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AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
In theory, building automation and management systems (BAMSs) can provide all the
components and functionalities required for analyzing and operating buildings. However, in …
components and functionalities required for analyzing and operating buildings. However, in …
Recent industrial applications of infrared thermography: A review
Infrared thermography (IRT) is a noninvasive technique that is drawing an increasing
attention in industry. The spectacular advancement in the features of the infrared cameras …
attention in industry. The spectacular advancement in the features of the infrared cameras …
[HTML][HTML] Rotating machinery fault diagnosis based on convolutional neural network and infrared thermal imaging
Rotating machinery is widely applied in industrial applications. Fault diagnosis of rotating
machinery is vital in manufacturing system, which can prevent catastrophic failure and …
machinery is vital in manufacturing system, which can prevent catastrophic failure and …
[HTML][HTML] 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 …
cost of unplanned operations while also improving the efficacy, execution, and dependability …
Application of infrared thermography to failure detection in industrial induction motors: case stories
D Lopez-Perez, J Antonino-Daviu - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Infrared thermography has been extensively applied over decades to areas such as
maintenance of electrical installations. Its use in electrical machinery has been mainly …
maintenance of electrical installations. Its use in electrical machinery has been mainly …
Application of infrared thermography for predictive/preventive maintenance of thermal defect in electrical equipment
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 …
unbalance loading, cracks in insulation, defective relays or terminal blocks, etc until eventual …
Thermal image based fault diagnosis for rotating machinery
Infrared imaging is crucial for condition monitoring as the thermographic patterns will differ
depending on the fault or machine condition. Currently, a limited number of machine faults …
depending on the fault or machine condition. Currently, a limited number of machine faults …
[HTML][HTML] Enhancing electrical panel anomaly detection for predictive maintenance with machine learning and IoT
This study aims to detect electrical panel fires using the Internet of Things (IoT) framework
and Machine Learning (ML) algorithms. Within the scope of the study, an experimental …
and Machine Learning (ML) algorithms. Within the scope of the study, an experimental …
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 …
thermal defects of electrical equipment without shutting down, which has important …
[HTML][HTML] Transfer learning by fine-tuning pre-trained convolutional neural network architectures for switchgear fault detection using thermal imaging
KAA Mahmoud, MM Badr, NA Elmalhy… - Alexandria Engineering …, 2024 - Elsevier
Switchgear is a vital component of modern power systems, responsible for regulating the
flow of electrical power. Contact issues, irregular loads, and other similar problems can …
flow of electrical power. Contact issues, irregular loads, and other similar problems can …