Citation Impact
Citing Papers
A review of artificial intelligence based building energy prediction with a focus on ensemble prediction models
2015
Artificial intelligence ‐ driven sustainable development: Examining organizational, technical, and processing approaches to achieving global goals
2023 Standout
SVM-DS fusion based soft fault detection and diagnosis in solar water heaters
2018 Standout
k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement
2017
Genetic algorithm for building envelope calibration
2016
A review on simulation-based optimization methods applied to building performance analysis
2013 Standout
On-Line Building Energy Optimization Using Deep Reinforcement Learning
2018 Standout
A review on the basics of building energy estimation
2013
Comparison and Simulation of Building Thermal Models for Effective Energy Management
2015
Impacts of building geometry modeling methods on the simulation results of urban building energy models
2018 Standout
Energy demand profile generation with detailed time resolution at an urban district scale: A reference building approach and case study
2017
A review of data-driven building energy consumption prediction studies
2017 Standout
Methodologies and Advancements in the Calibration of Building Energy Models
2015
Deep learning for estimating building energy consumption
2016
A review of artificial intelligence based building energy prediction with a focus on ensemble prediction models
2015
Phase change materials for photovoltaic thermal management
2015
Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †
2018
Demand forecasting at low aggregation levels using Factored Conditional Restricted Boltzmann Machine
2016
Forecasting diurnal cooling energy load for institutional buildings using Artificial Neural Networks
2015
Mathematical modeling for short term indoor room temperature forecasting using Box-Jenkins models
2020
Bootstrap techniques for sensitivity analysis and model selection in building thermal performance analysis
2014
A review of sensitivity analysis methods in building energy analysis
2013
Time series forecasting for building energy consumption using weighted Support Vector Regression with differential evolution optimization technique
2016
Optimisation of energy management in commercial buildings with weather forecasting inputs: A review
2014
Predicting residential energy consumption using CNN-LSTM neural networks
2019 Standout
Energy planning and forecasting approaches for supporting physical improvement strategies in the building sector: A review
2016
Deep learning versus traditional machine learning methods for aggregated energy demand prediction
2017
Building electrical energy consumption forecasting analysis using conventional and artificial intelligence methods: A review
2016
A review on time series forecasting techniques for building energy consumption
2017 Standout
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
2018 Standout
A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building
2016
Digitization, Digital Twins, Blockchain, and Industry 4.0 as Elements of Management Process in Enterprises in the Energy Sector
2021 Standout
Variable importance analysis: A comprehensive review
2015 Standout
Parametric analysis of external and internal factors influence on building energy performance using non-linear multivariate regression models
2018 Standout
A review of artificial intelligence based building energy use prediction: Contrasting the capabilities of single and ensemble prediction models
2016
Energy savings by energy management systems: A review
2015 Standout
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network
2017 Standout
Comparison of machine learning methods for estimating energy consumption in buildings
2014
Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning
2016
A global review of energy consumption, CO 2 emissions and policy in the residential sector (with an overview of the top ten CO 2 emitting countries)
2014 Standout
Energy Modelling and Analytics in the Built Environment—A Review of Their Role for Energy Transitions in the Construction Sector
2021
Recent developments in phase change materials for energy storage applications: A review
2018 Standout
A review of recent developments and technological advancements of variable-air-volume (VAV) air-conditioning systems
2016
Works of Arnaud Jay being referenced
Use of Phase Change Material in Order to Maintain the Temperature of Integrated PV Modules at a Reasonable Level
2010
Practical application of uncertainty analysis and sensitivity analysis on an experimental house
2012
State of the art in building modelling and energy performances prediction: A review
2013