Mingjing Xu

A hybrid hourly natural gas demand forecasting method based on the integration of wavelet transform and enhanced Deep-RNN model

Huai Su, Enrico Zio, Jinjun Zhang et al. · Energy · 2019 · 147 citations · Full text

Forecasting Methodology, Wavelet Transform, Demand Forecasting +6

Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements

Mingjing Xu, Piero Baraldi, Sameer Al‐Dahidi et al. · Engineering Applications of Artificial Intelligence · 2019 · 40 citations · Full text

Fault Prognostics, Reliability Engineering, Echo State Networks +15

Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors

Mingjing Xu, Piero Baraldi, Xuefei Lu et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 25 citations · Full text

Anomaly Detection, Machine Learning, Data Science +15

A multi-objective optimization model to enhance the comprehensive performance of underground gas drainage system

Xinxin Wang, Fubao Zhou, Tongqiang Xia et al. · Journal of Natural Gas Science and Engineering · 2016 · 22 citations

Multi-objective Optimization Model, Gas Field Development, Engineering +10