Data Analytics for Renewable Energy Integration
Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers
Published on 14. December 2015
VII, 155 pages
978-3-319-27430-0 (ISBN)
Description
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.
More details
Series
Edition
1st ed. 2015
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Product notice
Reflowable
Illustrations
VII, 155 p. 94 illus. in color.
ISBN-13
978-3-319-27430-0 (9783319274300)
DOI
10.1007/978-3-319-27430-0
Schweitzer Classification
Other editions
Additional editions
Wei Lee Woon | Zeyar Aung | Stuart Madnick
Data Analytics for Renewable Energy Integration
Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers
Book
12/2015
Springer
€53.49
Shipment within 10-15 days
Content
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.
