Data Analytics for Renewable Energy Integration [E-Book] : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers / edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick.
Aung, Zeyar. (editor)
Madnick, Stuart. (editor) / Woon, Wei Lee. (editor)
1st ed. 2015.
Cham : Springer, 2015
VII, 155 p. 94 illus. in color. online resource.
Lecture notes in computer science ; 9518
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Table of Contents:
  • Imitative learning for online planning in microgrids
  • A novel central voltage‐control strategy for smart LV distribution networks
  • Quantifying energy demand in mountainous areas
  • Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination
  • Evaluation of forecasting methods for very small‐scale networks
  • Classification cascades of overlapping feature ensembles for energy time series data
  • Correlation analysis for determining the potential of home energy management systems in Germany
  • Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline
  • An OPTICS clustering‐based anomalous data filtering algorithm for condition monitoring of power equipment
  • Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.