Spur Gear Fault Detection Using Design of Experiments and Support Vector Machine (SVM) Algorithm

IM Jamadar, R Nithin, S Nagashree… - Journal of Failure …, 2023 - Springer
In this research, the primary objective is to ensure the appropriate functioning of
transmission components, particularly the gearbox, which is highly prone to wear due to …

Detecting teeth defects on automotive gears using deep learning

A Allam, M Moussa, C Tarry, M Veres - Sensors, 2021 - mdpi.com
Gears are a vital component in many complex mechanical systems. In automotive systems,
and in particular vehicle transmissions, we rely on them to function properly on different …

Analyzing Gear Blank Failure: A Comprehensive Industrial Case Study

GJ Naveen, P SampathKumaran, P Arvind… - Journal of Failure …, 2024 - Springer
This study analyses a cold-forged gear blank failure that was reported by the industry. In
cold forged metal, the damage is seen as fissures running parallel to the thickness direction …

Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly

G Sharma, T Kaur, SK Mangal - International Journal of …, 2022 - inderscienceonline.com
In the era of automation, mechanical components such as bearings and gears are widely
used in industrial machinery to transmit power and motion. Failure in these components …

Gear blank: A case study of failure assessment

GJ Naveen, BR Akash, TG Sriganesh… - AIP Conference …, 2023 - pubs.aip.org
This work reports assessment of a failure of a cold forged gear blank reported from an
industry. The damage is observed in the cold forged in form of cracks along the thickness …

[PDF][PDF] Wind turbine reliability analysis in case of wind turbine blades

KP Kour, L Talwar, NS Bhangu - Int. J. Innov. Res. Sci. Eng. Technol, 2019 - academia.edu
Wind turbines are leaning in the equivalent direction so that, instead of subsequent the sun,
they may pursue the wind and harness its potential energy. Failure mode and effects …

[PDF][PDF] Dynamic Performance Analysis of Involute Helical Gear with Significant Defects

MAM Pirjade, KB Dhole, SS Pakjade, SI Momin - academia.edu
In this paper the study of dynamic performance analysis of Involute helical gear with defects
is presented. Analysis is carried out to solve noise and vibration problems. It improves …

[PDF][PDF] Fault diagnosis of Helical gearbox through vibration signals using J48 decision tree and wavelet

A Singh, V Sugumaran… - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
Objectives: Gear plays an efficient role in power transmission. Minor faults in gears can lead
to severe faults. The vibration analysis can be used for determining the causes of the faults …

Factor analysis on spur gear failure using computational simulation/Emilia Norazmi

N Emilia - 2021 - studentsrepo.um.edu.my
Spur gears are purported to be the most well-known and simplest gear as compared to other
type of gears. Spur gears are also said to be regularly used in series to avoid from using …

Factor Analysis on Spur Gear Failure Using Computational Simulation

E Norazmi - 2021 - search.proquest.com
Spur gears are purported to be the most well-known and simplest gear as compared to other
type of gears. Spur gears are also said to be regularly used in series to avoid from using …