Data Analytics for Renewable Energy Integration

Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers
Herausgegeben:Woon, Wei Lee; Aung, Zeyar; Madnick, Stuart

• Broschiertes Buch

Produktbeschreibung

This bookconstitutes revised selected papers from the third ECML PKDD Workshop on DataAnalytics 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 forinclusion in this book.

Produktdetails

• Lecture Notes in Computer Science 9518
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-27429-4
• 1st ed. 2015
• Seitenzahl: 164
• Erscheinungstermin: 15. Dezember 2015
• Englisch
• Abmessung: 235mm x 155mm x 10mm
• Gewicht: 260g
• ISBN-13: 9783319274294
• ISBN-10: 3319274295
• Artikelnr.: 44009037

Inhaltsangabe

Imitative learningfor online planning in microgrids.- A novel central voltage-control strategyfor smart LV distribution networks.- Quantifying energy demand in mountainousareas.- Performance analysis of data mining techniques for improving theaccuracy of wind power forecast combination.- Evaluation of forecasting methodsfor very small-scale networks.- Classification cascades of overlapping featureensembles for energy time series data.- Correlation analysis for determiningthe potential of home energy management systems in Germany.- Predicting hourlyenergy consumption. Can regression modeling improve on an autoregressivebaseline.- An OPTICS clustering-based anomalous data filtering algorithm forcondition monitoring of power equipment.- Argument visualization and narrativeapproaches for collaborative spatial decision making and knowledgeconstruction: A case study for an offshore wind farm project.