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Unsupervised Machine Learning Anomaly Detection for Multivariate Time-Series Data in Wind Turbine Converters
(2020)
Because wind power is one the main clean energy sources, the demand for wind generated energy has been rapidly increasing all over the world. As wind turbine converter is one of the key components in wind turbine, it is ...
Product-specific manufacturing energy consumption
(2021)
The thesis is a commissioned work by ABB Oy Wiring Accessories. The factory has recently installed energy meters on the electrical lines for the injection molding machines and the task is to examine the energy consumption ...