Anqi Shangguan

Train wheel degradation generation and prediction based on the time series generation adversarial network

X. Hei, Guo Xie, Lingxia Mu, 2022, Reliab. Eng. Syst. Saf..

Developing an innovative method to control the probability density function shape of the state response for nonlinear stochastic systems

Fucai Qian, Anqi Shangguan, Lingzhi Wang, 2021, International Journal of Robust and Nonlinear Control.

Motion trajectory prediction based on a CNN-LSTM sequential model

Guo Xie, Ma Weigang, Xinhong Hei, 2020, Science China Information Sciences.

SVAE‐GRU‐based degradation generation and prediction for small samples

Guo Xie, Lingxia Mu, X. Hei, 2023, Qual. Reliab. Eng. Int..

Fault Diagnosis of Brake Train Based on Multi-Sensor Data Fusion

Anqi Shangguan, Yongze Jin, Guo Xie, 2021, Sensors.

Time series generator adversarial network with stochastic process for the degradation generation and prediction

Guo Xie, Lingxia Mu, X. Hei, 2023, 2023 IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS).

Analyzing the Collision Probability of Autonomous Vehicle at Crossroad

Guo Xie, Rong Fei, Xinhong Hei, 2020, 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS).

Reliability modeling based on multiple wiener degradation-shock competing failure process and dynamic failure threshold

Anqi Shangguan, Rong Fei, Nan Feng, 2023, Eksploatacja i Niezawodność – Maintenance and Reliability.

Reliability modeling: combining self-healing characteristics and dynamic failure thresholds

Guo Xie, Lingxia Mu, X. Hei, 2023, Quality Technology & Quantitative Management.