4 A knock sensor is a small but essential part of your car’s engine management system. It listens for vibrations caused by knocking (also known as detonation) and helps adjust the engine’s timing to ...

This project aims to develop a machine learning-based solution for analyzing engine vibration data and assessing the health of a gearbox. By leveraging sensor data and advanced data analysis ...

The build is pretty simple — a coin cell-powered ATtiny85 reads input from a spring vibration sensor and flashes the LEDs. This is meant to complement [Jeremy]’s primary bike light ...

In avionics, the integration of advanced sensor technologies is revolutionizing aircraft safety and performance. Two key innovations driving this trend are engine […] ...

The sensor of choice for most vibration data collection ... Figure 1. Chiller showing the vibration test location on the motor bearing housings. Figure 2. Sketch of a triaxial accelerometer cluster ...

Automatic sensor-based detection of motor failures such as bearing faults is crucial for ... different approaches for diagnosing faults in motors have been proposed, vibration-based methods have ...

The three core processing techniques implemented are event-driven threshold control (EDTC), vibration event noise (VEN) filtering, and adaptive frame-rate control (AFRC). Using the multi-event-based ...

This paper presents the modeling and motion controller design for a linear motor driven T-type gantry and ... mode is handled in the gantry control law using sensor and actuator averaging, and active ...