Interpretable deep learning models for hourly solar radiation prediction based on graph neural network and attention

Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting

(2021) Pratima Kumari et al.   APPLIED ENERGY

Advanced forecasting and disturbance modelling for model predictive control of smart energy systems

(2021) Christian Ankerstjerne Thilker et al.   APPLIED ENERGY

State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field

(2021) Ye Yao et al.   BUILDING AND ENVIRONMENT

Solar radiation prediction using recurrent neural network and artificial neural network: A case study with comparisons

(2020) Zhihong Pang et al.   RENEWABLE ENERGY

Deep learning and transfer learning models of energy consumption forecasting for a building with poor information data

(2020) Yuan Gao et al.   ENERGY AND BUILDINGS

Deep learning framework to forecast electricity demand

(2019) Jatin Bedi et al.   APPLIED ENERGY

Bayesian deep learning based method for probabilistic forecast of day-ahead electricity prices

(2019) Alessandro Brusaferri et al.   APPLIED ENERGY

Short-term solar power forecast with deep learning: Exploring optimal input and output configuration

(2019) Yuchi Sun et al.   SOLAR ENERGY

Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

(2019) Sujan Ghimire et al.   APPLIED ENERGY

Application of mobile positioning occupancy data for building energy simulation: An engineering case study

(2018) Zhihong Pang et al.   BUILDING AND ENVIRONMENT

Control of PV grid connected systems using MPC technique and different inverter configuration models

(2018) Badis Lekouaghet et al.   ELECTRIC POWER SYSTEMS RESEARCH

Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

(2018) Gianluca Serale et al.   Energies

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

(2018) Xiangyun Qing et al.   ENERGY

Implementation of a novel home energy management system (HEMS) architecture with solar photovoltaic system as supplementary source

(2018) Mohammad Shakeri et al.   RENEWABLE ENERGY

Day-ahead probabilistic PV generation forecast for buildings energy management systems

(2018) Wessam El-Baz et al.   SOLAR ENERGY

Market and behavior driven predictive energy management for residential buildings

(2018) Amin Mirakhorli et al.   Sustainable Cities and Society

Estimation of daily global solar radiation using deep learning model

(2018) Kazım Kaba et al.   ENERGY

Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art

(2017) Hélène Thieblemont et al.   ENERGY AND BUILDINGS

Improving energy efficiency via smart building energy management systems: A comparison with policy measures

(2015) Paula Rocha et al.   ENERGY AND BUILDINGS

China's energy consumption in the building sector: A life cycle approach

(2015) Yan Zhang et al.   ENERGY AND BUILDINGS

Managing energy Smart Homes according to energy prices: Analysis of a Building Energy Management System

(2014) Rim Missaoui et al.   ENERGY AND BUILDINGS

Use of model predictive control and weather forecasts for energy efficient building climate control

(2011) Frauke Oldewurtel et al.   ENERGY AND BUILDINGS

Modeling of Daily Solar Energy on a Horizontal Surface for Five Main Sites in Malaysia

(2011) Tamer Khatib et al.   International Journal of Green Energy

Trends in Daily Solar Radiation and Precipitation Coefficients of Variation since 1984

(2011) David Medvigy et al.   JOURNAL OF CLIMATE