Data Analytics for Renewable Energy Integration. Technologies, Systems and Society

Chapter 2 Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features

Chapter 3 Sampling Strategies for Representative Time Series in Load Flow Calculations

Chapter 4 Probabilistic Graphs for Sensor Data-Driven Modelling of Power Systems at Scale

Chapter 5 Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation

Chapter 6 Deep Learning for Wave Height Classification in Satellite Images for Offshore Wind Access

Chapter 7 Machine Learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application

Chapter 8 Clustering River Basins Using Time-Series Data Mining on Hydroelectric Energy Generation

Chapter 9 Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities

Chapter 10 Intelligent Monitoring of Transformer Insulation Using Convolutional Neural Networks

Chapter 11 Nonintrusive Load Monitoring Based on Deep Learning

Chapter 12 Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates