Browsing by Keywords "Kalman filter"
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Kalman Filters and their application in motion detection and tracking
(Πανεπιστήμιο Δυτικής Αττικής, 2020-02)During the last decade, breakthroughs in the fields of machine vision and reinforce-ment learning have been made possible thanks to the advancements in machine learning algorithms. ‘Machines’ now can recognize an object ... -
Machine learning methods for predictive maintenance using real-time data and time-frequency analysis
(Πανεπιστήμιο Δυτικής Αττικής, 2023-07-18)In this diploma thesis, different techniques of Predictive Maintenance based on Machine Learning are compared. In particular, the Remaining Useful Life of a ball bearing of the shaft of a Wind Turbine was predicted with ... -
Model-based methodologies for wind turbine performance and condition monitoring: a review
(Πανεπιστήμιο Δυτικής Αττικής, 2023-09-11)The exploitation of wind energy potential for the production of electrical energy from renewable sources has been in a continuous uptrend since the beginning of the 21st century. The demand for larger, more efficient and ...