Main Article Content
Abstract
Transmission lines are crucial for power systems, enabling bulk power transfer from generation sites to load centers. They face challenges such as faults, losses, and delays, necessitating effective management and maintenance strategies. The aim of this paper is to conduct a systematic literature review focusing on techniques and algorithms for swift and precise fault detection and protection in transmission lines. The methodology included a collection of relevant papers, a filtering process, eligibility identification, synthesizing, and trend analysis. This process was facilitated using the Scopus database and VOSviewer software. Results of this survey revealed some key noticeable aspects (among others) across the studies, which included the utilization of diverse signal processing and machine learning techniques to analyze voltage and current signals for identifying faults. This work will contribute by reviewing recent advances in signal processing, analyzing methods to enhance fault detection speed and accuracy, exploring the use of machine learning and neural networks in fault detection models, investigating advanced relay technologies and protection schemes, evaluating statistical techniques for fault isolation, and examines indexing techniques and evolutionary programming tools for precise fault identification, while also proposing future research directions.
Keywords
Article Details
References
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References
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Abhishek Jadhavar, Sandhyarani Gavali, Aashlesha Chavan, and Prof. Sayyad A.P., “TRANSMISSION LINE FAULT DETECTION SYSTEM”, International Journal of Engineering Applied Sciences and Technology, vol. 8, 2023, pp. 289-292.
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Monali A. Sawale and Dr. Kiran Dongre., “Development of DSP-Based Transmission Line Fault Detection”, International Journal for Research in Applied Science & Engineering Technology (IJRASET), vol. 10, 2022, pp. 687-690.
Abhishek Jadhavar, Sandhyarani Gavali, Aashlesha Chavan, Prof. Sayyad A.P., “TRANSMISSION LINE FAULT DETECTION SYSTEM”, International Journal of Engineering Applied Sciences and Technology, vol. 8, 2023, pp. 289-292.
Aliyu Sabo, Kamaluddeen I. Kanya, Naziru Shu’aibu, Chigozie Onyema, Aliyu Ahmed, Hadiza Tanko, and Sama’ila Kwasau., “A Review of State-of-the-Art Techniques for Power Flow Analysis”, JOURNAL OF SCIENCE, TECHNOLOGY AND ENGINEERING RESEARCH, vol. 4(1), 2023, pp. 36-43.
Jordi-Roger Riba, Manuel Moreno-Eguilaz and Santiago Bogarra., “Energy Harvesting Methods for Transmission Lines: A Comprehensive Review”, Applied Science, vol. 12, 2022, pp. 1-21.
L. Miguel Silveira, Ibrahim M. Elfadel and Jacob K. White., “An efficient approach to transmission line simulation using measured or tabulated s-parameter data”, ACM/IEEE Design Automation Conference, Massachusetts, 1994, pp. 634-639.
Fredy Andrés Olarte Dussán, Carlos Eduardo Borda Zapata and Hernando Díaz Morales., “State Estimation-based Transmission line parameter identification”, engineering investigation, vol. 30, 2010, pp. 56-63.
Marco Bindi , Maria Cristina Piccirilli, Antonio Luchetta and Francesco Grasso., “A Comprehensive Review of Fault Diagnosis and Prognosis Techniques in High Voltage and Medium Voltage Electrical Power Lines”, Energies, vol. 16, 2023, pp. 1-37.
Sitti Amalia, Mardini Hasanah, Yusreni Warmi, Novizon and Abdul Rajab., “Disturbance Modeling on Transmission Lines Using Wavelet Transform Method: A Review”, Andalas Journal of Electrical and Electronic Engineering Technology, vol. 2, 2022, pp. 55-61.
Changjun Liu and Kama Huang., " Metamaterial Transmission Line and its Applications”, Advanced Microwave and Millimeter Wave Technologies Semiconductor Devices Circuits and Systems, China, 2010, pp. 250-274.
Jin Jian Ming., “THEORY AND COMPUTATION OF ELECTROMAGNETIC FIELDS”, library of Congress Cataloging-in-Publication Data, New Jersey, 2010, pp. 3-551.
Kezunovic M.: “Smart fault location for smart grids”, IEEE Trans. Smart Grid, vol. 2, 2011, pp. 11–22.
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David M. W. Powers., “Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation”, International Journal of Machine Learning Technology, vol.1, 2011, pp. 37-63.
Y. Sasaki, R. Fellow., “SNP analysis of the LAMA1 gene in Japanese patients with high myopia”, Department of Ophthalmology and Visual Science, Yokohama City University, Graduate School of Medicine, vol.58, 2007, pp. 25-31.
Prasad, Ch.D; and Nayak, Paresh Kumar., “A DFT-ED based approach for detection and classification of faults in electric power transmission networks”, Ain Shams Engineering Journal, vol.10, 2019, pp.171-178.
Gupta, Abhishek; Pachar, Ramesh Kumar; Khan, Baseem; Mahela, Om Prakash; and Padmanaban, Sanjeevikumar).,“A multivariable transmission line protection scheme using signal processing techniques”, IET Generation, Transmission and Distribution, vol. 15, 2021, pp. 3115-3137.
Patel, Bikash; Bera, Parthasarathi, “Fast fault detection during power swing on a hybrid transmission line using WPT” , IET Generation, Transmission and Distribution, vol. 13, 2019, pp. 1811-1820.
AsghariGovar, Saeed; Pourghasem, Pouya; and Seyedi, Heresh., “High impeance fault protection scheme for smart grids based on WPT and ELM considering evolving and cross-country faults”, International Journal of Electrical Power and Energy Systems, vol. 107,2019, pp. 412-421.
Ashok, Valabhoju; and Yadav, Anamika, “A real-time fault detection and classification algorithm for transmission line faults based on MODWT during power swing”, International Transactions on Electrical Energy Systems, vol. 30, 2020.
Sailakshmi; Navyasri, Goteti Sai; Deepa, K.; Sailaja, V; Manitha, V.P, “Fault Analysis in Three Phase Transmission Lines using Wavelet Method”, 2022 6th International Conference on Trends in Electronics and Informatics, ICOEI 2022 – Proceedings, Bengaluru, India, 2022, pp. 248-254.
Kapoor, Gaurav; Mishra, Anuprita; Shaw, Rabindra Nath and Ajmera, Siddharth, “Complex faults categorization technique for series-compensated transmission lines connected with wind-turbines based on DFWHT”, 2020 IEEE International Conference on Computing, Power and Communication Technologies, GUCON 2020, India, 2020, pp. 703-708.
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Anand, Abhisekh and Affijulla, Shaik, “Hilbert-Huang transform based fault identification and classification technique for AC power transmission line protection”, International Transactions on Electrical Energy Systems, vol. 30, 2020.
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