[1]
|
A Transfer Learning Framework for Predictive Energy-Related Scenarios in Smart Buildings
IEEE Transactions on Industry Applications,
2023
DOI:10.1109/TIA.2022.3179222
|
|
|
[2]
|
Development of a white-box dynamic building thermal model integrated with a heating system
Journal of Building Engineering,
2023
DOI:10.1016/j.jobe.2023.106038
|
|
|
[3]
|
An Integrated Hybrid Thermal Dynamics Model and Energy Aware Optimization Framework for Grid-Interactive Residential Building Management
IEEE Transactions on Industry Applications,
2023
DOI:10.1109/TIA.2022.3224689
|
|
|
[4]
|
Building Performance Simulation for Energy Rationalization
Buildings,
2023
DOI:10.3390/buildings13051122
|
|
|
[5]
|
A physics-based domain adaptation framework for modeling and forecasting building energy systems
Data-Centric Engineering,
2023
DOI:10.1017/dce.2023.8
|
|
|
[6]
|
Variable Structure-Based Control for Dynamic Temperature Setpoint Regulation in Hospital Extreme Healthcare Zones
Energies,
2023
DOI:10.3390/en16104223
|
|
|
[7]
|
Energy modeling and predictive control of environmental quality for building energy management using machine learning
Energy for Sustainable Development,
2023
DOI:10.1016/j.esd.2023.04.017
|
|
|
[8]
|
Demand-side energy flexibility estimation for day-ahead models
Applied Energy,
2023
DOI:10.1016/j.apenergy.2023.121502
|
|
|
[9]
|
A mixed integer linear programming-based simple method for optimizing the design and operation of space heating and domestic hot water hybrid systems in residential buildings
Energy Conversion and Management,
2023
DOI:10.1016/j.enconman.2023.117326
|
|
|
[10]
|
Component model calibration using typical AHU data for improved prediction of daily heat source energy consumption
Journal of Building Engineering,
2023
DOI:10.1016/j.jobe.2023.107376
|
|
|
[11]
|
An Integrated Hybrid Thermal Dynamics Model and Energy Aware Optimization Framework for Grid-Interactive Residential Building Management
IEEE Transactions on Industry Applications,
2023
DOI:10.1109/TIA.2022.3224689
|
|
|
[12]
|
A Transfer Learning Framework for Predictive Energy-Related Scenarios in Smart Buildings
IEEE Transactions on Industry Applications,
2023
DOI:10.1109/TIA.2022.3179222
|
|
|
[13]
|
Energy modeling and predictive control of environmental quality for building energy management using machine learning
Energy for Sustainable Development,
2023
DOI:10.1016/j.esd.2023.04.017
|
|
|
[14]
|
Development of a white-box dynamic building thermal model integrated with a heating system
Journal of Building Engineering,
2023
DOI:10.1016/j.jobe.2023.106038
|
|
|
[15]
|
Toward a Fast but Reliable Energy Performance Evaluation Method for Existing Residential Building Stock
Energies,
2023
DOI:10.3390/en16093930
|
|
|
[16]
|
A mixed integer linear programming-based simple method for optimizing the design and operation of space heating and domestic hot water hybrid systems in residential buildings
Energy Conversion and Management,
2023
DOI:10.1016/j.enconman.2023.117326
|
|
|
[17]
|
Demand-side energy flexibility estimation for day-ahead models
Applied Energy,
2023
DOI:10.1016/j.apenergy.2023.121502
|
|
|
[18]
|
Demand response strategy applied to planning the operation of an air conditioning system. Application to a medical center
Journal of Building Engineering,
2022
DOI:10.1016/j.jobe.2022.104927
|
|
|
[19]
|
A framework for short-term energy consumption prediction based on room air conditioner group characteristics
Journal of Building Engineering,
2022
DOI:10.1016/j.jobe.2022.104400
|
|
|
[20]
|
Distributed Stochastic Model Predictive Control for Peak Load Limiting in Networked Microgrids With Building Thermal Dynamics
IEEE Transactions on Smart Grid,
2022
DOI:10.1109/TSG.2022.3159365
|
|
|
[21]
|
Understanding and Reducing HVAC Power Consumption Post-Evacuation Events in Commercial Buildings
IEEE Internet of Things Journal,
2022
DOI:10.1109/JIOT.2022.3152138
|
|
|
[22]
|
Demand response strategy applied to planning the operation of an air conditioning system. Application to a medical center
Journal of Building Engineering,
2022
DOI:10.1016/j.jobe.2022.104927
|
|
|
[23]
|
A framework for short-term energy consumption prediction based on room air conditioner group characteristics
Journal of Building Engineering,
2022
DOI:10.1016/j.jobe.2022.104400
|
|
|
[24]
|
Predictive management of the hybrid generation dispatch and the dispatchable demand response in microgrids with heating, ventilation, and air-conditioning (HVAC) systems
Sustainable Energy, Grids and Networks,
2022
DOI:10.1016/j.segan.2022.100857
|
|
|
[25]
|
Analysis of smart thermostat thermal models for residential building
Applied Mathematical Modelling,
2022
DOI:10.1016/j.apm.2022.05.041
|
|
|
[26]
|
Associating indoor air temperature with building spatial design and occupancy features: A statistical analysis on university classrooms
Building and Environment,
2022
DOI:10.1016/j.buildenv.2022.109009
|
|
|
[27]
|
Analysis of smart thermostat thermal models for residential building
Applied Mathematical Modelling,
2022
DOI:10.1016/j.apm.2022.05.041
|
|
|
[28]
|
Prediction of Residential Building’s Solar Installation Energy Demand in Morocco Using Multiple Linear Regression Analysis
Energy Engineering,
2022
DOI:10.32604/ee.2022.020005
|
|
|
[29]
|
An occupant-centered approach to improve both his comfort and the energy efficiency of the building
Knowledge-Based Systems,
2022
DOI:10.1016/j.knosys.2022.108970
|
|
|
[30]
|
Assessing and Monitoring of Building Performance by Diverse Methods
Sustainability,
2022
DOI:10.3390/su14031242
|
|
|
[31]
|
Quantifying the effect of multiple load flexibility strategies on commercial building electricity demand and services via surrogate modeling
Applied Energy,
2022
DOI:10.1016/j.apenergy.2021.118372
|
|
|
[32]
|
An occupant-centered approach to improve both his comfort and the energy efficiency of the building
Knowledge-Based Systems,
2022
DOI:10.1016/j.knosys.2022.108970
|
|
|
[33]
|
Sustainability and Health in Intelligent Buildings
2022
DOI:10.1016/B978-0-323-98826-1.00006-5
|
|
|
[34]
|
Planning and Operation of Active Distribution Networks
Lecture Notes in Electrical Engineering,
2022
DOI:10.1007/978-3-030-90812-6_3
|
|
|
[35]
|
Distributed Stochastic Model Predictive Control for Peak Load Limiting in Networked Microgrids With Building Thermal Dynamics
IEEE Transactions on Smart Grid,
2022
DOI:10.1109/TSG.2022.3159365
|
|
|
[36]
|
An occupant-centered approach to improve both his comfort and the energy efficiency of the building
Knowledge-Based Systems,
2022
DOI:10.1016/j.knosys.2022.108970
|
|
|
[37]
|
Associating indoor air temperature with building spatial design and occupancy features: A statistical analysis on university classrooms
Building and Environment,
2022
DOI:10.1016/j.buildenv.2022.109009
|
|
|
[38]
|
A Novel Learning Algorithm Based on Bayesian Statistics: Modelling Thermostat Adjustments for Heating and Cooling in Buildings
Mathematics,
2022
DOI:10.3390/math10142363
|
|
|
[39]
|
Hybrid Models for Indoor Temperature Prediction Using Long Short Term Memory Networks—Case Study Energy Center
Buildings,
2022
DOI:10.3390/buildings12070933
|
|
|
[40]
|
Analysis of smart thermostat thermal models for residential building
Applied Mathematical Modelling,
2022
DOI:10.1016/j.apm.2022.05.041
|
|
|
[41]
|
Demand response strategy applied to planning the operation of an air conditioning system. Application to a medical center
Journal of Building Engineering,
2022
DOI:10.1016/j.jobe.2022.104927
|
|
|
[42]
|
A framework for short-term energy consumption prediction based on room air conditioner group characteristics
Journal of Building Engineering,
2022
DOI:10.1016/j.jobe.2022.104400
|
|
|
[43]
|
Predictive management of the hybrid generation dispatch and the dispatchable demand response in microgrids with heating, ventilation, and air-conditioning (HVAC) systems
Sustainable Energy, Grids and Networks,
2022
DOI:10.1016/j.segan.2022.100857
|
|
|
[44]
|
Understanding and Reducing HVAC Power Consumption Post-Evacuation Events in Commercial Buildings
IEEE Internet of Things Journal,
2022
DOI:10.1109/JIOT.2022.3152138
|
|
|
[45]
|
An innovative approach to check buildings insulation efficiency using thermal cameras
Ain Shams Engineering Journal,
2022
DOI:10.1016/j.asej.2022.101740
|
|
|
[46]
|
Optimizacion del Costo Eléctrico de Grandes Demandas en Argentina por Medio de la Gestión Predictiva del Sistema de Climatizacion
2022 IEEE Biennial Congress of Argentina (ARGENCON),
2022
DOI:10.1109/ARGENCON55245.2022.9939919
|
|
|
[47]
|
Pervasive Computing and Social Networking
Lecture Notes in Networks and Systems,
2022
DOI:10.1007/978-981-16-5640-8_35
|
|
|
[48]
|
Predictive management of the hybrid generation dispatch and the dispatchable demand response in microgrids with heating, ventilation, and air-conditioning (HVAC) systems
Sustainable Energy, Grids and Networks,
2022
DOI:10.1016/j.segan.2022.100857
|
|
|
[49]
|
Predictive management of the hybrid generation dispatch and the dispatchable demand response in microgrids with heating, ventilation, and air-conditioning (HVAC) systems
Sustainable Energy, Grids and Networks,
2022
DOI:10.1016/j.segan.2022.100857
|
|
|
[50]
|
CNN-LSTM architecture for predictive indoor temperature modeling
Building and Environment,
2021
DOI:10.1016/j.buildenv.2021.108327
|
|
|
[51]
|
Dynamic Simulation-Based Surrogate Model for the Dimensioning of Building Energy Systems
Energies,
2021
DOI:10.3390/en14217141
|
|
|
[52]
|
A data-Driven approach for guiding the occupant’s actions to achieve better comfort in buildings
2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI),
2021
DOI:10.1109/ICTAI52525.2021.00075
|
|
|
[53]
|
Optimizing Occupant Actions to Enhance His Comfort While Reducing Energy Demand in Buildings
2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS),
2021
DOI:10.1109/IDAACS53288.2021.9660912
|
|
|
[54]
|
A Comparative study on state of charge estimation techniques for Lithium-ion Batteries
2021 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia),
2021
DOI:10.1109/ISGTAsia49270.2021.9715593
|
|
|
[55]
|
CNN-LSTM architecture for predictive indoor temperature modeling
Building and Environment,
2021
DOI:10.1016/j.buildenv.2021.108327
|
|
|
[56]
|
Data-driven predictive control for unlocking building energy flexibility: A review
Renewable and Sustainable Energy Reviews,
2021
DOI:10.1016/j.rser.2020.110120
|
|
|
[57]
|
Cold Inflow-Free Solar Chimney
2021
DOI:10.1007/978-981-33-6831-6_8
|
|
|
[58]
|
Feature assessment frameworks to evaluate reduced-order grey-box building energy models
Applied Energy,
2021
DOI:10.1016/j.apenergy.2021.117174
|
|
|
[59]
|
Reinforcement learning for whole-building HVAC control and demand response
Energy and AI,
2020
DOI:10.1016/j.egyai.2020.100020
|
|
|
[60]
|
First results of remote building characterisation based on smart meter measurement data
Energy,
2020
DOI:10.1016/j.energy.2020.117525
|
|
|
[61]
|
An Online Grey-Box Model Based on Unscented Kalman Filter to Predict Temperature Profiles in Smart Buildings
Energies,
2020
DOI:10.3390/en13082097
|
|
|
[62]
|
A Comparative Analysis of Machine Learning Approaches for Short-/Long-Term Electricity Load Forecasting in Cyprus
Sustainability,
2020
DOI:10.3390/su12093612
|
|
|
[63]
|
Buildings Energy Efficiency Analysis and Classification Using Various Machine Learning Technique Classifiers
Energies,
2020
DOI:10.3390/en13133497
|
|
|
[64]
|
Incorporating observed data into early design energy models for life cycle cost and carbon emissions analysis of campus buildings
Energy and Buildings,
2020
DOI:10.1016/j.enbuild.2020.110279
|
|
|
[65]
|
Coordinated planning of distributed WT, shared BESS and individual VESS using a two-stage approach
International Journal of Electrical Power & Energy Systems,
2020
DOI:10.1016/j.ijepes.2019.105380
|
|
|
[66]
|
Structured modelling from data and optimal control of the cooling system of a large business center
Journal of Building Engineering,
2020
DOI:10.1016/j.jobe.2019.101043
|
|
|
[67]
|
Demand Response Strategy Applied to Residential Electric Water Heaters Using Dynamic Programming and K-Means Clustering
IEEE Transactions on Sustainable Energy,
2020
DOI:10.1109/TSTE.2019.2897288
|
|
|
[68]
|
Multi-Building Systems Thermal and Energy Management via Geothermal Heat Pump
IFAC-PapersOnLine,
2020
DOI:10.1016/j.ifacol.2020.12.1660
|
|
|
[69]
|
Control Predictivo Conjunto del Despacho de Generación Híbrida y de la Demanda Incluyendo Climatización en Microrredes
2020 IEEE Congreso Bienal de Argentina (ARGENCON),
2020
DOI:10.1109/ARGENCON49523.2020.9505578
|
|
|
[70]
|
Multi-Building Systems Thermal and Energy Management via Geothermal Heat Pump
IFAC-PapersOnLine,
2020
DOI:10.1016/j.ifacol.2020.12.1660
|
|
|
[71]
|
Home Appliance Modelling and Control for Demand Response Applications
2019 International Conference on Electrical and Computing Technologies and Applications (ICECTA),
2019
DOI:10.1109/ICECTA48151.2019.8959539
|
|
|
[72]
|
A novel energy scheduling framework for reliable and economic operation of islanded and grid-connected microgrids
Electric Power Systems Research,
2019
DOI:10.1016/j.epsr.2019.02.010
|
|
|
[73]
|
Can semi-parametric additive models outperform linear models, when forecasting indoor temperatures in free-running buildings?
Energy and Buildings,
2019
DOI:10.1016/j.enbuild.2019.03.048
|
|
|
[74]
|
Artificial neural network prediction models of stratified thermal energy storage system and borehole heat exchanger for model predictive control
Science and Technology for the Built Environment,
2019
DOI:10.1080/23744731.2018.1557464
|
|
|
[75]
|
Energy saving potentials of a photovoltaic assisted heat pump for hybrid building heating system via optimal control
Journal of Building Engineering,
2019
DOI:10.1016/j.jobe.2019.100854
|
|
|
[76]
|
A generalization approach for reduced order modelling of commercial buildings
Journal of Building Performance Simulation,
2019
DOI:10.1080/19401493.2019.1641554
|
|
|
[77]
|
Overview of the use of artificial neural networks for energy‐related applications in the building sector
International Journal of Energy Research,
2019
DOI:10.1002/er.4706
|
|
|
[78]
|
A Grey-box Model Based on Unscented Kalman Filter to Estimate Thermal Dynamics in Buildings
2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe),
2019
DOI:10.1109/EEEIC.2019.8783974
|
|
|
[79]
|
A Network of BIMGs Participating in Demand Response Using EVs and HVAC Units
2019 IEEE 7th International Conference on Smart Energy Grid Engineering (SEGE),
2019
DOI:10.1109/SEGE.2019.8859787
|
|
|
[80]
|
Artificial neural network prediction models of stratified thermal energy storage system and borehole heat exchanger for model predictive control
Science and Technology for the Built Environment,
2019
DOI:10.1080/23744731.2018.1557464
|
|
|
[81]
|
A review of data-driven building energy consumption prediction studies
Renewable and Sustainable Energy Reviews,
2018
DOI:10.1016/j.rser.2017.04.095
|
|
|
[82]
|
A review on contemporary computational programs for Building's life-cycle energy consumption and greenhouse-gas emissions assessment: An empirical study in Australia
Journal of Cleaner Production,
2018
DOI:10.1016/j.jclepro.2017.11.130
|
|
|
[83]
|
Integrated Uncertainty in Knowledge Modelling and Decision Making
Lecture Notes in Computer Science,
2018
DOI:10.1007/978-3-319-75429-1_19
|
|
|
[84]
|
On the Evolution and Application of the Thermal Network Method for Energy Assessments in Buildings
Energies,
2018
DOI:10.3390/en11040890
|
|
|
[85]
|
Description and assessment of the building surface temperature modeling in LASER/F
Energy and Buildings,
2018
DOI:10.1016/j.enbuild.2018.05.033
|
|
|
[86]
|
Forecasting indoor temperatures during heatwaves using time series models
Building and Environment,
2018
DOI:10.1016/j.buildenv.2018.07.045
|
|
|
[87]
|
Identification of a thermal building model by learning the dynamics of the solar flux
2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP),
2017
DOI:10.1109/MLSP.2017.8168112
|
|
|
[88]
|
Application of building-dynamics-based control strategies to improve air-conditioning performance in educational buildings
Advances in Building Energy Research,
2017
DOI:10.1080/17512549.2016.1174736
|
|
|
[89]
|
A Data Driven Pre-cooling Framework for Energy Cost Optimization in Commercial Buildings
Proceedings of the Eighth International Conference on Future Energy Systems - e-Energy '17,
2017
DOI:10.1145/3077839.3077847
|
|
|
[90]
|
Aggregation of state variables in an RC model
Building Services Engineering Research and Technology,
2017
DOI:10.1177/0143624417723159
|
|
|
[91]
|
Parametric system identification using deep convolutional neural networks
2017 International Joint Conference on Neural Networks (IJCNN),
2017
DOI:10.1109/IJCNN.2017.7966110
|
|
|
[92]
|
An ANN-GA Semantic Rule-Based System to Reduce the Gap Between Predicted and Actual Energy Consumption in Buildings
IEEE Transactions on Automation Science and Engineering,
2017
DOI:10.1109/TASE.2015.2490141
|
|
|
[93]
|
A generalization approach for reduced order modelling of commercial buildings
Energy Procedia,
2017
DOI:10.1016/j.egypro.2017.07.401
|
|
|
[94]
|
A Data Driven Pre-cooling Framework for Energy Cost Optimization in Commercial Buildings
Proceedings of the Eighth International Conference on Future Energy Systems,
2017
DOI:10.1145/3077839.3077847
|
|
|
[95]
|
Coupling building thermal network and control system, the first step to smart buildings
2016 IEEE International Smart Cities Conference (ISC2),
2016
DOI:10.1109/ISC2.2016.7580820
|
|
|
[96]
|
A Simplified Thermal Model to Control the Energy Fluxes and to Improve the Performance of Buildings
Energy Procedia,
2016
DOI:10.1016/j.egypro.2016.11.013
|
|
|
[97]
|
Estimation of temperature correlation with household electricity demand for forecasting application
IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society,
2016
DOI:10.1109/IECON.2016.7793935
|
|
|
[98]
|
Toward building energy management: Electric analog modeling for thermal behavior simulation
2016 IEEE International Conference on Sustainable Energy Technologies (ICSET),
2016
DOI:10.1109/ICSET.2016.7811790
|
|
|
[99]
|
Hourly Calculation Method of Air Source Heat Pump Behavior
Buildings,
2016
DOI:10.3390/buildings6020016
|
|
|
[100]
|
Integrating building performance simulation in agent-based modeling using regression surrogate models: A novel human-in-the-loop energy modeling approach
Energy and Buildings,
2016
DOI:10.1016/j.enbuild.2016.06.079
|
|
|