Xuejun Zhang
- (2024): Effect of aging on micromechanical behavior of asphalt surfaces using an atomic force microscope. In: Case Studies in Construction Materials, v. 20 (July 2024).
- (2023): Preparation and performance of piezoelectric transducer packaged with 3D printing. In: Energy and Buildings, v. 291 (July 2023).
- (2022): Causal discovery-based external attention in neural networks for accurate and reliable fault detection and diagnosis of building energy systems. In: Building and Environment, v. 222 (August 2022).
- (2022): Causal discovery and inference-based fault detection and diagnosis method for heating, ventilation and air conditioning systems. In: Building and Environment, v. 212 (March 2022).
- (2021): Federated learning-based short-term building energy consumption prediction method for solving the data silos problem. In: Building Simulation, v. 15, n. 6 (December 2021).
- (2022): A semantic model-based fault detection approach for building energy systems. In: Building and Environment, v. 207 (January 2022).
- (2021): Probabilistic graphical models in energy systems: A review. In: Building Simulation, v. 15, n. 5 (October 2021).
- (2021): Analytic hierarchy process-based fuzzy post mining method for operation anomaly detection of building energy systems. In: Energy and Buildings, v. 252 (December 2021).
- (2021): A real-time abnormal operation pattern detection method for building energy systems based on association rule bases. In: Building Simulation, v. 15, n. 1 (29 September 2021).
- (2021): A knowledge-guided and data-driven method for building HVAC systems fault diagnosis. In: Building and Environment, v. 198 (July 2021).
- (2021): A comprehensive investigation of knowledge discovered from historical operational data of a typical building energy system. In: Journal of Building Engineering, v. 42 (October 2021).
- (2021): Generic visual data mining-based framework for revealing abnormal operation patterns in building energy systems. In: Automation in Construction, v. 125 (May 2021).
- (2019): Experimental analysis on the decoupling of temperature and humidity by using a double circuit cooling coil. In: Science and Technology for the Built Environment, v. 25, n. 7 (2 August 2019).
- (2014): A novel hybrid steady-state model based controller for simultaneous indoor air temperature and humidity control. In: Energy and Buildings, v. 68 (January 2014).
- (2020): A hybrid deep learning-based method for short-term building energy load prediction combined with an interpretation process. In: Energy and Buildings, v. 225 (October 2020).
- (2020): A post mining method for extracting value from massive amounts of building operation data. In: Energy and Buildings, v. 223 (September 2020).
- (2019): A proactive fault detection and diagnosis method for variable-air-volume terminals in building air conditioning systems. In: Energy and Buildings, v. 183 (January 2019).
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