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2021 | OriginalPaper | Chapter

A Comprehensive Review of Conventional and Computational Islanding Diagnosis of Distributed Generator in Distribution Network

Authors : Akshat Kumar, Shaik Riyaz, R. N. Mahanty

Published in: Recent Advances in Power Systems

Publisher: Springer Singapore

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Abstract

Sustainable energy generation methods are considered extremely beneficial for resolving future energy and environmental issues. Distributed generation (DG) is one such methodology to utilize renewable resources. Grid integration with various types of distributed sources such as wind, hydro, PV etc. can enhance energy efficiency and solve energy crisis problems. Distributed generators may work under both grid-connected and islanding modes. Islanding mode suffers certain challenges. Swift and precise islanding detection is key for the successful operation of distributed generators in distributed network. Various islanding techniques based upon passive, communication, active and hybrid have been put forward. Despite that each methodology has certain defects which may cause erroneous islanding diagnosis. These days’ intelligent methodologies because of their robust and flexible behavior in dealing with the complex non-linear system are a viable alternative which can resolve this issue. This paper presents comparative overview of a comprehensive analysis of conventional and computational intelligent techniques employed for islanding diagnosis of DG.

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Literature
1.
go back to reference Dincer, I.: Renewable energy and sustainable development: a crucial review. Renew. Sustain. Energy Rev. 4(2), 157–175 (2000)CrossRef Dincer, I.: Renewable energy and sustainable development: a crucial review. Renew. Sustain. Energy Rev. 4(2), 157–175 (2000)CrossRef
2.
go back to reference de Alegría Mancisidor, I.M., de Basurto Uraga, P.D., de Alegría Mancisidor, I.M., de Arbulo López, P.R.: European Union’s renewable energy sources and energy efficiency policy review: the Spanish perspective. Renew. Sustain. Energy Rev. 13(1), 100–114 (2009)CrossRef de Alegría Mancisidor, I.M., de Basurto Uraga, P.D., de Alegría Mancisidor, I.M., de Arbulo López, P.R.: European Union’s renewable energy sources and energy efficiency policy review: the Spanish perspective. Renew. Sustain. Energy Rev. 13(1), 100–114 (2009)CrossRef
3.
go back to reference Acharya, N., Mahat, P., Mithulananthan, N.: An analytical approach for DG allocation in primary distribution network. Int. J. Electr. Power Energy Syst. 28(10), 669–678 (2006)CrossRef Acharya, N., Mahat, P., Mithulananthan, N.: An analytical approach for DG allocation in primary distribution network. Int. J. Electr. Power Energy Syst. 28(10), 669–678 (2006)CrossRef
4.
go back to reference Pietzsch, M.: Convertidores CC/CA para la conexio´n directa a red de sistemas fotovoltaicos: comparacio´n entre topologı´as de 2 y 3 niveles. Bachelor thesis. U.P.C. (2004, December) Pietzsch, M.: Convertidores CC/CA para la conexio´n directa a red de sistemas fotovoltaicos: comparacio´n entre topologı´as de 2 y 3 niveles. Bachelor thesis. U.P.C. (2004, December)
5.
go back to reference PVPS, I.: Evaluation of islanding detection methods for photovoltaic utility-interactive power systems. Report IEA PVPS T5-09 (2002) PVPS, I.: Evaluation of islanding detection methods for photovoltaic utility-interactive power systems. Report IEA PVPS T5-09 (2002)
6.
go back to reference Laghari, J.A., Mokhlis, H., Karimi, M., Bakar, A.H.A., Mohamad, H.: Computational Intelligence based techniques for islanding detection of distributed generation in distribution network: a review. Energy Convers. Manag. 88, 139–152 (2014)CrossRef Laghari, J.A., Mokhlis, H., Karimi, M., Bakar, A.H.A., Mohamad, H.: Computational Intelligence based techniques for islanding detection of distributed generation in distribution network: a review. Energy Convers. Manag. 88, 139–152 (2014)CrossRef
7.
go back to reference Velasco, D., Trujillo, C.L., Garcerá, G., Figueres, E.: Review of anti-islanding techniques in distributed generators. Renew. Sustain. Energy Rev. 14(6), 1608–1614 (2010)CrossRef Velasco, D., Trujillo, C.L., Garcerá, G., Figueres, E.: Review of anti-islanding techniques in distributed generators. Renew. Sustain. Energy Rev. 14(6), 1608–1614 (2010)CrossRef
8.
go back to reference Mohamad, H., Mokhlis, H., Ping, H.W.: A review on islanding operation and control for distribution network connected with small hydro power plant. Renew. Sustain. Energy Rev. 15(8), 3952–3962 (2011)CrossRef Mohamad, H., Mokhlis, H., Ping, H.W.: A review on islanding operation and control for distribution network connected with small hydro power plant. Renew. Sustain. Energy Rev. 15(8), 3952–3962 (2011)CrossRef
9.
go back to reference Mahat, P., Chen, Z., Bak-Jensen, B.: Review on islanding operation of distribution system with distributed generation. In 2011 IEEE Power and Energy Society General Meeting, pp. 1–8. IEEE Mahat, P., Chen, Z., Bak-Jensen, B.: Review on islanding operation of distribution system with distributed generation. In 2011 IEEE Power and Energy Society General Meeting, pp. 1–8. IEEE
10.
go back to reference Hines, P., Apt, J., Talukdar, S.: Large blackouts in North America: historical trends and policy implications. Energy Policy 37(12), 5249–5259 (2009)CrossRef Hines, P., Apt, J., Talukdar, S.: Large blackouts in North America: historical trends and policy implications. Energy Policy 37(12), 5249–5259 (2009)CrossRef
11.
go back to reference Wang, J.W., Rong, L.L.: Robustness of the western United States power grid under edge attack strategies due to cascading failures. Saf. Sci. 49(6), 807–812 (2011)CrossRef Wang, J.W., Rong, L.L.: Robustness of the western United States power grid under edge attack strategies due to cascading failures. Saf. Sci. 49(6), 807–812 (2011)CrossRef
12.
go back to reference Aghamohammadi, M.R., Shahmohammadi, A.: Intentional islanding using a new algorithm based on ant search mechanism. Int. J. Electr. Power Energy Syst. 35(1), 138–147 (2012)CrossRef Aghamohammadi, M.R., Shahmohammadi, A.: Intentional islanding using a new algorithm based on ant search mechanism. Int. J. Electr. Power Energy Syst. 35(1), 138–147 (2012)CrossRef
13.
go back to reference Pahwa, S., Youssef, M., Schumm, P., Scoglio, C., Schulz, N.: Optimal intentional islanding to enhance the robustness of power grid networks. Physica A 392(17), 3741–3754 (2013)MathSciNetCrossRef Pahwa, S., Youssef, M., Schumm, P., Scoglio, C., Schulz, N.: Optimal intentional islanding to enhance the robustness of power grid networks. Physica A 392(17), 3741–3754 (2013)MathSciNetCrossRef
14.
go back to reference El-Zonkoly, A., Saad, M., Khalil, R.: New algorithm based on CLPSO for controlled islanding of distribution systems. Int. J. Electr. Power Energy Syst. 45(1), 391–403 (2013)CrossRef El-Zonkoly, A., Saad, M., Khalil, R.: New algorithm based on CLPSO for controlled islanding of distribution systems. Int. J. Electr. Power Energy Syst. 45(1), 391–403 (2013)CrossRef
15.
go back to reference Chen, Y., Xu, Z., Østergaard, J.: Security assessment for intentional island operation in modern power system. Electr. Power Syst. Res. 81(9), 1849–1857 (2011)CrossRef Chen, Y., Xu, Z., Østergaard, J.: Security assessment for intentional island operation in modern power system. Electr. Power Syst. Res. 81(9), 1849–1857 (2011)CrossRef
16.
go back to reference Nale, R., Biswal, M., Kishor, N.: A transient component based approach for islanding detection in distributed generation. IEEE Trans. Sustain. Energy 10(3), 1129–1138 (2018)CrossRef Nale, R., Biswal, M., Kishor, N.: A transient component based approach for islanding detection in distributed generation. IEEE Trans. Sustain. Energy 10(3), 1129–1138 (2018)CrossRef
17.
go back to reference Nale, R., Biswal, M.: Comparative assessment of passive islanding detection techniques for microgrid. In: 2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), pp. 1–5. IEEE Nale, R., Biswal, M.: Comparative assessment of passive islanding detection techniques for microgrid. In: 2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), pp. 1–5. IEEE
18.
go back to reference Nale, R., Venkatanagaraju, K., Biswal, S., Biswal, M., Kishor, N.: Islanding detection in distributed generation system using intrinsic time decomposition. IET Gener. Trans. Distrib. 13(5), 626–633 (2018)CrossRef Nale, R., Venkatanagaraju, K., Biswal, S., Biswal, M., Kishor, N.: Islanding detection in distributed generation system using intrinsic time decomposition. IET Gener. Trans. Distrib. 13(5), 626–633 (2018)CrossRef
19.
go back to reference Ahmadipour, M., Hizam, H., Othman, M.L., Radzi, M.A.M., Chireh, N.: A novel islanding detection technique using modified Slantlet transform in multi-distributed generation. Int. J. Electr. Power Energy Syst. 112, 460–475 (2019)CrossRef Ahmadipour, M., Hizam, H., Othman, M.L., Radzi, M.A.M., Chireh, N.: A novel islanding detection technique using modified Slantlet transform in multi-distributed generation. Int. J. Electr. Power Energy Syst. 112, 460–475 (2019)CrossRef
20.
go back to reference Funabashi, T., Koyanagi, K., Yokoyama, R.: A review of islanding detection methods for distributed resources. In: 2003 IEEE Bologna Power Tech Conference Proceedings, vol. 2, p. 6. IEEE Funabashi, T., Koyanagi, K., Yokoyama, R.: A review of islanding detection methods for distributed resources. In: 2003 IEEE Bologna Power Tech Conference Proceedings, vol. 2, p. 6. IEEE
21.
go back to reference Dyśko, A., Booth, C., Anaya-Lara, O., Burt, G.M.: Reducing unnecessary disconnection of renewable generation from the power system. IET Renew. Power Gener. 1(1), 41–48 (2007)CrossRef Dyśko, A., Booth, C., Anaya-Lara, O., Burt, G.M.: Reducing unnecessary disconnection of renewable generation from the power system. IET Renew. Power Gener. 1(1), 41–48 (2007)CrossRef
22.
go back to reference Bower, W., Ropp, M.: Evaluation of islanding detection methods for photovoltaic utility-interactive power systems. International Energy Agency. Report IEA PVPS, 5 (2002) Bower, W., Ropp, M.: Evaluation of islanding detection methods for photovoltaic utility-interactive power systems. International Energy Agency. Report IEA PVPS, 5 (2002)
23.
go back to reference Dias, F.M., Antunes, A., Mota, A.M.: Artificial neural networks: a review of commercial hardware. Eng. Appl. Artif. Intell. 17(8), 945–952 (2004)CrossRef Dias, F.M., Antunes, A., Mota, A.M.: Artificial neural networks: a review of commercial hardware. Eng. Appl. Artif. Intell. 17(8), 945–952 (2004)CrossRef
24.
go back to reference Fayyad, Y., Osman, A.: Neuro-wavelet based islanding detection technique. In: 2010 IEEE Electrical Power & Energy Conference, pp. 1–6. IEEE Fayyad, Y., Osman, A.: Neuro-wavelet based islanding detection technique. In: 2010 IEEE Electrical Power & Energy Conference, pp. 1–6. IEEE
25.
go back to reference ElNozahy, M.S., El-Saadany, E.F., Salama, M.M.: A robust wavelet-ANN based technique for islanding detection. In: 2011 IEEE Power and Energy Society General Meeting, pp. 1–8. IEEE ElNozahy, M.S., El-Saadany, E.F., Salama, M.M.: A robust wavelet-ANN based technique for islanding detection. In: 2011 IEEE Power and Energy Society General Meeting, pp. 1–8. IEEE
26.
go back to reference Eugeniusz, R., Burek, A., Jedut, L.: A New Method for Islanding Detection in Distributed Generation. Wroclaw University of Technology, Department of Electrical Power Engineering, Poland (2007) Eugeniusz, R., Burek, A., Jedut, L.: A New Method for Islanding Detection in Distributed Generation. Wroclaw University of Technology, Department of Electrical Power Engineering, Poland (2007)
27.
go back to reference Samantaray, S.R., El-Arroudi, K., Joos, G., Kamwa, I.: A fuzzy rule-based approach for islanding detection in distributed generation. IEEE Trans. Power Deliv. 25(3), 1427–1433 (2010)CrossRef Samantaray, S.R., El-Arroudi, K., Joos, G., Kamwa, I.: A fuzzy rule-based approach for islanding detection in distributed generation. IEEE Trans. Power Deliv. 25(3), 1427–1433 (2010)CrossRef
28.
go back to reference Kumarswamy, I., Sandipamu, T.K., Prasanth, V.: Analysis of islanding detection in distributed generation using fuzzy logic technique. In: 2013 7th Asia Modelling Symposium, pp. 3–7. IEEE Kumarswamy, I., Sandipamu, T.K., Prasanth, V.: Analysis of islanding detection in distributed generation using fuzzy logic technique. In: 2013 7th Asia Modelling Symposium, pp. 3–7. IEEE
29.
go back to reference Heidari, M., Seifossadat, G., Razaz, M.: Application of decision tree and discrete wavelet transform for an optimized intelligent-based islanding detection method in distributed systems with distributed generations. Renew. Sustain. Energy Rev. 27, 525–532 (2013)CrossRef Heidari, M., Seifossadat, G., Razaz, M.: Application of decision tree and discrete wavelet transform for an optimized intelligent-based islanding detection method in distributed systems with distributed generations. Renew. Sustain. Energy Rev. 27, 525–532 (2013)CrossRef
30.
go back to reference Yin, G.: A distributed generation islanding detection method based on artificial immune system. In 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific, pp. 1–4. IEEE Yin, G.: A distributed generation islanding detection method based on artificial immune system. In 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific, pp. 1–4. IEEE
31.
go back to reference Lidula, N.W.A., Rajapakse, A.D.: Fast and reliable detection of power islands using transient signals. In: 2009 International Conference on Industrial and Information Systems (ICIIS), pp. 493–498. IEEE Lidula, N.W.A., Rajapakse, A.D.: Fast and reliable detection of power islands using transient signals. In: 2009 International Conference on Industrial and Information Systems (ICIIS), pp. 493–498. IEEE
32.
go back to reference Mohanty, S.R., Ray, P.K., Kishor, N., Panigrahi, B.K.: Classification of disturbances in hybrid DG system using modular PNN and SVM. Int. J. Electr. Power Energy Syst. 44(1), 764–777 (2013)CrossRef Mohanty, S.R., Ray, P.K., Kishor, N., Panigrahi, B.K.: Classification of disturbances in hybrid DG system using modular PNN and SVM. Int. J. Electr. Power Energy Syst. 44(1), 764–777 (2013)CrossRef
33.
go back to reference Lidula, N.W.A., Rajapakse, A.D.: A pattern-recognition approach for detecting power islands using transient signals—Part II: Performance evaluation. IEEE Trans. Power Deliv. 27(3), 1071–1080 (2012)CrossRef Lidula, N.W.A., Rajapakse, A.D.: A pattern-recognition approach for detecting power islands using transient signals—Part II: Performance evaluation. IEEE Trans. Power Deliv. 27(3), 1071–1080 (2012)CrossRef
34.
go back to reference Lidula, N.W.A., Rajapakse, A.D.: A pattern recognition approach for detecting power islands using transient signals—Part I: Design and implementation. IEEE Trans. Power Deliv. 25(4), 3070–3077 (2010)CrossRef Lidula, N.W.A., Rajapakse, A.D.: A pattern recognition approach for detecting power islands using transient signals—Part I: Design and implementation. IEEE Trans. Power Deliv. 25(4), 3070–3077 (2010)CrossRef
35.
go back to reference El-Arroudi, K., Joos, G., Kamwa, I., McGillis, D.T.: Intelligent-based approach to islanding detection in distributed generation. IEEE Trans. Power Deliv. 22(2), 828–835 (2007)CrossRef El-Arroudi, K., Joos, G., Kamwa, I., McGillis, D.T.: Intelligent-based approach to islanding detection in distributed generation. IEEE Trans. Power Deliv. 22(2), 828–835 (2007)CrossRef
36.
go back to reference Moeini, A., Darabi, A., Karimi, M.: Clustering governor signal of distributed generation for islanding detection. In: 2010 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering (SIBIRCON), pp. 493–498. IEEE Moeini, A., Darabi, A., Karimi, M.: Clustering governor signal of distributed generation for islanding detection. In: 2010 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering (SIBIRCON), pp. 493–498. IEEE
37.
go back to reference Moeini, A., Darabi, A., Rafiei, S.M.R., Karimi, M.: Intelligent islanding detection of a synchronous distributed generation using governor signal clustering. Electr. Power Syst. Res. 81(2), 608–616 (2011)CrossRef Moeini, A., Darabi, A., Rafiei, S.M.R., Karimi, M.: Intelligent islanding detection of a synchronous distributed generation using governor signal clustering. Electr. Power Syst. Res. 81(2), 608–616 (2011)CrossRef
38.
go back to reference Bitaraf, H., Sheikholeslamzadeh, M., Ranjbar, A.M., Mozafari, B.: Neuro-fuzzy islanding detection in distributed generation. In IEEE PES Innovative Smart Grid Technologies, pp. 1–5. IEEE Bitaraf, H., Sheikholeslamzadeh, M., Ranjbar, A.M., Mozafari, B.: Neuro-fuzzy islanding detection in distributed generation. In IEEE PES Innovative Smart Grid Technologies, pp. 1–5. IEEE
Metadata
Title
A Comprehensive Review of Conventional and Computational Islanding Diagnosis of Distributed Generator in Distribution Network
Authors
Akshat Kumar
Shaik Riyaz
R. N. Mahanty
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-7994-3_47