Machine Learning

Application of machine learning in transformer health analysis
This paper presents the application of machine learning for the purpose of transformer health analysis. The state of the energy …
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Analysis of Transformer Health Index Using Bayesian Statistical Models
Health index (HI) is a very useful tool for rep- resenting the overall health of a complex asset, such as the power transformer, due to …
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Artificial neural networks in analysis of health index of power transformers
Due to the high cost of replacing a power transformer, more and more attention is being paid to its monitoring and preventive …
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Python in Lightning Detection Network Data Analysis
This paper describes usage of several third-party Python (programming language) libraries, which could be seen as very useful for easy …
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Lightning flash-cells detection using machine learning algorithms
The paper presents an analysis of the possibility of applying different machine learning algorithms to the detection of thunderstorm …
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