Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy 5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised Selected Papers /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Woon, Wei Lee (Επιμελητής έκδοσης), Aung, Zeyar (Επιμελητής έκδοσης), Kramer, Oliver (Επιμελητής έκδοσης), Madnick, Stuart (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Lecture Notes in Computer Science, 10691
• Θέματα: Computer science.; Renewable energy resources.; Computer communication systems.; Data mining.; Artificial intelligence.; Renewable energy sources.; Alternate energy sources.; Green energy industries.; Energy industries.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Communication Networks.; Data Mining and Knowledge Discovery.; Renewable and Green Energy.; Energy Economics.

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. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book and handle...

Πίνακας περιεχομένων:

• 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.