Abstract
Abstract: India’s transportation infrastructure relies heavily identification. The integration of IR sensors enables the early detection of cracks on the track surface, allowing for the timely identification of potential structural weaknesses, on the Indian Railways, which serves as a major means of long-distance travel for millions. Nevertheless, the discoveryof cracks on railway tracks still poses serious problems that can compromise safety if not addressed. This paper thereforedescribes a path-breaking effort towards a strong crack detection mechanism in railways. Our unique way involves integrating infrared (IR) sensors for crack detection and ultrasound sensors for object detection to entirely change track monitoring thereby enhancing railway safety and maintenance efficiency. The system presented is able to detect any possible hazards within targeted area thus leading to prevention-based action through proactive maintenance; italso reduces cases of accidents as early detections helps in minimizing their chances of occurrence by making use of real-time data from these sensors. Our method demonstratesits effectiveness through experiments, showing that it can detect both cracks and blocking objects on the train tracks, hence contributing towards better rail safety systems while offering a promising direction for pre- emptive maintenanceprograms and risk control strategies. Our study proposes an innovative remedy for the current issue of security inclusion along railway tracks. Withthis combination involving IRs as well as ultrasonic sensors, our device has fulltime surveillance applications so that they are able to intervene timely before accidents are caused by this malfunctioning parts of the locomotive engines.
Published Version
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