Day-Ahead Photovoltaic Forecasting: A Comparison of the Most Effective Techniques

Alfredo Nespoli, Emanuèle Ogliari, Sonia Leva, +4

Energies

EngineeringForecasting PerformancePhotovoltaic SystemPhotovoltaic Power StationPhotovoltaics +14

Machine Learning techniques for solar irradiation nowcasting: Cloud type classification forecast through satellite data and imagery

Alfredo Nespoli, Alessandro Niccolai, Emanuèle Ogliari, +3

Applied Energy

Earth ObservationEngineeringMachine LearningData SciencePattern Recognition +9

User Behavior Clustering Based Method for EV Charging Forecast

Alfredo Nespoli, Emanuèle Ogliari, Sonia Leva

IEEE Access

Cumulative Energy ForecastElectrical EngineeringEngineeringData ScienceSmart Grid +13

A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting

Alfredo Nespoli, Sonia Leva, Marco Mussetta, +1

IEEE Access

Forecasting MethodologyEngineeringMachine LearningSelective Ensemble ApproachEffective Forecasting +14

PV Plant Power Nowcasting: A Real Case Comparative Study With an Open Access Dataset

Sonia Leva, Alfredo Nespoli, Silvia Pretto, +2

IEEE Access

Forecasting MethodologyEngineeringVirtual Power PlantPhotovoltaic SystemEnergy Systems +18

A New Probabilistic Ensemble Method for an Enhanced Day-Ahead PV Power Forecast

Silvia Pretto, Emanuèle Ogliari, Alessandro Niccolai, +1

IEEE Journal of Photovoltaics

Forecasting MethodologyProbabilistic ForecastingEngineeringSmart GridEnergy Management +13

Electrical Load Forecast by Means of LSTM: The Impact of Data Quality

Alfredo Nespoli, Emanuèle Ogliari, Silvia Pretto, +3

Forecasting

Forecasting MethodologyEngineeringMachine LearningItalian Industrial LoadBusiness Analytics +17

Day Ahead Electric Load Forecast: A Comprehensive LSTM-EMD Methodology and Several Diverse Case Studies

Michael James Wood, Emanuèle Ogliari, Alfredo Nespoli, +2

Forecasting

Forecasting MethodologyEngineeringMachine LearningEmpirical Mode DecompositionData Science +15

Robust 24 Hours ahead Forecast in a Microgrid: A Real Case Study

Alfredo Nespoli, Marco Mussetta, Emanuèle Ogliari, +3

Electronics

Forecasting MethodologyEngineeringPower Grid OperationDistributed Energy GenerationIntelligent Energy System +16

Implementation of Different PV Forecast Approaches in a MultiGood MicroGrid: Modeling and Experimental Results

Simone Polimeni, Alfredo Nespoli, Sonia Leva, +2

Processes

Distributed Energy SystemEngineeringEnergy EfficiencyVirtual Power PlantDistributed Energy Generation +17