An overview of artificial intelligence applications for power electronics
This article gives an overview of the artificial intelligence (AI) applications for power
electronic systems. The three distinctive life-cycle phases, design, control, and maintenance …
electronic systems. The three distinctive life-cycle phases, design, control, and maintenance …
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach: A review of two decades of research
Industry 4.0 is an era of smart manufacturing. Manufacturing is impossible without the use of
machinery. The majority of these machines comprise rotating components and are called …
machinery. The majority of these machines comprise rotating components and are called …
KSPMI: a knowledge-based system for predictive maintenance in industry 4.0
In the context of Industry 4.0, smart factories use advanced sensing and data analytic
technologies to understand and monitor the manufacturing processes. To enhance …
technologies to understand and monitor the manufacturing processes. To enhance …
Review of hybrid prognostics approaches for remaining useful life prediction of engineered systems, and an application to battery life prediction
Prognostics focuses on predicting the future performance of a system, specifically the time at
which the system no long performs its desired functionality, its time to failure. As an important …
which the system no long performs its desired functionality, its time to failure. As an important …
Prognostics and health management of engineering systems
A good maintenance strategy is essential to keep complex engineering systems safe.
Historically, maintenance has evolved from post-failure repair to preventive maintenance to …
Historically, maintenance has evolved from post-failure repair to preventive maintenance to …
Overview of real-time lifetime prediction and extension for SiC power converters
Remaining useful lifetime prediction and extension of Si power devices have been studied
extensively. Silicon carbide (SiC) power devices have been developed and commercialized …
extensively. Silicon carbide (SiC) power devices have been developed and commercialized …
State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels
Integrating prognostics to a real application requires a certain maturity level and for this
reason there is a lack of success stories about development of a complete Prognostics and …
reason there is a lack of success stories about development of a complete Prognostics and …
A scoping review on multi-fault diagnosis of industrial rotating machines using multi-sensor data fusion
Rotating machines is an essential part of any manufacturing industry. The sudden
breakdown of such machines due to improper maintenance can also lead to the industries' …
breakdown of such machines due to improper maintenance can also lead to the industries' …
Time-series classification in smart manufacturing systems: An experimental evaluation of state-of-the-art machine learning algorithms
Manufacturing is transformed towards smart manufacturing, entering a new data-driven era
fueled by digital technologies. The resulting Smart Manufacturing Systems (SMS) gather …
fueled by digital technologies. The resulting Smart Manufacturing Systems (SMS) gather …
Remaining Useful Lifetime Estimation for Thermally Stressed Power MOSFETs Based on on-State Resistance Variation
The research on noninvasive incipient fault diagnosis of power converters is very critical to
avoid strenuous periodic check-ups and costly interruptions. Thermal cycling is one of the …
avoid strenuous periodic check-ups and costly interruptions. Thermal cycling is one of the …