Xiaoning ZHANG

Xiaoning ZHANG

Postdoc@Pengcheng Lab

Xiaoning ZHANG

Dr. Xiaoning Zhang is currently a Postdoctoral Research Fellow at Pengcheng Laboratory. His research interests include Digital Twin, Industrial Intelligence, Artificial Intelligence of Things (AIoT), and Numerical Fire Simulation.

Education Background

2015 - 2019 B.Eng. in Safety Engineering, China University of Petroleum

2019 - 2020 MSc in Fire and Safety Engineering, HK PolyU

2020 - 2024 PhD, Department of BEEE, HK PolyU

2023.02-08 Visiting PhD student, Lund University

Selected Publications

  1. W. Xie, Y. Zeng, X. Zhang*, J. Shi, X. Huang, et al. (2024). Building Digital Twin for Smart Firefighting and AIoT-Powered Super Real-time Fire Forecast. Advanced Engineering Informatics.
  2. X. Zhang, X. Chen, Y. Ding, Y. Zhang, Z. Wang, J. Shi, N. Johansson, X. Huang (2024). Smart real-time evaluation of tunnel fire risk and evacuation safety via computer vision. Safety Science
  3. X. Zhang, Y. Jiang, X. Wu, Z. Nan, J. Shi, Y. Zhang, X. Huang, G. Huang (2023). AIoT-enabled Digital Twin System for Smart Tunnel Fire Safety Management. Developments in Built Environments.
  4. X. Zhang, X. Wu, X. Huang (2022). Smart real-time forecast of transient tunnel fires by a dual-agent deep learning model. Tunnelling and Underground Space Technology, 129, 104631.
  5. W. Xie, X. Zhang, J. Shi, X. Huang, et al. (2024). Real-time spatiotemporal forecast of natural gas jet fire from offshore platform by using deep probability learning. Ocean Engineering, 116658.
  6. Y. Zeng#, X. Zhang#, L. Su, X. Wu, X. Huang (2022). An Artificial Intelligence Software (IFETool) for Building Fire Safety Analysis and Performance-Based Design. Case Studies in Thermal Engineering, 40, 102483.
  7. Y. Zhang, X. Zhang, X. Huang (2023). Design a safe firefighting time (SFT) for major fire disaster emergency response. International Journal of Disaster Risk Reduction, 88, 103606.
  8. X. Wu, X. Zhang, Y. Jiang, X. Huang, G. G. Huang, & A. Usmani (2022). An intelligent tunnel firefighting system and small-scale demonstration, Tunnelling and Underground Space Technology, 120, 104301.
  9. X. Zhang, X. Wu, Y. Park, X. Huang, T. Zhang, F. Xiao, A. Usmani (2020) Perspectives of Big Experimental Database and Artificial Intelligence in Tunnel Fire Research, Tunnelling and Underground Space Technology, 108, 103691.
  10. X. Wu, X. Zhang, X. Huang, F. Xiao, A. Usmani (2021) A Real-time Fire Forecast in Tunnel Based on Big Data and Artificial Intelligence, Building Simulation, 15 (4), 511-524.