Sökning: "wind farm clustering"

Hittade 3 uppsatser innehållade orden wind farm clustering.

  1. 1. The Wake Effect and Wind Farm Clustering

    Master-uppsats, Lunds universitet/Institutionen för energivetenskaper

    Författare :Igor Ciric; [2021]
    Nyckelord :wake effect impact; wake mitigation measures; farm to farm wakes; Southern Middle Bank; wind farm clustering; Technology and Engineering;

    Sammanfattning : 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. LÄS MER

  3. 2. Data analysis and wake modelling ofthe Lillgrund wind farm

    Master-uppsats, KTH/Strömningsmekanik och Teknisk Akustik

    Författare :Alessandro Sebastiani; [2019]
    Nyckelord :;

    Sammanfattning : 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. LÄS MER

  4. 3. Wind Turbine Performance Assessment Modeling Using Machine Learning Method for Condition Based Maintenance

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Qiuyi Huang; [2018]
    Nyckelord :;

    Sammanfattning : 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. LÄS MER