Anqi Shangguan

Motion trajectory prediction based on a CNN-LSTM sequential model

Guo Xie, Anqi Shangguan, Rong Fei et al. · Science China Information Sciences · 2020 · 181 citations

Machine Vision, Machine Learning, Engineering +7

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

Anqi Shangguan, Guo Xie, Rong Fei et al. · Reliability Engineering & System Safety · 2022 · 43 citations

Predictive Maintenance, Engineering, Machine Learning +1

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

Anqi Shangguan, Guo Xie, Lingxia Mu et al. · Quality Technology & Quantitative Management · 2023 · 21 citations

Engineering, Mechanical Engineering, Failure Threshold +16

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

Yongze Jin, Guo Xie, Yankai Li et al. · Sensors · 2021 · 19 citations · Full text

Fault Diagnosis, Condition Monitoring, Single Fault +10

Abnormal Samples Oversampling for Anomaly Detection Based on Uniform Scale Strategy and Closed Area

Anqi Shangguan, Guo Xie, Lingxia Mu et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 14 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +16