Zheng Liu 
- (2024): Personalized federated learning for buildings energy consumption forecasting. In: Energy and Buildings, v. 323 (November 2024).
- (2024): Capturing and modeling reality to enhance the built environment. In: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 51, n. 4 (April 2024).
- (2024): Multi-task deep learning for large-scale buildings energy management. In: Energy and Buildings, v. 307 (March 2024).
- (2023): A novel feature extraction method based on symbol-scale diversity entropy and its application for fault diagnosis of rotary machines. In: Structural Health Monitoring, v. 23, n. 3 (September 2023).
- (2023): Abnormal energy consumption detection using ensemble model for water chilling unit on HVAC system. In: Energy and Buildings, v. 297 (October 2023).
- (2023): An adaptive federated learning system for community building energy load forecasting and anomaly prediction. In: Energy and Buildings, v. 295 (September 2023).
- (2023): Enhancing the Performance of LSSVM Model in Predicting Rock Fragmentation Size Via Optimization Algorithms. In: KSCE Journal of Civil Engineering, v. 27, n. 9 (June 2023).
- (2023): A Case Study of Cutting Performance by a Transverse Cutting Head Based on Three-Dimensional Particle Flow Model. In: KSCE Journal of Civil Engineering, v. 27, n. 5 (March 2023).
- (2023): A novel vibration indicator to monitor gear natural fatigue pitting propagation. In: Structural Health Monitoring, v. 22, n. 5 (February 2023).
- (2023): A cyclostationarity-based wear monitoring framework of spur gears in intelligent manufacturing systems. In: Structural Health Monitoring, v. 22, n. 5 (February 2023).
- (2022): A probabilistic model for fatigue crack growth prediction based on closed-form solution. In: Structures, v. 44 (October 2022).
- (2022): Enhancing concrete sulfate resistance by adding NaCl. In: Construction and Building Materials, v. 322 (March 2022).
- (2019): Predictive Analytics of In-Service Bridge Structural Performance from SHM Data Mining Perspective: a Case Study. In: Shock and Vibration, v. 2019 (January 2019).
- (2021): Measure point arrangement strategy for in-service continuous girder bridge SHM with consideration of structural robustness (Special Issue of ICAST 2019). In: Journal of Intelligent Material Systems and Structures, v. 32, n. 10 (18 January 2021).
- (2022): Freeway Traffic State Estimation Method Based on Multisource Data. In: Journal of Transportation Engineering, Part A: Systems, v. 148, n. 4 (April 2022).
- (2022): Predictive analytics for building power demand: Day-ahead forecasting and anomaly prediction. In: Energy and Buildings, v. 255 (January 2022).
- (2021): An improved alternative queuing method for occupational health and safety risk assessment and its application to construction excavation. In: Automation in Construction, v. 126 (June 2021).
- (2021): Evacuation Traffic Management under Low Visibility and Toxic-Gas Leakage Disasters. In: Journal of Transportation Engineering, Part A: Systems, v. 147, n. 1 (January 2021).
- (2020): Modified Algorithm of Anchor Cable Force in a Suspension Bridge Based on the Cable-beam Composite Structure. In: Journal of Highway and Transportation Research and Development (English Edition), v. 14, n. 1 (March 2020).
- (2021): Improvement of Analytic Hierarchy Process Based on Grey Correlation Model and Its Engineering Application. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 7, n. 2 (June 2021).
- (2020): A data-driven approach for pipe deformation prediction based on soil properties and weather conditions. In: Sustainable Cities and Society, v. 55 (April 2020).
- (2020): Human Reliability Assessment of Ergonomic Interaction Design for Engineering Software Based on Entropy–FTA–Delphi. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 6, n. 3 (September 2020).
- (2019): Occupancy prediction model for open-plan offices using real-time location system and inhomogeneous Markov chain. In: Building and Environment, v. 152 (April 2019).
- (2019): In-service bridge SHM point arrangement with consideration of structural robustness. In: Journal of Civil Structural Health Monitoring, v. 9, n. 4 (September 2019).
- (2019): Improved analytical prediction of ground frost heave during tunnel construction using artificial ground freezing technique. In: Tunnelling and Underground Space Technology, v. 92 (October 2019).
- (2010): Exploring the Relationship between Soil Properties and Deterioration of Metallic Pipes Using Predictive Data Mining Methods. In: Journal of Computing in Civil Engineering, v. 24, n. 3 (May 2010).
- (2010): Earthquake induced damage classification for reinforced concrete buildings. In: Structural Safety, v. 32, n. 2 (March 2010).
- (2017): Analysis of the Damage to the Aeolian sand Concrete Surfaces Caused by Wind-Sand Erosion. In: Journal of Advanced Concrete Technology, v. 15, n. 12 ( 2017).
- (2012): Improving laser image resolution for pitting corrosion measurement using Markov random field method. In: Automation in Construction, v. 21 (January 2012).
- (2012): Prediction of lateral spread displacement: data-driven approaches. In: Bulletin of Earthquake Engineering, v. 10, n. 5 (May 2012).
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