Gang Xiang

A method for measuring similarity of time series based on series decomposition and dynamic time warping

Qingzhen Zhang, Langfu Cui, Xiaoxuan Han et al. · Applied Intelligence · 2022 · 47 citations

Computing, Data Science, Data Mining +9

MAG: A Novel Approach for Effective Anomaly Detection in Spacecraft Telemetry Data

Bing Yu, Yang Yu, Jiakai Xu et al. · IEEE Transactions on Industrial Informatics · 2023 · 25 citations

Computing, Aerospace Engineering, Computer Science +17

Robust Anomaly Detection for Multivariate Data of Spacecraft Through Recurrent Neural Networks and Extreme Value Theory

Gang Xiang, Ruishi Lin · IEEE Access · 2021 · 19 citations · Full text

Computing, Aerospace Engineering, Computer Science +16

Remaining Useful Life Prediction for Aero-Engines Based on Time-Series Decomposition Modeling and Similarity Comparisons

Mingxian Wang, Hongyan Wang, Langfu Cui et al. · Aerospace · 2022 · 12 citations · Full text

Engineering, Aerospace Engineering, Computer Science +15

Remaining useful life distribution prediction framework for lithium-ion battery fused prior knowledge and monitoring data

Mingxian Wang, Gang Xiang, Langfu Cui et al. · Measurement Science and Technology · 2023 · 12 citations · Full text

Computing, Computer Science, Data Science +15