Design of Distribution Transformer Health Management System using IoT Sensors
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How to Cite

Sharma, R. Rajesh. 2021. “Design of Distribution Transformer Health Management System Using IoT Sensors”. Journal of Soft Computing Paradigm 3 (3): 192-204. https://doi.org/10.36548/jscp.2021.3.005.

Keywords

— Transformer maintenance
— IoT in distribution systems
— transformer health analysis
Published: 16-09-2021

Abstract

Transformers are one of the primary device required for an AC (Alternating Current) distribution system which works on the principle of mutual induction without any rotating parts. There are two types of transformers are utilized in the distribution systems namely step up transformer and step down transformer. The step up transformers are need to be placed at some regular distances for reducing the line losses happening over the electrical transmission systems. Similarly the step down transformers are placed near to the destinations for regulating the electricity power for the commercial usage. Certain regular check-ups are must for a distribution transformer for increasing its operational life time. The proposed work is designed to regularize such health check-ups using IoT sensors for making a centralized remote monitoring system.

References

  1. Vijayakumar, T., and Mr R. Vinothkanna. "Efficient Energy Load Distribution Model using Modified Particle Swarm Optimization Algorithm." Journal of Artificial Intelligence 2, no. 04 (2020): 226-231.
  2. Nafisi, Hamed. "Investigation on distribution transformer loss-of-life due to plug-in hybrid electric vehicles charging." International Journal of Ambient Energy 42, no. 7 (2021): 744-750.
  3. Bindhu, V., and G. Ranganathan. "Effective Automatic Fault Detection in Transmission Lines by Hybrid Model of Authorization and Distance Calculation through Impedance Variation." Journal of Electronics 3, no. 01 (2021): 36-48.
  4. Jia, Xiaoyu, Mei Lin, Shiwei Su, Qiuwang Wang, and Jian Yang. "Numerical study on temperature rise and mechanical properties of winding in oil-immersed transformer." Energy (2021): 121788.
  5. Karuppusamy, Dr P. "Performance Analysis of Multiple Pico Hydro Power Generation." Journal of Electrical Engineering and Automation 2, no. 2 (2020): 92-101.
  6. Zeng, Gengsheng Lawrence, and Megan Zeng. "Mutual Inductance and Transformers." In Electric Circuits, pp. 149-156. Springer, Cham, 2021.
  7. Ranganathan, Dr G. "Energy Storage Capacity Expansion of Microgrids for a Long-Term." Journal of Electrical Engineering and Automation 3, no. 1 (2021): 55-64.
  8. Shinkarenko, G. V. "Analysis of Damages to Oil-Filled Condenser Isolated Current Transformers of the Donbass Power System." Power Technology and Engineering 54, no. 5 (2021): 748-752.
  9. Bhalaji, N., and C. Rimi. "Remaining Useful Life (RUL) estimation of lead acid battery using bayesian approach." Journal of Electrical Engineering and Automation 2 (2020): 25-34.
  10. Kumar, Shailesh, Kuldeep Kumar Raina, and Tarikul Islam. "Anodic aluminium oxide based humidity sensor for online moisture monitoring of power transformer." Sensors and Actuators B: Chemical 329 (2021): 128908.
  11. Shakya, Subarna. "IoT based F-RAN Architecture using Cloud and Edge Detection System." Journal of ISMAC 3, no. 01 (2021): 31-39.
  12. Gao, J. T., Z. Y. Xu, and R. Z. Wang. "Enlarged temperature lift of hybrid compression-absorption heat transformer via deep thermal coupling." Energy Conversion and Management 234 (2021): 113954.
  13. Wang, Haoxiang. "Flexibility Management in Renewable Energy Source Operated Power Systems using Decision Support System." Journal of Electrical Engineering and Automation 2, no. 1 (2020): 35-42.
  14. Murugan, Raji, and Ramasamy Raju. "Evaluation of in-service power transformer health condition for Inspection, Repair, and Replacement (IRR) maintenance planning in electric utilities." International Journal of System Assurance Engineering and Management 12, no. 2 (2021): 318-336.
  15. Ippolito, Massimo, Nikolaos Nikolakis, Tania Cerquitelli, Niamh O’Mahony, Sotirios Makris, and Enrico Macii. "Industrial Digitisation and Maintenance: Present and Future." Predictive Maintenance in Smart Factories (2021): 3-18.
  16. Kamel, Khaled, and Eman Kamel. "Process Control Ladder Logic Trouble Shooting Techniques Fundamentals." IRO Journal on Sustainable Wireless Systems 1, no. 4 (2019): 206-241.
  17. Ma, Xin, Hao Hu, and Yizi Shang. "A New Method for Transformer Fault Prediction Based on Multifeature Enhancement and Refined Long Short-Term Memory." IEEE Transactions on Instrumentation and Measurement 70 (2021): 1-11.
  18. Sathesh, A. "Assessment of Environmental and Energy Performance Criteria for Street Lighting Tenders using Decision Support System." Journal of Electronics and Informatics 2, no. 2 (2020): 72-79.
  19. Bagde, Sejal, Pratiksha Ambade, Manasvi Batho, Piyush Duragkar, Prathmesh Dahikar, and Avinash Ikhar. "Internet of Things (IOT) Based Smart Switch." Journal of IoT in Social, Mobile, Analytics, and Cloud 3, no. 2 (2021): 149-162.
  20. Amory, Zahraa Sabeeh, and Haider Kadam Hoomod. "Intelligent Web of Things Based on Fuzzy Neural Networks." In Intelligent Data Communication Technologies and Internet of Things, pp. 871-888. Springer, Singapore, 2021.
  21. Patil, Prachu J., Ritika V. Zalke, Kalyani R. Tumasare, Bhavana A. Shiwankar, Shivani R. Singh, and Shailesh Sakhare. "IoT Protocol for Accident Spotting with Medical Facility." Journal of Artificial Intelligence 3, no. 02 (2021): 140-150.
  22. Sheth, Mitul, and Pinal Rupani. "Smart Fleet Monitoring System in Indian Armed Forces Using Internet of Things (IoT)." In International Conference on Communication, Computing and Electronics Systems, pp. 573-580. Springer, Singapore, 2020.
  23. Hariharakrishnan, Jayaram, and N. Bhalaji. "Adaptability Analysis of 6LoWPAN and RPL for Healthcare applications of Internet-of-Things." Journal of ISMAC 3, no. 02 (2021): 69-81.
  24. Darshini, P., S. Mohana Kumar, Krishna Prasad, and S. N. Jagadeesha. "A Cost and Power Analysis of Farmer Using Smart Farming IoT System." In Computer Networks, Big Data and IoT, pp. 251-260. Springer, Singapore, 2021.
  25. Thodupunoori, Harish, and Binoy B. Nair. "IoT Based Real Time Vehicle Vital Parameter Monitoring and Analytics." In International Conference on Intelligent Computing, Information and Control Systems, pp. 365-373. Springer, Cham, 2019.
  26. Parmar, Monika, and Harsimran Jit Kaur. "Blockchain-based secured data transmission of IoT sensors using thingspeak." In Artificial Intelligence and Speech Technology, pp. 77-86. CRC Press, 2021.
  27. Aba, Emmanuel N., Oluwafemi A. Olugboji, Abdulkarim Nasir, M. A. Olutoye, and Oyewole Adedipe. "Petroleum pipeline monitoring using an internet of things (IoT) platform." SN Applied Sciences 3, no. 2 (2021): 1-12.