Data Analytics for Renewable Energy Integration Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers /

This book constitutes revised selected papers from the third ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal, in September 2015. The 10 papers presented in this volume were carefully reviewed and selected for inclusion in this book.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Woon, Wei Lee (Editor ), Aung, Zeyar (Editor ), Madnick, Stuart (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Lecture Notes in Artificial Intelligence, 9518
Temas:
Artificial intelligence.
Data mining.
Renewable energy sources.
Computer science-Mathematics.
Energy policy.
Energy and state.
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Renewable Energy.
Mathematics of Computing.
Energy Policy, Economics and Management.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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