Trends and challenges in intelligent condition monitoring of electrical machines using machine learning
A review of the fault diagnostic techniques based on machine is presented in this paper. As
the world is moving towards industry 4.0 standards, the problems of limited computational …
the world is moving towards industry 4.0 standards, the problems of limited computational …
Inverter-Fed Motor Drive System: A Systematic Analysis of Condition Monitoring and Practical Diagnostic Techniques
Due to their efficiency and control capabilities, induction motors fed with inverters have
become prevalent in various industrial applications. However, ensuring the reliable …
become prevalent in various industrial applications. However, ensuring the reliable …
State-of-the-art techniques for fault diagnosis in electrical machines: advancements and future directions
Electrical machines are prone to various faults and require constant monitoring to ensure
safe and dependable functioning. A potential fault in electrical machinery results in …
safe and dependable functioning. A potential fault in electrical machinery results in …
Methods of condition monitoring and fault detection for electrical machines
Nowadays, electrical machines and drive systems are playing an essential role in different
applications. Eventually, various failures occur in long-term continuous operation. Due to the …
applications. Eventually, various failures occur in long-term continuous operation. Due to the …
Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis
This article explores the transformative potential of digital twin (DT) technology in the
automotive sector, focusing on its applications in enhancing propulsion drive systems. DT …
automotive sector, focusing on its applications in enhancing propulsion drive systems. DT …
Preliminary Analysis of Mechanical Bearing Faults for Predictive Maintenance of Electrical Machines
Nowadays, electrical machines are used in numerous applications, where unexpected faults
are to be prevented. Sophisticated technologies are demanded to be able to manage big …
are to be prevented. Sophisticated technologies are demanded to be able to manage big …
Study of bearing currents in induction machine: diagnostic possibilities, fault detection, and prediction
Bearing failures in electrical machines pose significant challenges, attracting attention in
diagnostic research. The widespread adoption of variable-speed drives across various …
diagnostic research. The widespread adoption of variable-speed drives across various …
Implementation and Analysis of Rolling Bearing Faults Caused by Shaft Currents
Bearing failures make the greatest proportion of damages affecting electrical machines. At
the same time, there are various types of the bearing failures but the most common are …
the same time, there are various types of the bearing failures but the most common are …
Possibilities of decreasing induction motor bearing currents
This paper describes possibilities for reduction of bearing currents in induction motors.
Growing usage of motors running with variable speed drives, the problems of bearing …
Growing usage of motors running with variable speed drives, the problems of bearing …
The Impact of Load on Global Parameters of Electrical Machines in Case of Healthy and Broken Rotor Bars
Nowadays, electrical machines and drive systems are used in numerous domestic and
industrial applications. Due to this fact, unexpected failures can lead to fatal consequences …
industrial applications. Due to this fact, unexpected failures can lead to fatal consequences …