Bingxin Yan

Two-stage physics-based Wiener process models for online RUL prediction in field vibration data

Bingxin Yan, Xiaobing Ma, Guifa Huang et al. · Mechanical Systems and Signal Processing · 2020 · 114 citations

Nonlinear System Identification, Engineering, Gaussian Process +7

A novel degradation-rate-volatility related effect Wiener process model with its extension to accelerated ageing data analysis

Bingxin Yan, Xiaobing Ma, Li Yang et al. · Reliability Engineering & System Safety · 2020 · 31 citations

Volatility Modeling, Multivariate Stochastic Volatility, Data Analysis +5

Correlation‐driven multivariate degradation modeling and RUL prediction based on Wiener process model

Bingxin Yan, Han Wang, Xiaobing Ma · Quality and Reliability Engineering International · 2022 · 30 citations

Stochastic Simulation, Reliability Engineering, Wiener Process Model +12

A dynamic mission abort policy for transportation systems with stochastic dependence by deep reinforcement learning

Lujie Liu, Jun Yang, Bingxin Yan · Reliability Engineering & System Safety · 2023 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +11

Decision-level machinery fault prognosis using N-BEATS-based degradation feature prediction and reconstruction

Xiaobing Ma, Bingxin Yan, Han Wang et al. · Mechanical Systems and Signal Processing · 2023 · 20 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +11