Woon / Aung / Catalina Feliú Data Analytics for Renewable Energy Integration. Technologies, Systems and Society

6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers
Erscheinungsjahr 2018
ISBN: 978-3-030-04303-2
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 167 Seiten, eBook

Reihe: Lecture Notes in Artificial Intelligence

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 handle topics such as time series forecasting, the detection of faults, cyber security, smart grid and smart cities, technology integration, demand response, and many others.

Zielgruppe

Research

Autoren/Hrsg.

Woon, Wei Lee

Aung, Zeyar

Catalina Feliú, Alejandro

Madnick, Stuart

Inhaltsverzeichnis

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 inthe City of Abu Dhabi, United Arab Emirates.