Latest developments in gear defect diagnosis and prognosis: A review

A Kumar, CP Gandhi, Y Zhou, R Kumar, J Xiang - Measurement, 2020 - Elsevier
Gears are an important component of industrial machinery and a breakdown of machinery
on account of the failure of gears could result in immense production loss. Timely monitoring …

Scopes, challenges and approaches of energy harvesting for wireless sensor nodes in machine condition monitoring systems: A review

I Ahmad, LM Hee, AM Abdelrhman, SA Imam… - Measurement, 2021 - Elsevier
Abstract Machine condition monitoring (MCM) plays an important role in reducing failure
losses in the industry. Appropriate wireless sensor nodes (WSNs) used in MCM will allow …

Intelligent worm gearbox fault diagnosis under various working conditions using vibration, sound and thermal features

YE Karabacak, NG Özmen, L Gümüşel - Applied Acoustics, 2022 - Elsevier
Worm gearboxes (WG) are frequently used in many areas of the industry. WG is different
from other gearbox types and due to their working principles they are under high risk of wear …

A systematic review on failure modes and proposed methodology to artificially seed faults for promoting PHM studies in laboratory environment for an industrial …

P Goswami, RN Rai - Engineering Failure Analysis, 2023 - Elsevier
Gears are indispensable part of any industrial application. Gearbox have a rugged
construction and are subjected to extremely harsh environmental conditions in industries …

A cyclostationarity-based wear monitoring framework of spur gears in intelligent manufacturing systems

K Feng, Q Ni, Y Chen, J Ge… - Structural Health …, 2023 - journals.sagepub.com
The gearbox is widely applied as the mechanical transmission system of intelligent
manufacturing systems, such as machine tools and robotics. The harsh working …

Tooth backlash inspired comb-shaped single-electrode triboelectric nanogenerator for self-powered condition monitoring of gear transmission

S Wang, C Zheng, T Ma, T Wang, S Gao, Q Dai, Q Han… - Nano Energy, 2024 - Elsevier
Gear transmissions are an integral part of most rotation machinery. Their abnormalities can
affect the reliable operation of the equipment. Most sensors that monitor gear transmissions …

Thermal imaging study to determine the operational condition of a conveyor belt drive system structure

D Szurgacz, S Zhironkin, S Vöth, J Pokorný… - Energies, 2021 - mdpi.com
The paper discusses the results of a study carried out to determine the thermal condition of a
conveyor power unit using a thermal imaging camera. The tests covered conveyors in the …

A digital twin framework for aircraft hydraulic systems failure detection using machine learning techniques

F Kosova, HO Unver - Proceedings of the Institution of …, 2023 - journals.sagepub.com
Since the last decade, aircraft systems, such as flight control and landing gear, have been
requiring increasing power, and consequently, the complexity of hydraulic aircraft systems …

Vibration image representations for fault diagnosis of rotating machines: a review

HOA Ahmed, AK Nandi - Machines, 2022 - mdpi.com
Rotating machine vibration signals typically represent a large collection of responses from
various sources in a machine, along with some background noise. This makes it challenging …

Gear wear detection based on statistic features and heuristic scheme by using data fusion of current and vibration signals

AY Jaen-Cuellar, M Trejo-Hernández, RA Osornio-Rios… - Energies, 2023 - mdpi.com
Kinematic chains are ensembles of elements that integrate, among other components, with
the induction motors, the mechanical couplings, and the loads to provide support to the …