Xuejun Zhang
- (2024): Effect of aging on micromechanical behavior of asphalt surfaces using an atomic force microscope. Dans: Case Studies in Construction Materials, v. 20 (juillet 2024).
- (2023): Preparation and performance of piezoelectric transducer packaged with 3D printing. Dans: Energy and Buildings, v. 291 (juillet 2023).
- (2022): Causal discovery-based external attention in neural networks for accurate and reliable fault detection and diagnosis of building energy systems. Dans: Building and Environment, v. 222 (août 2022).
- (2022): Causal discovery and inference-based fault detection and diagnosis method for heating, ventilation and air conditioning systems. Dans: Building and Environment, v. 212 (mars 2022).
- (2021): Federated learning-based short-term building energy consumption prediction method for solving the data silos problem. Dans: Building Simulation, v. 15, n. 6 (décembre 2021).
- (2022): A semantic model-based fault detection approach for building energy systems. Dans: Building and Environment, v. 207 (janvier 2022).
- (2021): Probabilistic graphical models in energy systems: A review. Dans: Building Simulation, v. 15, n. 5 (octobre 2021).
- (2021): Analytic hierarchy process-based fuzzy post mining method for operation anomaly detection of building energy systems. Dans: Energy and Buildings, v. 252 (décembre 2021).
- (2021): A real-time abnormal operation pattern detection method for building energy systems based on association rule bases. Dans: Building Simulation, v. 15, n. 1 (29 septembre 2021).
- (2021): A knowledge-guided and data-driven method for building HVAC systems fault diagnosis. Dans: Building and Environment, v. 198 (juillet 2021).
- (2021): A comprehensive investigation of knowledge discovered from historical operational data of a typical building energy system. Dans: Journal of Building Engineering, v. 42 (octobre 2021).
- (2021): Generic visual data mining-based framework for revealing abnormal operation patterns in building energy systems. Dans: Automation in Construction, v. 125 (mai 2021).
- (2019): Experimental analysis on the decoupling of temperature and humidity by using a double circuit cooling coil. Dans: Science and Technology for the Built Environment, v. 25, n. 7 (2 août 2019).
- (2014): A novel hybrid steady-state model based controller for simultaneous indoor air temperature and humidity control. Dans: Energy and Buildings, v. 68 (janvier 2014).
- (2020): A hybrid deep learning-based method for short-term building energy load prediction combined with an interpretation process. Dans: Energy and Buildings, v. 225 (octobre 2020).
- (2020): A post mining method for extracting value from massive amounts of building operation data. Dans: Energy and Buildings, v. 223 (septembre 2020).
- (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).
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