Permutation Entropy Thresholding: A Non-Linear Signal Processing Method for Islanding Detection

References

• M. Liserre, T. Sauter, and J. Y. Hung, “Future energy systems: Integrating renewable energy sources into the smart power grid through Industrial Electronics,” IEEE Ind. Electron. Mag., Vol. 4, no. 1, pp. 18–37, March 2010.
   Web of Science ®Google Scholar
• A. R. Jordehi, “Allocation of distributed generation units in electric power systems: A review,” Renewable Sustainable Energy Rev., Vol. 56, pp. 893–905, April 2016.
   Web of Science ®Google Scholar
• S. Raza, H. Mokhlis, H. Arof, J. A. Laghari, and L. Wang, “Application of signal processing techniques for islanding detection of distributed generation in distribution network: A review,” Energy Convers. Manage., Vol. 96, pp. 613–624, 2015.
   Web of Science ®Google Scholar
• B. Yang, W. Li, Y. Zhao, and X. He, “Design and analysis of a grid-connected photovoltaic power system,” IEEE Trans. Power Electron, Vol. 25, no. 4, pp. 992–1000, April 2010.
   Web of Science ®Google Scholar
• S. R. Gupta, F. S. Kazi, S. R. Wagh, and N. M. Singh. “Probabilistic framework for evaluation of smart grid resilience of cascade failure,” 2014 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), Kuala Lumpur, 2014, pp. 255-260.
   Google Scholar
• H. Laaksonen, “Advanced islanding detection Functionality for future Electricity distribution networks,” IEEE Trans. Power Delivery, Vol. 28, no. 4, pp. 2056–2064, Oct. 2013.
   Web of Science ®Google Scholar
• M.-S. Kim, R. Haider, G.-J. Cho, C.-H. Kim, C.-Y. Won, and J.-S. Chai, “Comprehensive Review of islanding detection methods for Distributed Generation systems,” Energies, Vol. 12, pp. 837, 2019.
   Web of Science ®Google Scholar
• P. Gupta, R. S. Bhatia, and D. K. Jain, “Active ROCOF Relay for islanding detection,” IEEE Trans. Power Delivery, Vol. 32, no. 1, pp. 420–429, Feb. 2017.
   Web of Science ®Google Scholar
• S. Dutta, P. K. Sadhu, M. Jaya Bharata Reddy, and D. K. Mohanta, “Shifting of research trends in islanding detection method – a comprehensive survey,” Prot. Control Mod. Power Syst., Vol. 3, no. 1, pp. 1–20, 2018.
   Google Scholar
• IEEE Standard for Interconnection and inter operability of Distributed Energy Resources with Associated Electric Power Systems Interfaces,” in IEEE Std 1547-2018 (Revision of IEEE Std 1547-2003), pp.1-138, 6 April 2018.
   Google Scholar
• IEEE Std 1547.2-2008. IEEE Application Guide for IEEE Std 1547TM, IEEE Standard for Interconnecting Distributed Resources with Electric Power Systems, IEEE, 2008.
   Google Scholar
• P. Demetriou, M. Asprou, and E. Kyriakides, “A real-time controlled islanding and restoration scheme based on Estimated states,” IEEE Trans. Power Syst., Vol. 34, pp. 606–615, 2019.
   Web of Science ®Google Scholar
• A. R. D. Fazio, M. Russo, and S. Valeri, “A New protection system for islanding detection in LV distribution systems,” Energies, Vol. 8, pp. 3775–3793, 2015.
   Web of Science ®Google Scholar
• C. Li, C. Cao, Y. Cao, Y. Kuang, L. Zeng, and B. Fang, “A review of islanding detection methods for microgrid,” Renewable Sustainable Energy Rev., Vol. 35, pp. 211–220, 2014.
   Web of Science ®Google Scholar
• M. Ropp, and W. Bower. Evaluation of islanding detection methods for photovoltaic utility interactive power systems”, Int. Energy Agency Implementing Agreement Photovoltaic Power Syst., Tech. Rep IEA PVPS T5-09, Mar 2002.
   Google Scholar
• L. A. C. Lopes, and H. Sun, “Performance assessment of active frequency drifting islanding detection methods,” IEEE Trans. Energy Convers, Vol. 21, no. 1, pp. 171–180, Mar. 2006.
   Web of Science ®Google Scholar
• F. De Mango, M. Liserre, and A. D. Aquila. “Overview of anti islanding algorithms for PV systems. Part II: Active methods,” Proc. IEEE Power Electron. Motion Control Conf., pp.1884–1889, Jan. 2007.
   Google Scholar
• A. Pouryekta, V. Ramachandaramurthy, S. Padmanaban, F. Blaabjerg, and J. M. Guerrero, “Boundary detection and enhancement Strategy for power system Bus Bar Stabilization—investigation under fault conditions for islanding operation,” Energies, Vol. 11, no. 4, pp. 889, 2018.
   Web of Science ®Google Scholar
• S. R. Mohanty, P. K. Ray, N. Kishor, and B. K. Panigrahi, “Classification of disturbances in Hybrid DG system using modular PNN and SVM,” Int. J. Power Energy Syst., Elsevier Sci., Vol. 44, no. 1, pp. 764–777, Jan. 2013.
   Web of Science ®Google Scholar
• A. Samui, and S. R. Samantaray, “Wavelet Singular entropy-based islanding detection in Distributed Generation,” IEEE Trans. Power Delivery, Vol. 28, no. 1, pp. 411–418, Jan. 2013.
   Web of Science ®Google Scholar
• N. Harvard Rezaei, and M. R. Haghifam, “Protection scheme for a distribution system with distributed generation using neural networks,” International Journal of Electrical Power and Energy Systems, Vol. 30, no. 4, pp. 235–241, 2008.
   Web of Science ®Google Scholar
• Q. F. Ding, Z. M. Li, and Z. Liu. “Optimal Power Flow Solution using the quasi-accurate penalty function method “, Proc. 4st youth Conf. China Society of Electrical Engineering, pp.50-53,1996.
   Google Scholar
• O. N. Faqhruldin, E. F. El-Saadany, and H. H. Zeineldin, “A Universal islanding detection Technique for Distributed Generation using pattern Recognition,” IEEE Trans. Smart Grid, Vol. 5, no. 4, pp. 1985–1992, July 2014.
   Web of Science ®Google Scholar
• S. Vyas, R. Kumar, and R. Kavasseri, “Data analytics and computational methods for anti-islanding of renewable energy based Distributed Generators in power grid,” Renew. Sustain. Energy Rev., Vol. 69, pp. 493–502, March 2017.
   Web of Science ®Google Scholar
• W. Y. Teoh, and C. W. Tan, “An Overview of islanding detection methods in photovoltaic systems,” World Acad Sci, Eng Technol, Vol. 5, no. 10, pp. 533–541, 2011.
   Google Scholar
• M. Ahmadipour, H. Hizam, M. Lutfi Othman, and M. Amran Mohd Radzi, “An anti-islanding protection Technique using a Wavelet Packet transform and a Probabilistic neural network,” Energies, Vol. 11, no. 10, pp. 1–31, 2018.
   Web of Science ®Google Scholar
• A. Khamis, H. Shareef, A. Mohamed, and E. Bizkevelci, “Islanding detection in a distributed generation integrated power system using phase space technique and probabilistic neural network,” Neurocomputing, Vol. 148, pp. 587–599, Jan 2015.
   Web of Science ®Google Scholar
• A. Khamis, and H. Shareef. “An effective islanding detection and classification method using neuro-phase space technique.” Proceedings of World Academy of Science, Engineering and Technology (WASET), no. 78, pp 120, 2013.
   Google Scholar
• M. Zanin, L. Zunino, O. A. Rosso, and D. Papo, “Permutation entropy and its main biomedical and econophysics applications: A review,” Entropy, Vol. 14, pp. 1553–1577, Aug 2012.
   Web of Science ®Google Scholar
• Z. He, X. Chen, and Q. Qian, “A study of wavelet entropy measure definition and its application for fault feature pick-up and classification,” J. Electron., Vol. 24, no. 5, pp. 628–634, 2007.
   Google Scholar
• S. A. Saleh, A. S. Aljankawey, R. Meng, J. Meng, C. P. Diduch, and L. Chang, “Antiislanding protection based on Signatures extracted from the instantaneous Apparent power,” IEEE Trans. Power Electron., Vol. 29, no. 11, pp. 5872–5891, Nov. 2014.
   Web of Science ®Google Scholar
• C. Bandt, and B. Pompe, “Permutation entropy: A natural complexity measure for time series,” Physics Review Letters, Vol. 88, no. 17, pp. 174102, 2002.
   PubMed Web of Science ®Google Scholar
• M. Riedl, A. Müller, and N. Wessel, “Practical considerations of permutation entropy A tutorial review,” N. Eur. Phys. J. Spec. Top, Vol. 222, pp. 249–262, June 2013.
   Web of Science ®Google Scholar
• https://in.mathworks.com/help/physmod/sps/examples/400-kw-grid-connected-pv-farm-average-model.html
   Google Scholar
• P. K. Hota, and A. P. Naik, “Analytical Review of power Flow Tracing in Deregulated power system,” Am. J. Elec. Electron. Eng., Vol. 4, no. 3, pp. 92–101, 2016.
   Google Scholar
• Y. K. Bharath. “IEEE 14 Bus System,” MathWorks Simulink File Exchange Center, Mar. 2014.
   Google Scholar