Publication Date: 2023/04/09
Abstract: Indian Railways is one of the largest railway networks in the world, and the efficient functioning of its infrastructure is essential for safe and timely transportation. The point machine is one of the most critical components of the railway system, which controls the movement of trains at junctions. Regular maintenance of the point machine is necessary to ensure its proper functioning and prevent failures that can lead to accidents and delays. Predictive maintenance is a proactive approach that can significantly improve the reliability and availability of the point machine. This research paper aims to explore the application of predictive maintenance techniques to Indian Railway Point Machine and analyze its benefits.
Keywords: IoT, Predictive, Point Machine, Machine Learning, Artificial Intelligence, K-means, Clustering, Indian Railways.
DOI: https://doi.org/10.5281/zenodo.7811159
PDF: https://ijirst.demo4.arinfotech.co/assets/upload/files/IJISRT23APR178.pdf
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