Abstract
With increasing use of Information and Communication Technologies (ICT) in smart grids, the need to study the faults induced by software and communication systems is important towards realizing stable operation of microgrids. Since the effect of faults in the electrical, communication and software systems is different, the impact of these faults in each other system, the knowledge of their effects and causes is necessary to design appropriate recovery actions. In this paper, we study the faults and their impact on the microgrids. We emphasize on the necessity of software and communication fault handling in order to create resilient microgrids. This paper highlights the effects of software and communication faults on electrical system and vice-versa. A detailed study of the commonly occurring faults in a microgrid and their cascading effects is presented. Towards this a cause-and-effect analysis of the commonly occurring faults on the performance of the microgrid is carried out. Finally, we identify potential research areas where the fault handling approaches can be included and improved to make the microgrid more resilient.
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References
Guardian, T.: Millions across South America hit by massive power cut (2019). https://www.theguardian.com/world/2019/jun/16/millions-across-south-america-hit-by-massive-power-cut-argentina-uruguay-paraguay-brazil
IEEE Power and Energy Society. IEEE Standard for the Specification of Microgrid Controllers, IEEE STD 2030.7-2017. IEEE (2017)
Dinkel, M., Stesny, S., Baumgarten, U.: Interactive self-healing for black-box components in distributed embedded environments. In: 2007 ITG-GI Conference on Communication in Distributed Systems (KiVS), pp. 1–12 (2007)
Friedman, A.: Diagnosis of short-circuit faults in combinational circuits. IEEE Trans. Comput. 100, 746–752 (1974)
Zubrow, D., Baldwin, M.: IEEE Guide to Classification for Software Anomalies. IEEE STD 1044.1-1995, p. i (1996)
Parandehgheibi, M., Turitsyn, K., Modiano, E.: Modeling the impact of communication loss on the power grid under emergency control. In: 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 356–361 (2015)
Ferc, N.: Arizona-southern California outages on 8 September 2011: causes and recommendations. FERC and NERC (2012)
Avizienis, A., Laprie, J., Randell, B.: Fundamental concepts of dependability. University of Newcastle upon Tyne, Computing Science (2001)
Lasseter, R.: Microgrids. In: 2002 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No. 02CH37309), vol. 1, pp. 305–308 (2002)
Wang, Y., Zhang, Z., Fu, Y., Hei, Y., Zhang, X.: Pole-to-ground fault analysis in transmission line of DC grids based on VSC. In: 2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia), pp. 2028–2032 (2016)
Laaksonen, H., Kauhaniemi, K.: Fault type and location detection in islanded microgrid with different control methods based converters. In: 19th International Conference on Electricity Distribution (CIRED), Vienna, Austria (2007)
Nikkhajoei, H., Lasseter, R.: Microgrid fault protection based on symmetrical and differential current components. In: Power System Engineering Research Center, pp. 71–74 (2006)
Zhou, Y., Xu, G., Chen, Y.: Fault location in power electrical traction line system. Energies 5, 5002–5018 (2012)
Hong, Y., Wei, Y., Chang, Y., Lee, Y., Liu, P.: Fault detection and location by static switches in microgrids using wavelet transform and adaptive network-based fuzzy inference system. Energies 7, 2658–2675 (2014)
Sadeghkhani, I., Golshan, M., Guerrero, J., Mehrizi-Sani, A.: A current limiting strategy to improve fault ride-through of inverter interfaced autonomous microgrids. IEEE Trans. Smart Grid 8, 2138–2148 (2017)
Krings, A., Ma, Z.: Fault-models in wireless communication: towards survivable ad hoc networks. In: MILCOM 2006–2006 IEEE Military Communications Conference, pp. 1–7 (2006)
Thambidurai, P., Park, Y.: Interactive consistency with multiple failure modes. In: Proceedings [1988] Seventh Symposium on Reliable Distributed Systems, pp. 93–100 (1988)
Eder-Neuhauser, P., Zseby, T., Fabini, J., Vormayr, G.: Cyber attack models for smart grid environments. Sustain. Energy Grids Netw. 12, 10–29 (2017)
Chen, B., Mashayekh, S., Butler-Purry, K., Kundur, D.: Impact of cyber attacks on transient stability of smart grids with voltage support devices. In: 2013 IEEE Power and Energy Society General Meeting, pp. 1–5 (2013)
Li, S., Yılmaz, Y., Wang, X.: Quickest detection of false data injection attack in wide-area smart grids. IEEE Trans. Smart Grid 6, 2725–2735 (2014)
Sommerville, I.: Software Engineering. Addison-Wesley, New York (2010)
Electrical Safety. Arc Fault Detection Devices reduce the risk of electrical fire (2019). https://www.se.com/in/en/home/renovation/home-protection.jsp
Electrical Safety. Surge protection devices: your best defence (2019). https://www.se.com/in/en/home/renovation/electronic-equipment-protection.jsp
Electrical Safety. Protect your family with Residual Current Devices (2019). https://www.se.com/in/en/home/renovation/people-protection.jsp
Electrical Safety. Circuit Breakers and Switches (2019). https://www.se.com/ww/en/product-category/4200-circuit-breakers-and-switches/
Generator System. Working Principle of Automatic Voltage Regulator (2019). https://medium.com/@dieselgenerator/working-principle-of-automatic-voltage-regulator-1ff1275f5495
Khandare, P., Deokar, S., Dixit, A.: Advanced technique in micro grid protection for various fault by using numerical relay. In: 2017 2nd International Conference for Convergence in Technology (I2CT), pp. 803–807 (2017)
Pilaquinga, D., Pozo, M.: Novel protection schema for a radial microgrid system. In: 2017 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America), pp. 1–6 (2017)
Thattai, K., Sahoo, A., Ravishankar, J.: On-line and off-line fault detection techniques for inverter based islanded microgrid. In: 2018 IEEE 12th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG 2018), pp. 1–6 (2018)
Clark, D.: The design philosophy of the DARPA Internet protocols. In: Symposium Proceedings on Communications Architectures and Protocols, pp. 106–114 (1988)
Gupta, A., Rothermel, K.: Fault handling for multi-party real-time communication. In: ICSI (1995)
Danzi, P., Angjelichinoski, M., Stefanović, Č, Dragičević, T., Popovski, P.: Software-defined microgrid control for resilience against denial-of-service attacks. IEEE Trans. Smart Grid 10, 5258–5268 (2018)
Medeiros, R., Cirne, W., Brasileiro, F., Sauvé, J.: Faults in grids: why are they so bad and what can be done about it? In: Proceedings. First Latin American Web Congress, pp. 18–24 (2003)
Kephart, J., Chess, D.: The vision of autonomic computing. Computer 36, 41–50 (2003)
Laster, S., Olatunji, A.: Autonomic computing: towards a self-healing system. In: Proceedings of the Spring, pp. 62–78 (2007)
Nelson, V.: Fault-tolerant computing: fundamental concepts. Computer 23, 19–25 (1990)
Ericson, C., et al.: Hazard Analysis Techniques for System Safety. Wiley, Hoboken (2015)
Koren, I., Krishna, C.: Fault-Tolerant Systems. Morgan Kaufmann, Burlington (2010)
Lyu, M., et al.: Handbook of Software Reliability Engineering. IEEE Computer Society Press, California (1996)
Avižienis, A., Laprie, J.-C., Randell, B.: Dependability and its threats: a taxonomy. In: Jacquart, R. (ed.) Building the Information Society. IIFIP, vol. 156, pp. 91–120. Springer, Boston, MA (2004). https://doi.org/10.1007/978-1-4020-8157-6_13
Hwang, I., Kim, S., Kim, Y., Seah, C.: A survey of fault detection, isolation, and reconfiguration methods. IEEE Trans. Control Syst. Technol. 18, 636–653 (2010)
Alwash, S., Ramachandaramurthy, V.: Novel fault-location method for overhead electrical distribution systems. IEEJ Trans. Electr. Electron. Eng. 8, S13–S19 (2013)
Kezunovic, M.: Smart fault location for smart grids. IEEE Trans. Smart Grid 2, 11–22 (2011)
Paradkar, A.: Case studies on fault detection effectiveness of model based test generation techniques. ACM SIGSOFT Softw. Eng. Notes 30, 1–7 (2005)
Hall, T., Beecham, S., Bowes, D., Gray, D., Counsell, S.: A systematic literature review on fault prediction performance in software engineering. IEEE Trans. Software Eng. 38, 1276–1304 (2012)
Pereira, E., Pereira, R.: Fault monitoring and detection of distributed services over local and wide area networks. In: 12th International Conference on Parallel and Distributed Systems, ICPADS 2006, vol. 2 (2006)
Krings, A., Ma, Z.: Fault-models in wireless communication: towards survivable ad hoc networks. In: Military Communications Conference, MILCOM 2006, pp. 1–7. IEEE (2006)
Ishikawa, K., Ishikawa, K.: Guide to quality control. Asian Productivity Organization Tokyo (1982)
McArthur, S., et al.: Multi-agent systems for power engineering applications-Part I: concepts, approaches, and technical challenges. IEEE Trans. Power Syst. 22, 1743–1752 (2007)
Zhabelova, G.: Software architecture and design methodology for distributed agent-based automation of smart grid. University of Auckland (2014)
Howell, S., Rezgui, Y., Hippolyte, J., Jayan, B., Li, H.: Towards the next generation of smart grids: semantic and holonic multi-agent management of distributed energy resources. Renew. Sustain. Energy Rev. 77, 193–214 (2017)
Brazier, F., et al.: Agents negotiating for load balancing of electricity use. In: Proceedings. 18th International Conference on Distributed Computing Systems (Cat. No. 98CB36183), pp. 622–629 (1998)
Vytelingum, P., Voice, T., Ramchurn, S., Rogers, A., Jennings, N.: Agent-based micro-storage management for the smart grid (2010)
Gupta, P., Gibtner, A., Duchon, M., Koss, D., Schätz, B.: Using knowledge discovery for autonomous decision making in smart grid nodes. In: 2015 IEEE International Conference on Industrial Technology (ICIT), pp. 3134–3139 (2015)
Gupta, P., Duchon, M.: Developing self-similar hybrid control architecture based on SGAM-based methodology for distributed microgrids. Designs 2, 41 (2018)
Zhabelova, G., Vyatkin, V., Dubinin, V.: Toward industrially usable agent technology for smart grid automation. IEEE Trans. Industr. Electron. 62, 2629–2641 (2014)
Ramesh, A., Karthikeyan, P., Padmanaban, S., Balasubramanian, S., Guerrero, J.: A Bibliographical Survey on Software Architectures for Smart Grid System. Preprints (2018)
Haqiq, A., Bounabat, B.: Towards integration of fault tolerance in agent-based systems. Procedia Comput. Sci. 127, 264–273 (2018)
Haegg, S.: A sentinel approach to fault handling in multi-agent systems. In: Australian Workshop on Distributed Artificial Intelligence, pp. 181–195 (1996)
Tomoiagă, B., Chindriş, M., Sumper, A., Sudria-Andreu, A., Villafafila-Robles, R.: Pareto optimal reconfiguration of power distribution systems using a genetic algorithm based on NSGA-II. Energies 6, 1439–1455 (2013)
Ebrahimi Moghadam, M., Falaghi, H., Farhadi, M.: A novel method of optimal capacitor placement in the presence of harmonics for power distribution network using NSGA-II multi-objective genetic optimization algorithm. Math. Comput. Appl. 25, 17 (2020)
Gao, Y., Shi, J., Wang, W., Yu, N.: Dynamic distribution network reconfiguration using reinforcement learning. In: 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), pp. 1–7 (2019)
Yang, Q., Wang, G., Sadeghi, A., Giannakis, G., Sun, J.: Two-timescale voltage control in distribution grids using deep reinforcement learning. IEEE Trans. Smart Grid 11, 2313–2323 (2019)
Acknowledgement
The authors would like to thank Dr. Markus Duchon, Dr. Maneesha V Ramesh, Dr. Aryadevi R D, Mr. Sudharsan V C and Shri Mata Amritanandamayi Devi for supporting the research work. This work was partly done under the Project “Smart Services and Optimization for Microgrids (SSOM)” in the scheme of Project-based Personnel Exchange Program with Indo-German (DST-DAAD) Joint Research Collaboration.
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Gupta, P.K., Narayanan Babu, S.S., Mohandas Sheeladevi, A., Pampana, V. (2022). Why Dealing with Electrical Faults for Smart Microgrid is not Enough?. In: Paiva, S., et al. Science and Technologies for Smart Cities. SmartCity 360 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 442. Springer, Cham. https://doi.org/10.1007/978-3-031-06371-8_5
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