Latest Research in Building Energy and Comfort Optimization

17 research papers · 2026 median publication year

Top Research Topics in Building Energy and Comfort Optimization

Highest-Cited Papers

  1. Toward precision and intelligence: The convergence and evolution of artificial intelligence, data science, and control theory in building HVAC load forecasting
  2. Does causality matter? How incorporating cause-and-effect relationships benefits occupant-centric building control
  3. When Nighttime Setback Becomes Counterproductive: The Influence of Building Heat Loss Coefficient on Air-to-Air Heat Pump Performance
  4. Optimal soft early-stop of multi-chiller plants for effective utilization of passive cold storage in buildings
  5. Demand Response-Oriented Regulation and Optimization of Air-Conditioning Systems for Metro Stations with Platform Screen Doors
  6. Mitigating Physically Implausible Energy Performance Forecasting in Residential Buildings Using Logarithmic Transformation-Based Machine Learning Analysis: A Case Study Using RECS and ResStock Datasets
  7. Smart HVAC Control Strategies for Optimizing Thermal Comfort and Energy Efficiency in Omani Residential Buildings Under Extreme Heat Conditions
  8. Design, implementation and validation of a web-based dynamic simulation platform for pumped storage hydropower plant control systems
  9. A proposed hybrid machine learning and physics-based optimization framework for energy-efficient smart buildings
  10. A review of artificial intelligence data-driven methods in building energy management: A comprehensive application-based of recent advances
  11. Deep learning architectures for autonomous feature selection in residential energy modelling
  12. Performance evaluation and intelligent control of electric vehicle R290 heat pump/air conditioning system based on reinforcement learning
  13. Hybrid ML-LTI control of AHU supply air temperature with comfort-energy metrics
  14. Conformal Prediction Regions for Continuous-Time Trajectories under Random Sampling
  15. A Trans-Domain Digital Twin for Bio-Aware Control of Climate and Energy in Cattle Fattening Barns Using Single-Episode Optimizer Learning
  16. Assessing consumer choice projections in energy system models: A heat pump case study
  17. Spectral Pre-Filtering for Context-Adaptive Sensor Fusion: A Four-Role FFT-GDCB Integration for High-Stakes Decision Systems
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L3 Region - - 2026 Sep Q3

Building Energy and Comfort Optimization

17 papers

Top Topics (7)

Building Energy and Comfort Optimization11
Cavitation Phenomena in Pumps1
Refrigeration and Air Conditioning Technologies1
Systems and Control1
Software Engineering1
Integrated Energy Systems Optimization1
Machine Learning1

Top Publications (17)

1.Toward precision and intelligence: The convergence and evolution of artificial intelligence, data science, and control theory in building HVAC load forecasting2.Does causality matter? How incorporating cause-and-effect relationships benefits occupant-centric building control3.When Nighttime Setback Becomes Counterproductive: The Influence of Building Heat Loss Coefficient on Air-to-Air Heat Pump Performance4.Optimal soft early-stop of multi-chiller plants for effective utilization of passive cold storage in buildings5.Demand Response-Oriented Regulation and Optimization of Air-Conditioning Systems for Metro Stations with Platform Screen Doors6.Mitigating Physically Implausible Energy Performance Forecasting in Residential Buildings Using Logarithmic Transformation-Based Machine Learning Analysis: A Case Study Using RECS and ResStock Datasets7.Smart HVAC Control Strategies for Optimizing Thermal Comfort and Energy Efficiency in Omani Residential Buildings Under Extreme Heat Conditions8.Design, implementation and validation of a web-based dynamic simulation platform for pumped storage hydropower plant control systems9.A proposed hybrid machine learning and physics-based optimization framework for energy-efficient smart buildings10.A review of artificial intelligence data-driven methods in building energy management: A comprehensive application-based of recent advances11.Deep learning architectures for autonomous feature selection in residential energy modelling12.Performance evaluation and intelligent control of electric vehicle R290 heat pump/air conditioning system based on reinforcement learning13.Hybrid ML-LTI control of AHU supply air temperature with comfort-energy metrics14.Conformal Prediction Regions for Continuous-Time Trajectories under Random Sampling15.A Trans-Domain Digital Twin for Bio-Aware Control of Climate and Energy in Cattle Fattening Barns Using Single-Episode Optimizer Learning16.Assessing consumer choice projections in energy system models: A heat pump case study17.Spectral Pre-Filtering for Context-Adaptive Sensor Fusion: A Four-Role FFT-GDCB Integration for High-Stakes Decision Systems
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