Haifeng Zhang

Long-Distance Pipeline Safety Early Warning: A Distributed Optical Fiber Sensing Semi-Supervised Learning Method

Yiyuan Yang, Haifeng Zhang, Yi Li · IEEE Sensors Journal · 2021 · 65 citations

Engineering, Machine Learning, Psew Systems +18

Deep belief network-based internal valve leakage rate prediction approach

Shen-Bin Zhu, Zhenlin Li, Shimin Zhang et al. · Measurement · 2018 · 52 citations

Engineering, Machine Learning, Data Science +5

Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach

Yiyuan Yang, Yi Li, Taojia Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 40 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

Pipeline Safety Early Warning by Multifeature-Fusion CNN and LightGBM Analysis of Signals From Distributed Optical Fiber Sensors

Yiyuan Yang, Haifeng Zhang, Yi Li · IEEE Transactions on Instrumentation and Measurement · 2021 · 30 citations

Real-time Monitoring, Engineering, Machine Learning +19

Measurement of water-to-liquid ratio of oil-water-gas three-phase flow using microwave time series method

Chaojie Zhao, Guozhu Wu, Haifeng Zhang et al. · Measurement · 2019 · 27 citations

Oil-water-gas Three-phase Flow, Fluid Properties, Engineering +9