Essays about: "wind farm clustering"
Found 3 essays containing the words wind farm clustering.
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1. The Wake Effect and Wind Farm Clustering
University essay from Lunds universitet/Institutionen för energivetenskaperAbstract : The wind energy industry is growing rapidly and as offshore wind expands in the Baltic sea, more and more clusters will be observed. The purpose of this work is to better understand the impact that wakes have on the electricity production for wind farm clusters in the Southern Middle Bank region. READ MORE
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2. Data analysis and wake modelling ofthe Lillgrund wind farm
University essay from KTH/Strömningsmekanik och Teknisk AkustikAbstract : This work consists of two parts: the analysis of the operating data collected at Lillgrund between December 2007 and March 2018, and the implementation and evaluation of three wake models. Operational and meteorological data from the Lillgrund wind farm have been analyzed to assess the aerodynamic efficiency and general performance of the farm. READ MORE
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3. Wind Turbine Performance Assessment Modeling Using Machine Learning Method for Condition Based Maintenance
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis work proposes a performance assessment framework to estimateoperation states of wind turbines for the sake of condition monitoring. Theframework uses the data in the supervisory control and data acquisition systemsas original input and some machine learning methods including K-NearestNeighbour, K-Means Clustering, Support Vector Machine and Artificial NeuralNetwork are implemented to analyze the data. READ MORE