Data Analytics for Renewable Energy Integration. Technologies, Systems and Society 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Woon, Wei Lee (Editor, http://id.loc.gov/vocabulary/relators/edt), Aung, Zeyar (Editor, http://id.loc.gov/vocabulary/relators/edt), Catalina Feliú, Alejandro (Editor, http://id.loc.gov/vocabulary/relators/edt), Madnick, Stuart (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Lecture Notes in Artificial Intelligence ; 11325
• Subjects: Artificial intelligence.; Computer communication systems.; Data mining.; Renewable energy resources.; Energy policy.; Energy and state.; Artificial Intelligence.; Computer Communication Networks.; Data Mining and Knowledge Discovery.; Renewable and Green Energy.; Energy Policy, Economics and Management.

This book constitutes the revised selected papers from the 6th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, held in Dublin, Ireland, in September 2018. The 9 papers presented in this volume were carefully reviewed and selected for inclusion in this book and handl...

Table of Contents:

• Mathematical Optimization of Design Parameters of Photovoltaic Module
• Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features
• Sampling Strategies for Representative Time Series in Load Flow Calculations
• Probabilistic Graphs for Sensor Data-driven Modelling of Power Systems at Scale
• Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation
• Deep Learning for Wave Height Classification in Satellite Images for Offshore Wind Access
• Contribution Machine learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application
• Clustering River Basins using Time-Series Data Mining on Hydroelectric Energy Generation
• Short-Term Electricity Consumption Forecast using Datasets of Various Granularities?
• Intelligent Monitoring of Transformer Insulation using Convolutional Neural Networks
• Nonintrusive Load Monitoring based on Deep Learning
• Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates.