All trains are equipped with sensors and microprocessor control systems that register locomotive equipment status data.
Every time a customized locomotive enters the workshop, telemetric data recorded on the way are read from the onboard system. Then, the operator uploads those data to The Smart Locomotive and the program starts converting and processing information automatically. After that, algorithms for identifying inoperable sensors initialize. On average, most failures are identified a month before they occur.
Predictive analytics, artificial intelligence, neural networks, Internet of Things, big data analysis.