Dr Sifeng Bi

Strathclyde Chancellor's Fellow

Mechanical and Aerospace Engineering

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Personal statement

  • Oh! I have slipped the surly bonds of Earth
  • And danced the skies on laughter-silvered wings

I currently hold the position of Strathclyde Chancellor’s Fellow and serve as a Lecturer at the Aerospace Centre of Excellence within the Department of Mechanical & Aerospace Engineering. My academic journey in the field of uncertainty and reliability analysis in Aerospace Engineering began in 2015 at the Femto-ST Institute in Besancon, France, where I worked as a post-doctoral researcher under the auspices of the French National Centre for Scientific Research (CNRS). In 2017, I was honored with the Alexander von Humboldt Research Fellowship, which led me to the Leibniz University Hanover. Prior to my role at Strathclyde, I held the position of an Associate Professor at the Beijing Institute of Technology. I obtained my doctoral degree in aircraft design from Beihang University in 2015.

My research topics are uncertainty quantification, stochastic model updating, numerical verification and validation, especially in the application of complex aerospace engineering dynamics. In particular, I focus on probabilistic techniques such as advanced Monte Carlo simulation, approximate Bayesian computation, and reliability-/risk-based optimisation. My work also covers structural dynamics and vibroacoustics in the fields of experimental modal analysis, noise/vibration control, and system identification, of course, with the consideration of uncertainties.

For academic services, I sit at the AIAA Technical Committee of Non-Deterministic Approaches. I am serving as the Associate Editor of three international journals: the ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A Civil Engineering, and Part B Mechanical Systems, and the ASME Open Journal of Engineering.

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Area of Expertise

Uncertainty analysis and system engineering:

  • Stochastic model updating;
  • Uncertainty quantification and propagation;
  • Numerical model verification and validation (V&V);
  • Advanced Monte Carlo simulation;
  • Bayesian model updating;
  • Imprecise probability

Computational mechanics engineering:

  • Finite element analysis;
  • Vibroacoustic analysis;
  • System identification;
  • Structural health monitoring;
  • Noise and vibration control.

Prize And Awards

ASME Reviewer of the Year 2018
Recipient
2019
Alexander von Humboldt Fellowship
Recipient
2017

More prizes and awards

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Publications

Stochastic model updating with uncertainty quantification : an overview and tutorial
Bi Sifeng, Beer Michael, Cogan Scott, Mottershead John
Mechanical Systems and Signal Processing Vol 204 (2023)
https://doi.org/10.1016/j.ymssp.2023.110784
Towards the NASA UQ challenge 2019 : systematically forward and inverse approaches for uncertainty propagation and quantification
Bi Sifeng, He Kui, Zhao Yanlin, Moens David, Beer Michael, Zhang Jingrui
Mechanical Systems and Signal Processing Vol 165 (2022)
https://doi.org/10.1016/j.ymssp.2021.108387
Stochastic Bayesian model updating to reduce epistemic uncertainty in satellite attitude propagation
Smith Ewan, Bi Sifeng, Feng Jinglang, Cavallari Irene, Vasile Massimiliano
SciTech Forum 2024 (2024)
Escape-zone-based optimal evasion guidance against multiple orbital pursuers
Zhang Kunpeng, Zhang Yao, Shi Heng, Huang Huang, Bi Sifeng, Ye Ji, Wang Hongbo
IEEE Transactions on Aerospace and Electronic Systems Vol 59, pp. 7698-7714 (2023)
https://doi.org/10.1109/taes.2023.3292072
Special section on uncertainty quantification and management in nonlinear dynamical systems in aerospace and mechanical engineering
Yuan Jie, Denimal Enora, Bi Sifeng, Feng Jinglang, Hu Quan, Cicirello Alice
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering Vol 9 (2023)
https://doi.org/10.1115/1.4063301
Semi-analytical long-term attitude propagation
Cavallari Irene, Feng Jinglang, Bi Sifeng, Vasile Massimiliano
2023 AAS/AIAA Astrodynamics Specialist Conference (2023)

More publications

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Professional Activities

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering (Journal)
Associate Editor
1/4/2022
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering (Journal)
Associate Editor
1/4/2022
Computers and Structures (Journal)
Peer reviewer
2022
ASME Open Journal of Engineering (Journal)
Associate Editor
1/1/2022
Mechanical Systems and Signal Processing (Journal)
Guest editor
2020
Mechanical Systems and Signal Processing (Journal)
Peer reviewer
2017

More professional activities

Projects

The Uncertain Life of a Space System
Vasile, Massimiliano (Principal Investigator) Bi, Sifeng (Co-investigator) Wilson, Andrew (Co-investigator)
01-Jan-2022 - 31-Jan-2025
Stochastic model updating with novel quantification approaches for multi-source uncertainties in aerospace engineering
Bi, Sifeng (Principal Investigator)
01-Jan-2022 - 30-Jan-2025
Data-driven structural health monitoring through AI-enhanced stochastic model updating and parametrisation
Bi, Sifeng (Principal Investigator) Hamilton, Andrew (Principal Investigator)
01-Jan-2022 - 30-Jan-2025
Semi-analytical Attitude Propagation Theory
Vasile, Massimiliano (Principal Investigator) Bi, Sifeng (Co-investigator) Feng, Jinglang (Co-investigator)
01-Jan-2022 - 31-Jan-2024

More projects

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Contact

Dr Sifeng Bi
Strathclyde Chancellor's Fellow
Mechanical and Aerospace Engineering

Email: sifeng.bi@strath.ac.uk
Tel: 574 5014