Pingfeng Wang

According to our database, Pingfeng Wang authored at least 31 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Physics-informed machine learning for system reliability analysis and design with partially observed information.

Yanwen Xu, Parth Bansal, Pingfeng Wang, Yumeng Li

Reliab. Eng. Syst. Saf., 2025

Multi-fidelity physics-informed convolutional neural network for heat map prediction of battery packs.

Yuan Jiang, Zheng Liu, Pouya Kabirzadeh, Yulun Wu, Yumeng Li, Nenad Miljkovic, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2025

2024

An Iterative Adaptive Vold-Kalman Filter for Nonstationary Signal Decomposition in Mechatronic Transmission Fault Diagnosis Under Variable Speed Conditions.

Yuan Jiang, Yuejian Chen, Pingfeng Wang

IEEE Trans. Ind. Informatics, August, 2024

Optimal sensor placement for permanent magnet synchronous motor condition monitoring using a digital twin-assisted fault diagnosis approach.

Sara Kohtz, Junhan Zhao, Anabel Renteria, Anand Lalwani, Yanwen Xu, Xiaolong Zhang, Kiruba Sivasubramaniam Haran, Debbie G. Senesky, Pingfeng Wang

Reliab. Eng. Syst. Saf., February, 2024

Physics-informed Machine Learning for Battery Pack Thermal Management.

Zheng Liu, Yuan Jiang, Yumeng Li, Pingfeng Wang

CoRR, 2024

Cooling-Guide Diffusion Model for Battery Cell Arrangement.

Nicholas Sung, Liu Zheng, Pingfeng Wang, Faez Ahmed

CoRR, 2024

2023

Adaptive machine learning with physics-based simulations for mean time to failure prediction of engineering systems.

Hao Wu, Yanwen Xu, Zheng Liu, Yumeng Li, Pingfeng Wang

Reliab. Eng. Syst. Saf., December, 2023

Spectral Graph Clustering for Intentional Islanding Operations in Resilient Hybrid Energy Systems.

Jiaxin Wu, Xin Chen, Sobhan Badakhshan, Jie Zhang, Pingfeng Wang

IEEE Trans. Ind. Informatics, April, 2023

Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges.

Yanwen Xu, Sara Kohtz, Jessica Boakye, Paolo Gardoni, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2023

2022

Adaptive surrogate models with partially observed information.

Yanwen Xu, Anabel Renteria, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2022

Graph Learning based Generative Design for Resilience of Interdependent Network Systems.

Jiaxin Wu, Pingfeng Wang

CoRR, 2022

2021

Risk-averse optimization for resilience enhancement of complex engineering systems under uncertainties.

Jiaxin Wu, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2021

Battery asset management with cycle life prognosis.

Xinyang Liu, Zhuoyuan Zheng, I. Esra Büyüktahtakin, Zhi Zhou, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2021

2020

Battery Asset Management with Cycle Life Prognosis.

Xinyang Liu, Pingfeng Wang, Esra Büyüktahtakin Toy, Zhi Zhou

CoRR, 2020

A Comparison Study of Machine Learning Enabled Filtering Methods for Battery Management.

Sara Kohtz, Pingfeng Wang

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020

2019

Surrogate Model Assisted Design of Silicon Anode Considering Lithiation Induced Stresses.

Zhuoyuan Zheng, Bo Chen, Yashraj Gurumukhi, John Cook, Mehmet N. Ates, Nenad Miljkovic, Paul V. Braun, Pingfeng Wang

Proceedings of the IEEE International Reliability Physics Symposium, 2019

2018

Enabling Resilience of Complex Engineered Systems Using Control Theory.

Nita Yodo, Pingfeng Wang, Melvin Rafi

IEEE Trans. Reliab., 2018

A control-guided failure restoration framework for the design of resilient engineering systems.

Nita Yodo, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2018

2017

Predictive Resilience Analysis of Complex Systems Using Dynamic Bayesian Networks.

Nita Yodo, Pingfeng Wang, Zhi Zhou

IEEE Trans. Reliab., 2017

2016

Prognostics Using an Adaptive Self-Cognizant Dynamic System Approach.

Guangxing Bai, Pingfeng Wang

IEEE Trans. Reliab., 2016

2015

A double-loop adaptive sampling approach for sensitivity-free dynamic reliability analysis.

Zequn Wang, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2015

Probability of corrosion failure analysis using an adaptive sampling approach.

Chaoyang Xie, Pingfeng Wang, Zequn Wang, Hongzhong Huang

Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

Modeling of corrosion pit growth for prognostics and health management.

Chaoyang Xie, Fayuan Wei, Pingfeng Wang, Hongzhong Huang

Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

Battery prognostics using a self-cognizant dynamic system approach.

Guangxing Bai, Pingfeng Wang

Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

2014

A copula-based sampling method for data-driven prognostics.

Zhimin Xi, Rong Jing, Pingfeng Wang, Chao Hu

Reliab. Eng. Syst. Saf., 2014

Performance Degradation Assessment of Rolling Element Bearings Based on an Index Combining SVD and Information Exergy.

Bin Zhang, Lijun Zhang, Jinwu Xu, Pingfeng Wang

Entropy, 2014

Health diagnostics using multi-attribute classification fusion.

Pingfeng Wang, Prasanna Tamilselvan, Chao Hu

Eng. Appl. Artif. Intell., 2014

2013

A new approach for reliability analysis with time-variant performance characteristics.

Zequn Wang, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2013

Failure diagnosis using deep belief learning based health state classification.

Prasanna Tamilselvan, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2013

A multi-attribute classification fusion system for insulated gate bipolar transistor diagnostics.

Prasanna Tamilselvan, Pingfeng Wang, Michael G. Pecht

Microelectron. Reliab., 2013

2012

Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life.

Chao Hu, Byeng D. Youn, Pingfeng Wang, Joung Taek Yoon

Reliab. Eng. Syst. Saf., 2012