Jingyi Lu

Novel leakage detection by ensemble 1DCNN-VAPSO-SVM in oil and gas pipeline systems

Dandi Yang, Nan Hou, Jingyi Lu et al. · Applied Soft Computing · 2021 · 89 citations

Leakage (Machine Learning), Support Vector Machine, Engineering +10

An SAE-based resampling SVM ensemble learning paradigm for pipeline leakage detection

Chuang Wang, Fei Han, Yong Zhang et al. · Neurocomputing · 2020 · 77 citations

Support Vector Machine, Anomaly Detection, Machine Learning +12

An improved variational mode decomposition method based on the optimization of salp swarm algorithm used for denoising of natural gas pipeline leakage signal

Jingyi Lu, Jikang Yue, Lijuan Zhu et al. · Measurement · 2021 · 68 citations

Numerical Analysis, Salp Swarm Algorithm, Engineering +4

Variational mode decomposition denoising combined with improved Bhattacharyya distance

Jingyi Lu, Jikang Yue, Lijuan Zhu et al. · Measurement · 2019 · 54 citations

Engineering, Signal Reconstruction, Image Denoising +5

Natural gas pipeline leak diagnosis based on improved variational modal decomposition and locally linear embedding feature extraction method

Jingyi Lu, Yunqiu Fu, Jikang Yue et al. · Process Safety and Environmental Protection · 2022 · 48 citations

Image Analysis, Machine Learning, Data Science +9