Recent progress in diagnosing the reliability of electrical equipment by using infrared thermography

MS Jadin, S Taib - Infrared physics & technology, 2012 - Elsevier
Infrared thermography (IRT) has gained more attention and become an interesting method
in electrical preventive maintenance due to its high precision and sensitivity imaging …

A review of infrared thermography for condition-based monitoring in electrical energy: Applications and recommendations

GK Balakrishnan, CT Yaw, SP Koh, T Abedin, AA Raj… - Energies, 2022 - mdpi.com
Condition-based monitoring (CBM) has emerged as a critical instrument for lowering the
cost of unplanned operations while also improving the efficacy, execution, and dependability …

Application of infrared thermography for predictive/preventive maintenance of thermal defect in electrical equipment

ASN Huda, S Taib - Applied Thermal Engineering, 2013 - Elsevier
Internal heat of electrical equipment rises due to various reasons such as contact problems,
unbalance loading, cracks in insulation, defective relays or terminal blocks, etc until eventual …

Integration of novel sensors and machine learning for predictive maintenance in medium voltage switchgear to enable the energy and mobility revolutions

MW Hoffmann, S Wildermuth, R Gitzel, A Boyaci… - Sensors, 2020 - mdpi.com
The development of renewable energies and smart mobility has profoundly impacted the
future of the distribution grid. An increasing bidirectional energy flow stresses the assets of …

Predictive maintenance of power substation equipment by infrared thermography using a machine-learning approach

I Ullah, F Yang, R Khan, L Liu, H Yang, B Gao, K Sun - Energies, 2017 - mdpi.com
A variety of reasons, specifically contact issues, irregular loads, cracks in insulation,
defective relays, terminal junctions and other similar issues, increase the internal …

Detection of safety helmet wearing based on improved faster R-CNN

S Chen, W Tang, T Ji, H Zhu… - … joint conference on …, 2020 - ieeexplore.ieee.org
In order to ensure the safety of workers and the stable operation of the power grid, the power
grid companies in China have developed a very strict safety control system which contains …

A deep learning approach for oriented electrical equipment detection in thermal images

X Gong, Q Yao, M Wang, Y Lin - IEEE Access, 2018 - ieeexplore.ieee.org
Due to the high precision and non-contact characteristics, infrared thermography has been
widely used in equipment inspection to ensure the safety of electric power systems. A …

A novel intelligent fault diagnosis method for electrical equipment using infrared thermography

H Zou, F Huang - Infrared Physics & Technology, 2015 - Elsevier
Infrared thermography (IRT) has taken a very important role in monitoring and inspecting
thermal defects of electrical equipment without shutting down, which has important …

Suitable features selection for monitoring thermal condition of electrical equipment using infrared thermography

ASN Huda, S Taib - Infrared Physics & Technology, 2013 - Elsevier
Monitoring the thermal condition of electrical equipment is necessary for maintaining the
reliability of electrical system. The degradation of electrical equipment can cause excessive …

An efficient fault detection method for induction motors using thermal imaging and machine vision

MR Javed, Z Shabbir, F Asghar, W Amjad, F Mahmood… - Sustainability, 2022 - mdpi.com
Induction motors (IMs) are the backbone of industry, and play a vital role in daily life as well.
However, induction motors face various faults during their operation, which may cause …