Using ML to identify anomalous functioning

A gearbox, also known as a gear mechanism or transmission, is a mechanical device designed to transmit mechanical power from one component to another while altering the speed, torque, and direction of rotation. Gearboxes consist of a set of gears with different sizes and configurations that mesh to provide specific mechanical advantages based on the desired output.

In an automotive context, a gearbox, often referred to as a transmission or gearshift, is a critical component that plays a central role in controlling the power output of the engine and the vehicle’s speed. Anomaly detection in a gearbox involves identifying irregularities or deviations from the normal behavior of the gearbox components and their associated systems. Detecting anomalies in a car’s gearbox is crucial for ensuring the vehicle’s safety, reliability, and overall performance.

To promptly identify anomalies in a gearbox, we can use sensors such...