The present work aims to analyze machine learning techniques applied to pattern
recognition of diesel engines audio files captured with a smartphone. Audio samples from 3 …

In this work, a combination of signal processing and machine learning techniques is applied
for petrol and diesel engine identification based on engine sound. The research utilized real …

Preventive maintenance is carried out in order to prevent sudden breakdowns and to
enhance the life of the engine. This paper presents a method of preventive maintenance …

Numerous attempts have been made in recent years for detecting various faults in an
automobile engine. The aim of developing this technique is to detecting the faulty engine …

In this paper a portable system for acquisition of sound generated by passenger vehicles
powered by internal combustion engines is described and analyzed. The acquisition system …

The fact that 50-90% of faults in marine diesel engines in the MO classification ship
(unmanned ship) are detected by the crew, implies that human hearing plays a crucial role …

Petrol and diesel engine have a significantly different way to convert chemical energy into
mechanical energy. In this work, the intelligent system approach is used to automatically …

We address the problem of detecting whether an engine is misfiring by using machine
learning techniques on transformed audio data collected from a smartphone. We recorded …

Motorcycle market is getting richer all over the world for its better mileage, smaller in size,
lighter weight, less number of cylinder, less fuel consumption, style, modernization …

This research work objectives to establish a systematic approach to automobile gearbox
defect diagnostics by acquiring the acoustic feature from their faulty sound information using …