Analýza a zpracování dat z energetického provozu
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Vysoká škola báňská – Technická univerzita Ostrava
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Abstract
The topic of the bachelor thesis is the analysis and processing of real data from energy operation obtained from the digital archive of the turbogenerator control system. The aim of the thesis is to understand the collected data, visualize it appropriately, identify patterns and relationships in it, select modern methods for processing and time series analysis, implement these methods and present the results. The introductory part of the thesis is devoted to the description of the problem itself, the analyzed technology and the measured variables on the turbogenerator. The main part focuses on the description of the selected methods, analysis, interpretation and visualization of the results. In the final part, verification of the obtained results of the analysis is performed and essential findings that could be beneficial for the improvement of the turbogenerator operation are summarized.
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data analysis, data processing, time series, prediction, turbogenerator, power operation, modelling