Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy: 5th Ecml Pkdd Workshop, Dare 2017, Sko

ISBN-13: 9783319716428 / Angielski / Miękka / 2017 / 133 str.

Wei Lee Woon; Zeyar Aung; Oliver Kramer

Opis

This book constitutes revised selected papers from the 5th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2017, held in Skopje, Macedonia, in September 2017.

Spis treści

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.