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Technical University of Munich

Zhe Wang

Zhe Wang, Ph.D.

Room: N3624

E-Mail: dr.zhe.wang@tum.de

Office hours: by arrangement

Curriculum Vitae

  • Since Oct 2025 | Humboldt research fellow at the Engineering Risk Analysis Group, Technical University of Munich
  • Oct 2021 – Sep 2025 | Postdoc, City University of Hong Kong, Hong Kong SAR.
  • Aug 2016 – Jun 2021 | PhD in Electrical Engineering, Tsinghua University, China.
  • Sep 2012 – Jun 2016 | B.E. in Electrical Engineering, Chongqing University, China.

Research

  • Prognostics and Health Management
  • Fault diagnosis
  • Structural Health Monitoring
  • Data-driven model
  • Signal processing

Selected Journal Publications

  • Z. Wang, Z. Wu, X. Li, H. Shao, T. Han, and M. Xie, "Attention-aware Temporal-spatial Graph Neural Network with Multi-sensor Information Fusion for Fault Diagnosis of Machinery Systems," Knowledge-Based Systems, vol. 278, p. 110891, 2023.
  • Z. Wang, L. Yang, X. Fang, H. Zhang, M. Xie, "Image-based Remaining Useful Life Prediction through Adaptation from Simulation to Experimental Domain," Reliability Engineering & System Safety, vol. 255, p. 110668, 2025.
  • Z. Wang, F. Yang, Q. Xu, Y. Wang, H. Yan, and M. Xie, "Capacity estimation of lithium-ion batteries based on data aggregation and feature fusion via graph neural network," Applied Energy, vol. 336, p. 120808, 2023.
  • H. Zhang, Z. Wang*, X. Liu; O. Gaudoin; M. Xie. "Joint optimization of condition-based production and maintenance with mutual production-deterioration dependencies," Reliability Engineering & System Safety, vol. 256, p. 110679, 2025.
  • T. Han, Z. Wang*, and H. Meng, "End-to-end capacity estimation of Lithium-ion batteries with an enhanced long short-term memory network considering domain adaptation," Journal of power sources, vol. 520, p. 230823, 2022.
  • Z. Wang, Y. Ding, Q Xu, T. Han, H. Yan, and M. Xie, "Adaptive Attention-Driven Few-Shot Learning for Robust Fault Diagnosis," IEEE Sensors Journal, vol. 24, pp. 26034-26043, 2024.

Honors and Awards

  • Humboldt Research Fellowship, 2025
  • 2024 IEEE TIM Outstanding Reviewer, IEEE Instrumentation & Measurement Society, 2025
  • IOP Trusted Reviewer, IOP Publishing, 2024
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