Data Analytics for Renewable Energy Integration. Technologies, Systems and Society: 6th Ecml Pkdd Workshop, Dare 2018, Dublin, Ireland, September 10,

ISBN-13: 9783030043025 / Angielski / Miękka / 2018 / 167 str.

Wei Lee Woon; Zeyar Aung; Alejandro Catalina Feliu

Spis treści

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.