova, Italy: CEM Publications; 2008.
- 7Lee KC, Ukil A, Yeap YM. Short-circuit protection for MV & LVDC grid. Paper presented at: 2014 IEEE PES Asia- Pacific Power and Energy Engineering Conference (APPEEC); December 2014. IEEE. pp. 1-6.
- 8Yang J, Fletcher JE, O'Reilly J. Short-circuit and ground fault analyses and location in VSC-based DC network cables. IEEE Transactions on Industrial Electronics. 2012; 59(10): 3827-3837.
- 9De Doncker RW, Meyer C, Lenke RU, Mura F. Power electronics for future utility applications. Paper presented at: 7th International Conference on Power Electronics and Drive Systems (PEDS'07); November 2007. IEEE. pp. K-1.
- 10Majumder R. Aggregation of microgrids with DC system. Electric Power Systems Research. 2014; 108: 134-143.
- 11Larruskain DM, Zamora I, Abarrategui O, Aginako Z. Conversion of AC distribution lines into DC lines to upgrade transmission capacity. Electric Power Systems Research. 2011; 81(7): 1341-1348.
- 12Baran ME, Mahajan NR. DC distribution for industrial systems: opportunities and challenges. IEEE Transactions on Industry Applications. 2003; 39(6): 1596-1601.
- 13 IEEE Recommended Practice for the Design of DC Auxiliary Power Systems for Generating Stations, IEEE Std. 946-2004. IEEE; 2004.
- 14Cairoli P, Rodrigues R, Zheng H. Fault current limiting power converters for protection of DC microgrids. Paper presented at: SoutheastCon; March 2017. IEEE. pp. 1-7.
- 15Planas E, Gil-de-Muro A, Andreu J, Kortabarria I, de Alegría IM. General aspects, hierarchical controls and droop methods in microgrids: a review. Renewable and Sustainable Energy Reviews. 2013; 17: 147-159.
- 16Deng Q. Fault Protection in DC Microgrids Based on Autonomous Operation of all Components. South Carolina: University of South Carolina Scholar Commons; 2017.
- 17de Oliveira TR, Bolzon AS, Donoso-Garcia PF. Grounding and safety considerations for residential DC microgrids. Paper presented at: IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society; October 2014. IEEE. pp. 5526-5532.
- 18Amamra SA, Ahmed H, El-Sehiemy RA. Firefly algorithm optimized robust protection scheme for DC microgrid. Electric Power Components and Systems. 2017; 45(10): 1141-1151.
- 19Jin Z, Savaghebi M, Vasquez JC, Meng L, Guerrero JM. Maritime DC microgrids—a combination of microgrid technologies and maritime onboard power system for future ships. Paper presented at: 2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia); May 2016. IEEE. pp. 179-184.
- 20Chandra A, Singh GK, Pant V. Protection techniques for DC microgrid—a review. Electric Power Systems Research. 2020; 187:106439.
- 21Kamel RM, Chaouachi A, Nagasaka K. Comparison the performances of three earthing systems for micro-grid protection during the grid-connected mode. Smart Grid and Renewable Energy. 2011; 2(03): 206.
10.4236/sgre.2011.23024 Google Scholar
- 22Mirsaeidi S, Said DM, Mustafa MW, Habibuddin MH, Ghaffari K. Progress and problems in micro-grid protection schemes. Renewable and Sustainable Energy Reviews. 2014; 37: 834-839.
- 23Girgis A, Brahma S. Effect of distributed generation on protective device coordination in distribution system. Paper presented at: 2001 Large Engineering Systems Conference on Power Engineering (LESCOPE'01); 2001. IEEE. pp. 115-119.
- 24Li W, Monti A, Ponci F. Fault detection and classification in medium voltage DC shipboard power systems with wavelets and artificial neural networks. IEEE Trans. Instrumentation and Measurement. 2014; 63(11): 2651-2665.
- 25Elsayed AT, Mohamed AA, Mohammed OA. DC microgrids and distribution systems: an overview. Electric Power Systems Research. 2015; 119: 407-417.
- 26Gopalan SA, Sreeram V, Iu HH. A review of coordination strategies and protection schemes for microgrids. Renewable and Sustainable Energy Reviews. 2014; 32: 222-228.
- 27Raitakoski S, ABB, ed. Gas insulated MV circuit-breakers. Medium Voltage Products. Zurich, Switzerland: ABB Review is published by ABB Group R&D and Technology; 2013. www.abb.com.
- 28Baran ME, Mahajan NR. Overcurrent protection on voltage source converter-based multiterminal DC distribution systems. IEEE Transactions on Power Delivery. 2007; 22(1): 406-412.
- 29Callavik M, Blomberg A, Häfner J, Jacobson B. The hybrid HVDC breaker. ABB Grid Systems Technical Paper 361. Zurich, Switzerland: ABB Grid Systems; 2012: 143-152.
- 30Flourentzou N, Agelidis VG, Demetriades GD. VSC-based HVDC power transmission systems: an overview. IEEE Transactions on power electronics. 2009; 24(3): 592-602.
- 31Park JD, Candelaria J. Fault detection and isolation in low-voltage DC-bus microgrid system. IEEE Transactions on Power Delivery. 2013; 28(2): 779-787.
- 32Cairoli P, Dougal RA. New horizons in DC shipboard power systems: new fault protection strategies are essential to the adoption of DC power systems. IEEE Electrification Magazine. 2013; 1(2): 38-45.
10.1109/MELE.2013.2291431 Google Scholar
- 33Swathika OG, Hemamalini S. Prims aided Dijkstra Algorithm for adaptive protection in microgrids. IEEE Journal of Emerging and Selected Topics in Power Electronics. 2016; 4(4): 1279-1286.
- 34Beheshtaein S, Savaghebi M, Vasquez JC, Guerrero JM. Protection of AC and DC microgrids: challenges, solutions and future trends. Paper presented at: IECON 2015—41st Annual Conference of the IEEE Industrial Electronics Society; November 2015. IEEE. pp. 005253-005260.
- 35Park JD. Ground fault detection and location for ungrounded DC traction power systems. IEEE Transactions on Vehicular Technology. 2015; 64(12): 5667-5676.
- 36Dragičević T, Lu X, Vasquez JC, Guerrero JM. DC microgrids—part II: a review of power architectures, applications, and standardization issues. IEEE Transactions on Power Electronics. 2016; 31(5): 3528-3549.
- 37Paul D. DC traction power system grounding. IEEE Transactions on Industry Applications. 2002; 38(3): 818-824.
- 38Jacobson B, Walker J. Grounding considerations for DC and mixed DC and AC power systems. Naval Engineers Journal. 2007; 119(2): 49-62.
- 39Malekpour AR, Niknam T, Pahwa A, Fard AK. Multi-objective stochastic distribution feeder reconfiguration in systems with wind power generators and fuel cells using the point estimate method. IEEE Trans. Power Syst. 2013; 28(2): 1483-1492.
- 40Kou W, Wei D. Fault ride through strategy of inverter-interfaced microgrids embedded in distributed network considering fault current management. Sustainable Energy, Grids and Networks. 2018; 15: 43-52.
- 41Corzine K. DC micro grid protection with the z-source breaker. Paper presented at: IECON 2013-39th Annual Conference of the IEEE Industrial Electronics Society; November 2013. IEEE. pp. 2197-2204.
- 42Augustine S, Brahma SM, Reno MJ. Fault current control for DC microgrid protection using an adaptive droop. Paper presented at: 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE); June 2019. IEEE. pp. 2591-2596.
- 43Al-Sakkaf S, Kassas M, Khalid M. Energy management for standalone DC microgrid using artificial bee colony. Paper presented at: 2019 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia); May 2019. IEEE. pp. 2820-2825.
- 44Ndukwe C, Iqbal T. Sizing and dynamic modelling and simulation of a standalone PV based DC microgrid with battery storage system for a remote community in Nigeria. Journal of Energy Systems. 2019; 3(2): 67-85.
10.30521/jes.544710 Google Scholar
- 45Adly M, Strunz K. Irradiance-adaptive PV module integrated converter for high efficiency and power quality in standalone and DC microgrid applications. IEEE Transactions on Industrial Electronics. 2017; 65(1): 436-446.
- 46Li J, Liu F, Wang Z, Low SH, Mei S. Optimal power flow in stand-alone DC microgrids. IEEE Transactions on Power Systems. 2018; 33(5): 5496-5506.
- 47Malik SM, Ai X, Sun Y, Zhengqi C, Shupeng Z. Voltage and frequency control strategies of hybrid AC/DC microgrid: a review. IET Generation, Transmission & Distribution. 2017; 11(2): 303-313.
- 48Malik SM, Sun Y, Huang W, Ai X, Shuai Z. A generalized droop strategy for interlinking converter in a standalone hybrid microgrid. Applied energy. 2018; 226: 1056-1063.
- 49Hafner J. Proactive hybrid HVDC breakers—a key innovation for reliable HVDC grids. Paper presented at: Proceedings of the CIGRE Bologna Symposium; 2011. pp. 1-8.
- 50Chang CS, Xu Z, Khambadkone A. Enhancement and laboratory implementation of neural network detection of short circuit faults in DC transit system. IEE Proceedings-Electric Power Applications. 2003; 150(3): 344-350.
10.1049/ip-epa:20030308 Google Scholar
- 51Hossain-Mckenzie SS, Piesciorovsky EC, Reno MJ, Hambrick JC. Microgrid Fault Location: Challenges and Solutions. California: Sandia Report; 2018. https://doi.org/10.13140/RG.2.2.34247.39842.
- 52Christopher, E., Sumner, M., Thomas, D. W., Wang, X., & de Wildt, F. (2013). Fault location in a zonal DC marine power system using active impedance estimation. IEEE Transactions on Industry Applications, 49(2), 860-865.
- 53Jia K, Zhao Q, Feng T, Bi T. Distance protection scheme for DC distribution systems based on the high-frequency characteristics of faults. IEEE Transactions on Power Delivery. 2019; 35(1): 234-243.
- 54Zhang L, Tai N, Huang W, Wang Y. Fault distance estimation-based protection scheme for DC microgrids. The Journal of Engineering. 2019; 2019(16): 1199-1203.
- 55Aly MMM, El-Sayed MA. Enhanced fault location algorithm for smart grid containing wind farm using wireless communication facilities. IET Generation, Transmission & Distribution. 2016; 10(9): 2231-2239.
- 56Dhar S, Patnaik RK, Dash PK. Fault detection and location of photovoltaic based DC microgrid using differential protection strategy. IEEE Transactions on Smart Grid. 2018; 9(5): 4303-4312.
- 57Descloux J, Raison B, Curis JB. Protection strategy for undersea MTDC grids. Paper presented at: 2013 IEEE Power Tech (POWERTECH); June 2013; Grenoble. IEEE. pp. 1-6.
- 58Hajian M, Zhang L, Jovcic D. DC transmission grid with low-speed protection using mechanical DC circuit breakers. IEEE Transactions on Power Delivery. 2015; 30(3): 1383-1391.
- 59Fletcher SD, Norman PJ, Fong K, Galloway SJ, Burt GM. High-speed differential protection for smart DC distribution systems. IEEE transactions on smart grid. 2014; 5(5): 2610-2617.
- 60Augustine S, Quiroz JE, Reno MJ, Brahma S. DC Microgrid Protection: Review and Challenges. California: Sandia Report; 2018.
10.2172/1465634 Google Scholar
- 61Madingou G, Zarghami M, Vaziri M. Fault detection and isolation in a DC microgrid using a central processing unit. Paper presented at: 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT); February 2015. IEEE. pp. 1-5.
- 62Monadi M, Koch-Ciobotaru C, Luna A, Candela JI, Rodriguez P. A protection strategy for fault detection and location for multi-terminal MVDC distribution systems with renewable energy systems. Paper presented at: 2014 International Conference on Renewable Energy Research and Application (ICRERA); October 2014. IEEE. pp. 496-501.
- 63Alluhaidan M, Almutairy I. Modeling and protection for low-voltage DC microgrids riding through short circuiting. Procedia Computer Science. 2017; 114: 457-464.
10.1016/j.procs.2017.09.024 Google Scholar
- 64Li C, Rakhra P, Norman P, Burt G, Clarkson P. Multi-sample differential protection scheme in DC microgrids. IEEE Journal of Emerging and Selected Topics in Power Electronics. 2020.
- 65Naik J, Dhar S, Dash PK. Adaptive differential relay coordination for PV DC microgrid using a new kernel based time-frequency transform. International Journal of Electrical Power & Energy Systems. 2019; 106: 56-67.
- 66Saleh KA, Hooshyar A, El-Saadany EF. Hybrid passive-overcurrent relay for detection of faults in low-voltage DC grids. IEEE Transactions on Smart Grid. 2017; 8(3): 1129-1138.
- 67Emhemed AA, Burt GM. An advanced protection scheme for enabling an LVDC last mile distribution network. IEEE Transactions on Smart Grid. 2014; 5(5): 2602-2609.
- 68Fletcher S, Norman P, Galloway S, Burt G. Fault detection and location in DC systems from initial di/dt measurement. Paper presented at: Euro Tech Con Conference; 2012.
- 69Cinieri E, Fumi A, Salvatori V, Spalvieri C. A new high-speed digital relay protection of the 3-kv DC electric railway lines. IEEE Transactions on Power Delivery. 2007; 22(4): 2262-2270.
- 70Vanteddu SRB, Mohamed A, Mohammed O. Protection design and coordination of DC distributed power systems architectures. Paper presented at: 2013 IEEE Power and Energy Society General Meeting (PES); July 2013. IEEE. pp. 1-5
- 71Wang D, Emhemed A, Norman P, Burt G. Evaluation of existing DC protection solutions on an active LVDC distribution network under different fault conditions. CIRED-Open Access Proceedings Journal. 2017; 2017(1): 1112-1116.
10.1049/oap-cired.2017.0673 Google Scholar
- 72Cairoli P, Kondratiev I, Dougal RA. Coordinated control of the bus tie switches and power supply converters for fault protection in DC microgrids. IEEE Trans. Power Electron. 2013; 28(4): 2037-2047.
- 73Mirsaeidi S, Dong X, Shi S, Tzelepis D. Challenges, advances and future directions in protection of hybrid AC/DC microgrids. IET Renewable Power Generation. 2017; 11(12): 1495-1502.
- 74Shabani A, Mazlumi K. Evaluation of a communication-assisted overcurrent protection scheme for photovoltaic-based DC microgrid. IEEE Transactions on Smart Grid. 2019; 11(1): 429-439.
- 75 Environmental Engineering. Power Supply Interface at the Input to Telecommunications and Datacom (ICT) Equipment, ETSI EN 300 132-3-1 V2.1.1 (2011-10) Part 3: Operated by Rectified Current Source, Alternating Current Source or Direct Current Source up to 400. Vol 1. France: ETSI Technical Committee Environmental Engineering; 2011: 1-12.
- 76Chanda NK, Fu Y. ANN-based fault classification and location in MVDC shipboard power systems. Paper presented at: North American Power Symposium (NAPS); August 2011. IEEE. pp. 1-7.
- 77Yang Q, Li J, Le Blond S, Wang C. Artificial neural network based fault detection and fault location in the dc microgrid. Energy Procedia. 2016; 103: 129-134.
10.1016/j.egypro.2016.11.261 Google Scholar
- 78Joorabian M, Asl ST, Aggarwal RK. Accurate fault locator for EHV transmission lines based on radial basis function neural networks. Electric Power Systems Research. 2004; 71(3): 195-202.
- 79De Kerf K, Srivastava K, Reza M, et al. Wavelet-based protection strategy for DC faults in multi-terminal VSC HVDC systems. IET Generation, Transmission & Distribution. 2011; 5(4): 496-503.
- 80Chang CS, Kumar S, Liu B, Khambadkone A. Real-time detection using wavelet transform and neural network of short-circuit faults within a train in DC transit systems. IEE Proceedings-Electric Power Applications. 2001; 148(3): 251-256.
10.1049/ip-epa:20010350 Google Scholar
- 81Park JD, Candelaria J, Ma L, Dunn K. DC ring-bus microgrid fault protection and identification of fault location. IEEE transactions on Power delivery. 2013; 28(4): 2574-2584.
- 82Lin H, Sun K, Tan Z-H, Liu C, Guerrero J, Vasquez J. Adaptive protection combined with machine learning for microgrids. IET Generation, Transmission & Distribution. 2019; 13(6): 770-779.
- 83Almutairy I, Alluhaidan M. Fault diagnosis based approach to protecting DC microgrid using machine learning technique. Procedia Computer Science. 2017; 114: 449-456.
10.1016/j.procs.2017.09.019 Google Scholar
- 84Jayamaha DKJS, Lidula NWA, Rajapakse AD. Wavelet based artificial neural networks for detection and classification of DC microgrid faults. Paper presented at: 2019 IEEE Power & Energy Society General Meeting (PESGM); August 2019. IEEE. pp. 1-5.
- 85Venkataramanan G, Marnay C. A larger role for microgrids. IEEE Power and Energy Magazine. 2008; 6(3): 78-82.
- 86Sood VK, Fischer D, Eklund JM, Brown T. Developing a communication infrastructure for the smart grid. Paper presented at: Electrical Power & Energy Conference (EPEC); October 2009. pp. 1-7.
- 87Saleh M. Communication based control for DC microgrids. IEEE Transactions on Smart Grid. 2018; 10(2): 2180-2195.
- 88Meghwani A, Srivastava SC, Chakrabarti S. A non-unit protection scheme for DC microgrid based on local measurements. IEEE Transactions on Power Delivery. 2017; 32(1): 172-181.
- 89Monadi M, Zamani MA, Candela JI, Luna A, Rodriguez P. Protection of AC and DC distribution systems embedding distributed energy resources: a comparative review and analysis. Renewable and Sustainable Energy Reviews. 2015; 51: 1578-1593.
- 90Shamsoddini M, Vahidi B, Razani R, Mohamed YARI. A novel protection scheme for low voltage DC microgrid using inductance estimation. International Journal of Electrical Power & Energy Systems. 2020; 120:105992.
- 91Rao GK, Jena P. Unit protection of DC microgrid based on the Teager energy. Paper presented at: 2020 IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020); January 2020. IEEE. pp. 1-6.
- 92Farhadi M, Mohammed OA. Event-based protection scheme for a multiterminal hybrid DC power system. IEEE Transactions on Smart Grid. 2015; 6(4): 1658-1669.
- 93Farhadi M, Mohammed OA. A new protection scheme for multi-bus DC power systems using an event classification approach. IEEE Transactions on Industry Applications. 2016; 52(4): 2834-2842.
- 94Yuan C, Haj-ahmed MA, Illindala MS. Protection strategies for mediumvoltage direct-current microgrid at a remote area mine site. IEEE Transactions on Industry Applications. 2015; 51(4): 2846-2853.
- 95Zhang L, Tai N, Huang W, Liu J, Wang Y. A review on protection of DC microgrids. Journal of Modern Power Systems and Clean Energy. 2018; 6(6): 1113-1127.
- 96Tang L, Ooi BT. Locating and isolating DC faults in multi-terminal DC systems. IEEE Transactions on Power Delivery. 2007; 22(3): 1877-1884.
- 97Javed W, Chen D. Low voltage DC microgrid protection system—a review. Paper presented at: 2018 53rd International Universities Power Engineering Conference (UPEC); September 2018. IEEE. pp. 1-6.
- 98Beheshtaein S, Cuzner RM, Forouzesh M, Savaghebi M, Guerrero JM. DC microgrid protection: a comprehensive review. IEEE Journal of Emerging and Selected Topics in Power Electronics. 2019.
- 99Vuyyuru U, Maiti S, Chakraborty C, Chattopadhyay SK. A switched capacitor series voltage controller with fault current limiting capability for DC microgrid application. Paper presented at: 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE); June 2019. IEEE. pp. 1041-1046.
- 100Tulasi PN, Aithepalli DL. Droop control of bi-directional DC-DC converter for improved voltage regulation and load sharing in dc microgrid. Int J Intell Eng Syst. 2019; 12(3): 228-243.
- 101Kim S, Dujic D, Kim S. Protection coordination in DC shipboard power systems: challenges, current status and new technologies. Paper presented at: 25th International Conference on Electricity Distribution-CIRED (No. CONF); 2019.
- 102Lin H, Guerrero JM, Jia C, Tan ZH, Vasquez JC, Liu C. Adaptive overcurrent protection for microgrids in extensive distribution systems. Paper presented at: IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society; October 2016. IEEE. pp. 4042-4047.
- 103Kumar D, Zare F, Ghosh A. DC microgrid technology: system architectures, AC grid interfaces, grounding schemes, power quality, communication networks, applications, and standardizations aspects. IEEE Access. 2017; 5: 12230-12256.
- 104Rockefeller GD, Wagner CL, Linders JR, Hicks KL, Rizy DT. Adaptive transmission relaying concepts for improved performance. IEEE Transactions on Power Delivery. 1988; 3(4): 1446-1458.
- 105Mohanty R, Pradhan AK. DC ring bus microgrid protection using the oscillation frequency and transient power. IEEE Systems Journal. 2018; 99: 1-10.
- 106Bayati N, Hajizadeh A, Soltani M. Localized fault protection in the DC microgrids with ring configuration. Paper presented at: 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE); June 2019. IEEE. pp. 136-140.
- 107Bhargav R, Bhalja BR, Gupta CP. Algorithm for fault detection and localisation in a mesh-type bipolar DC microgrid network. IET Generation, Transmission & Distribution. 2019; 13(15): 3311-3322.
- 108Filippetti F, Franceschini G, Tassoni C, Vas P. Recent developments of induction motor drives fault diagnosis using AI techniques. IEEE Transactions on Industrial Electronics. 2000; 47(5): 994-1004.
- 109Li W, Luo M, Monti A, Ponci F. Wavelet based method for fault detection in medium voltage DC shipboard power systems. Paper presented at: 2012 IEEE International Instrumentation and Measurement Technology Conference (I2MTC); May 2012. IEEE. pp. 2155-2160.
- 110Bayati N, Hajizadeh A, Soltani M. Protection in DC microgrids: a comparative review. IET Smart Grid. 2018; 1: 136-140. https://doi.org/10.1049/iet-stg.2018.0035.
10.1049/iet-stg.2018.0035 Google Scholar
- 111Feng X, Xiong Q, Wardell D, Gattozzi A, Strank S, Hebner R. Converter-based DC distribution system protection. Paper presented at: 2018 IEEE Industry Applications Society Annual Meeting (IAS); September 2018. IEEE. pp. 1-8.
- 112Strobl C, Köpf H, Mehl R, Ott L, Kaiser J, Gosses K, … Rabenstein R. Safety concepts and circuit protection for LVDC-grids in datacenters and in telecommunications. Paper presented at: 2018 IEEE International Telecommunications Energy Conference (INTELEC); October 2018. IEEE. pp. 1-6
- 113Cheng J, Guan M, Tang L, Huang H. A fault location criterion for MTDC transmission lines using transient current characteristics. International Journal of Electrical Power & Energy Systems. 2014; 61: 647-655.
- 114Lv C, Zheng X, Tai N, Chen S. Single-ended protection scheme for VSC based DC microgrid lines. Energies. 2018; 11(6): 1440.
- 115Azizi S, Afsharnia S, Sanaye-Pasand M. Fault location on multi-terminal DC systems using synchronized current measurements. International Journal of Electrical Power & Energy Systems. 2014; 63: 779-786.
- 116Li X, Guo S, Zhou Y, Li Y, Fan S. Research on fault diagnosis and protect model for DC traction power supply system based on traveling wave theory. Paper presented at: 2006 IEEE Conference on Robotics, Automation and Mechatronics; December 2006. IEEE. pp. 1-5.
- 117Liu X, Osman A, Malik O. Hybrid traveling wave/boundary protection for bipolar HVDC line. Paper presented at: Proceedings of IEEE Power & Energy Society General Meeting; July 26-30, 2009.
- 118Davydova N, Hug G. Traveling wave based protection for medium voltage grids with distributed generation. Paper presented at: 2017 IEEE Manchester Power Tech; June 2017. IEEE. pp. 1-6.
- 119Saleh KA, Hooshyar A, El-Saadany EF. Ultra-high-speed travelling-wave-based protection scheme for medium-voltage DC microgrids. IEEE Transactions on Smart Grid. 2017; 10(2): 1440-1451.
- 120Brice CW, Dougal RA, Hudgins JL. Review of technologies for current-limiting low-voltage circuit breakers. IEEE Transactions on Industry Applications. 1996; 32(5): 1005-1010.
- 121Krstic S, Wellner EL, Bendre AR, Semenov B. Circuit breaker technologies for advanced ship power systems. Paper presented at: 2007 IEEE Electric Ship Technologies Symposium (ESTS'07); May 2007. IEEE. pp. 201-208.
- 122Commerton J, Zahzah M, Khersonsky Y. Solid state transfer switches and current interruptors for mission-critical shipboard power systems. Paper presented at: 2005 IEEE Electric Ship Technologies Symposium; July 2005. IEEE. pp. 298-305.
- 123Mohan N, Undeland TM, Robbins WP. Power Electronics: Converters, Applications, and Design. NJ: John Wiley & Sons; 2007.
- 124Schmerda RF, Krstic S, Wellner EL, Bendre AR. IGCTs vs. IGBTs for circuit breakers in advanced ship electrical systems. Paper presented at: 2009 IEEE Electric Ship Technologies Symposium; April 2009. IEEE. pp. 400-405.
- 125Zhang Y, Liang YC. Over-current protection scheme for SiC power MOSFET DC circuit breaker. Paper presented at: 2014 IEEE Energy Conversion Congress and Exposition (ECCE); September 2014. IEEE. pp. 1967-1971.
- 126Iwamoto H, Satoh K, Yamamoto M, Kawakami A. High-power semiconductor device: a symmetric gate commutated turn-off thyristor. IEE Proceedings-Electric Power Applications. 2001; 148(4): 363-368.
10.1049/ip-epa:20010435 Google Scholar
- 127ABB. Section on hiPak IGBT & diode modules. http://www.abb.com/semiconductors
- 128Xu Z, Zhang B, Sirisukprasert S, Zhou X, Huang AQ. The emitter turn-off thyristor-based DC circuit breaker. Paper presented at: 2002 IEEE Power Engineering Society Winter Meeting; 2002. Vol. 1. IEEE. pp. 288-293.
- 129Peng C, Song X, Rezaei MA, Huang X, Widener C, Huang AQ, Steurer M. Development of medium voltage solid-state fault isolation devices for ultra-fast protection of distribution systems. Paper presented at: IECON 2014—40th Annual Conference of the IEEE Industrial Electronics Society; October 2014. IEEE. pp. 5169-5176.
- 130Meyer C, Schroder S, De Doncker RW. Solid-state circuit breakers and current limiters for medium-voltage systems having distributed power systems. IEEE transactions on power electronics. 2004; 19(5): 1333-1340.
- 131Munasib S, Balda JC. Short-circuit protection for low-voltage DC microgrids based on solid-state circuit breakers. Paper presented at: 2016 IEEE 7th International Symposium on Power Electronics for Distributed Generation Systems (PEDG); June 2016. IEEE. pp. 1-7.
- 132Meyer JM, Rufer A. A DC hybrid circuit breaker with ultra-fast contact opening and integrated gate-commutated thyristors (IGCTs). IEEE Transactions on Power Delivery. 2006; 21(2): 646-651.
- 133Satpathi K, Ukil A, Pou J. Short-circuit fault management in DC electric ship propulsion system: protection requirements, review of existing technologies and future research trends. IEEE Transactions on Transportation Electrification. 2018; 4(1): 272-291.
- 134Soto D, Sloderbeck M, Ravindra H, Steurer M. Advances to megawatt scale demonstrations of high speed fault clearing and power restoration in breakerless MVDC shipboard power systems. Paper presented at: 2017 IEEE Electric Ship Technologies Symposium (ESTS); August 2017. IEEE. pp. 312-315.
- 135Shi Y, Li H. Isolated modular multilevel DC–DC converter with DC fault current control capability based on current-fed dual active bridge for MVDC application. IEEE Transactions on Power Electronics. 2018; 33(3): 2145-2161.
- 136Babaei M, Shi J, Abdelwahed S. A survey on fault detection, isolation, and reconfiguration methods in electric ship power systems. IEEE Access. 2018; 6: 9430-9441.
- 137Kim S, Kim SN, Dujic D. Impact of synchronous generator de-excitation dynamics on the protection in marine dc power distribution networks. IEEE Transactions on Transportation Electrification. 2020.
- 138Baran M, Mahajan NR. PEBB based DC system protection: opportunities and challenges. Paper presented at: 2005/2006 IEEE/PES Transmission and Distribution Conference and Exhibition; 2005.
- 139Candelaria J, Park JD. VSC-HVDC system protection: a review of current methods. Paper presented at: 2011 IEEE/PES Power Systems Conference and Exposition (PSCE); March 2011. IEEE. pp. 1-7.
- 140Siu A. Discrimination of miniature circuit breakers in a telecommunication dc power system. Paper presented at: 19th International Telecommunications Energy Conference (INTELEC 97); October 1997. IEEE. pp. 448-453.
- 141Genji T, Nakamura O, Isozaki M, Yamada M, Morita T, Kaneda M. 400 V class high-speed current limiting circuit breaker for electric power system. IEEE Transactions on Power Delivery. 1994; 9(3): 1428-1435.
- 142Sano K, Takasaki M. A surgeless solid-state DC circuit breaker for voltage-source-converter-based HVDC systems. IEEE Transactions on Industry Applications. 2014; 50(4): 2690-2699.
- 143Oishi M, Suzuki A, Hagiwara M, Akagi H. A hybrid DC circuit breaker combining a multilevel converter and mechanical contactors: verification of the principles of operation by experiment and simulation. Electrical Engineering in Japan. 2017; 200(3): 13-22.
- 144Chang AH, Sennett BR, Avestruz AT, Leeb SB, Kirtley JL. Analysis and design of DC system protection using z-source circuit breaker. IEEE Transactions on Power Electronics. 2016; 31(2): 1036-1049.
- 145Zhou Z, Jiang J, Ye S, Yang D, Jiang J. Novel bidirectional OZ-source circuit breaker for DC microgrid protection. IEEE Transactions on Power Electronics. 2020; 36(2): 1602-1613.
- 146Wang L, Feng B, Wang Y, Wu T, Lin H. Bidirectional short-circuit current blocker for DC microgrid based on solid-state circuit breaker. Electronics. 2020; 9(2): 306.
- 147Yaqobi MA, Matayoshi H, Danish MSS, Lotfy ME, Howlader AM, Tomonobu S. Low-voltage solid-state DC breaker for fault protection applications in isolated DC microgrid cluster. Applied Sciences. 2019; 9(4): 723.
10.3390/app9040723 Google Scholar
- 148Zhou Z, Jiang J, Ye S, Liu C, Zhang D. A Γ-source circuit breaker for DC microgrid protection. IEEE Transactions on Industrial Electronics. 2020.
- 149Wan M, Dong R, Yang J, Xu Z, Zhang B, He K, Li W. Fault mechanism and protection strategy for DC micro-grid. Paper presented at: 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE); June 2019. IEEE. pp. 2597-2602.
- 150Brozek JP. DC overcurrent protection-where we stand. IEEE Transactions on Industry Applications. 1993; 29(5): 1029-1032.
- 151Sadiq N, Noor T. Selecting fuses: simple procedures to get the right overcurrent protection for DC–DC converters. Power Electronics Technology. 2010: 10-15.
- 152Qader MR, Al-Asooly H, Qamber IS. Influence of system parameters on fuse protection use in regenerative DC drives. Energies. 2009; 2(2): 411-426.
- 153Soon JL, Lu DDC. Design of fuse–MOSFET pair for fault-tolerant DC/DC converters. IEEE Transactions on Power Electronics. 2016; 31(9): 6069-6074.
- 154 IEEE Guide for the Protection of Stationary Battery Systems. IEEE Std.1375-1998. IEEE; 1998.
- 155Ravyts S, Van den Broeck G, Hallemans L, Dalla Vecchia M, Driesen J. Fuse based short-circuit protection of converter controlled low voltage DC grids. IEEE Transactions on Power Electronics. 2020.