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Data analytics for renewable energy integration : third ecml pkdd workshop.

Publisher: [Place of publication not identified] : Springer, 2016.
Edition/Format:   Print book : English

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  Read more...


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Document Type: Book
ISBN: 3319274295 9783319274294
OCLC Number: 927401112
Description: pages
Contents: 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.


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