Cheng Fan 
- (2023): Interpretation and explanation of convolutional neural network-based fault diagnosis model at the feature-level for building energy systems. Dans: Energy and Buildings, v. 295 (septembre 2023).
- (2023): Leveraging graph convolutional networks for semi-supervised fault diagnosis of HVAC systems in data-scarce contexts. Dans: Building Simulation, v. 16, n. 8 (juin 2023).
- (2023): Real-time machine learning-based recognition of human thermal comfort-related activities using inertial measurement unit data. Dans: Energy and Buildings, v. 294 (septembre 2023).
- (2022): Clear sky color modeling based on BP neural network. Dans: Building and Environment, v. 226 (décembre 2022).
- (2022): Hierarchical structure and transfer mechanism to assess the scheduling-related risk in construction of prefabricated buildings: an integrated ISM–MICMAC approach. Dans: Engineering, Construction and Architectural Management, v. 30, n. 7 (mai 2022).
- (2022): Probabilistic electrical load forecasting for buildings using Bayesian deep neural networks. Dans: Journal of Building Engineering, v. 46 (avril 2022).
- (2022): Research on three-part heating cost method based on heating consumption reallocation and game theory. Dans: Energy and Buildings, v. 261 (avril 2022).
- (2022): A novel image-based transfer learning framework for cross-domain HVAC fault diagnosis: From multi-source data integration to knowledge sharing strategies. Dans: Energy and Buildings, v. 262 (mai 2022).
- (2022): Distance measures in building informatics: An in-depth assessment through typical tasks in building energy management. Dans: Energy and Buildings, v. 258 (mars 2022).
- (2021): Quantitative assessments on advanced data synthesis strategies for enhancing imbalanced AHU fault diagnosis performance. Dans: Energy and Buildings, v. 252 (décembre 2021).
- (2021): A novel deep generative modeling-based data augmentation strategy for improving short-term building energy predictions. Dans: Building Simulation, v. 15, n. 2 (août 2021).
- (2021): Assessment of long short-term memory and its modifications for enhanced short-term building energy predictions. Dans: Journal of Building Engineering, v. 43 (novembre 2021).
- (2021): Cooling load disaggregation using a NILM method based on random forest for smart buildings. Dans: Sustainable Cities and Society, v. 74 (novembre 2021).
- (2021): Data-driven model predictive control for power demand management and fast demand response of commercial buildings using support vector regression. Dans: Building Simulation, v. 15, n. 3 (septembre 2021).
- (2021): An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems. Dans: Building and Environment, v. 203 (octobre 2021).
- (2021): Investigation of outdoor pedestrian shading preference under several thermal environment using remote sensing images. Dans: Building and Environment, v. 200 (août 2021).
- (2021): A study on semi-supervised learning in enhancing performance of AHU unseen fault detection with limited labeled data. Dans: Sustainable Cities and Society, v. 70 (juillet 2021).
- (2021): Statistical characterization of semi-supervised neural networks for fault detection and diagnosis of air handling units. Dans: Energy and Buildings, v. 234 (mars 2021).
- (2020): Development of an ANN-based building energy model for information-poor buildings using transfer learning. Dans: Building Simulation, v. 14, n. 1 (novembre 2020).
- (2020): Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches. Dans: Building Simulation, v. 14, n. 1 (novembre 2020).
- (2020): Advanced data analytics for building energy modeling and management. Dans: Building Simulation, v. 14, n. 1 (novembre 2020).
- (2018): Mining big building operational data for improving building energy efficiency: A case study. Dans: Building Services Engineering Research and Technology, v. 39, n. 1 (janvier 2018).
- (2016): Retrofitting building fire service water tanks as chilled water storage for power demand limiting. Dans: Building Services Engineering Research and Technology, v. 38, n. 1 (décembre 2016).
- (2014): Data mining in building automation system for improving building operational performance. Dans: Energy and Buildings, v. 75 (juin 2014).
- (2019): A proactive fault detection and diagnosis method for variable-air-volume terminals in building air conditioning systems. Dans: Energy and Buildings, v. 183 (janvier 2019).
- (2018): An experimental study on time-based start defrosting control strategy optimization for an air source heat pump unit with frost evenly distributed and melted frost locally drained. Dans: Energy and Buildings, v. 178 (novembre 2018).
- (2020): Responses of reinforced soil retaining walls subjected to horizontal and vertical seismic loadings. Dans: Soil Dynamics and Earthquake Engineering, v. 129 (février 2020).
- (2015): A framework for knowledge discovery in massive building automation data and its application in building diagnostics. Dans: Automation in Construction, v. 50 (février 2015).
- (2018): Building energy savings: Analysis of research trends based on text mining. Dans: Automation in Construction, v. 96 (décembre 2018).
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