A Benchmark Dataset and Deep Learning-Based Image Reconstruction for Electrical Capacitance Tomography. - Jin Zheng; Jinku Li; Yi Li 032; Lihui Peng (Sensors, 2018)

Comparison of machine learning methods for multiphase flowrate prediction. - Zhenyu Jiang; Haokun Wang 002; Yunjie Yang; Yi Li 032 (IST, 2019)

Imaging of flow pattern of gas-oil flows with convolutional neural network. - Zhuoqun Xu; Xinmeng Yang; Bing Chen; Maomao Zhang; Yi Li 032 (IST, 2019)

Big Data driven U-Net based Electrical Capacitance Image Reconstruction Algorithm. - Xinmeng Yang; Chaojie Zhao; Bing Chen; Maomao Zhang; Yi Li 032 (IST, 2019)

Design of a Magnetic Induction Tomography System by Gradiometer Coils for Conductive Fluid Imaging. - Jinxi Xiang; Yonggui Dong; Maomao Zhang; Yi Li 032 (IEEE Access, 2019)

An Electrical Capacitance Array for Imaging of Water Leakage inside Insulating Slabs with Porous Cells. - Rui Li; Yi Li 032; Lihui Peng (Sensors, 2019)

A Novel CNN Modeling Algorithm for the Instantaneous Flow Rate Measurement of Gas-liquid Multiphase Flow. - Haifeng Zhang; Yiyuan Yang; Ming Yang; Likun Min; Yi Li 032; Xiangyuan Zheng (ICMLC, 2020)

Flow Adversarial Networks: Flowrate Prediction for Gas-Liquid Multiphase Flows Across Different Domains. - Delin Hu; Jinku Li; Yinyan Liu; Yi Li 032 (IEEE Trans. Neural Networks Learn. Syst., 2020)

CNN-Based Volume Flow Rate Prediction of Oil-Gas-Water Three-Phase Intermittent Flow from Multiple Sensors. - Jinku Li; Delin Hu; Wei Chen 110; Yi Li 032; Maomao Zhang; Lihui Peng (Sensors, 2021)

A Wet Gas Metering System Based on the Extended-Throat Venturi Tube. - Haobai Xue; Peining Yu; Maomao Zhang; Haifeng Zhang; Encheng Wang; Guozhu Wu; Yi Li 032; Xiangyuan Zheng (Sensors, 2021)

A Novel Multi-Sensor Fusion Algorithm Based on Uncertainty Analysis. - Haobai Xue; Maomao Zhang; Peining Yu; Haifeng Zhang; Guozhu Wu; Yi Li 032; Xiangyuan Zheng (Sensors, 2021)

Flowrate Estimation of Horizontal Gas-Water Slug Flow Based on Venturi Tube and Conductance Sensor. - Wei Chen 110; Jinku Li; Yi Li 032; Maomao Zhang; Lihui Peng (IEEE Trans. Instrum. Meas., 2021)

Pipeline Safety Early Warning by Multifeature-Fusion CNN and LightGBM Analysis of Signals From Distributed Optical Fiber Sensors. - Yiyuan Yang; Haifeng Zhang; Yi Li 032 (IEEE Trans. Instrum. Meas., 2021)

Multiple Measurement Vector-Based Complex-Valued Multifrequency ECT. - Maomao Zhang; Liying Zhu; Haokun Wang 002; Yi Li 032; Manuchehr Soleimani; Yunjie Yang (IEEE Trans. Instrum. Meas., 2021)

Linearization Point and Frequency Selection for Complex-Valued Electrical Capacitance Tomography. - Liying Zhu; Lu Ma; Yi Li 032; Yunjie Yang; Maomao Zhang (IEEE Trans. Instrum. Meas., 2021)

Conductance Sensor With Self-Calibration and Venturi Tube Based Flowrate Measurement for Gas-Water Slug Flow. - Wei Chen 110; Jinku Li; Yi Li 032; Maomao Zhang; Lihui Peng (IEEE Trans. Instrum. Meas., 2022)

Conductivity Prediction and Image Reconstruction of Complex-Valued Multi-Frequency Electrical Capacitance Tomography Based on Deep Neural Network. - Liying Zhu; Yandan Jiang; Yi Li 032; Wu Lu; Maomao Zhang (IEEE Trans. Instrum. Meas., 2022)

Online Calibration of ERT Based on Impedance Analysis in Oil-Water Two-Phase Flow Measurement. - En Huang; Maomao Zhang; Yanan Zhang; Bing Chen; Lihui Peng; Yi Li 032 (IEEE Trans. Instrum. Meas., 2024)

A Flowrate Estimation Method for Gas-Water Two-Phase Flow Based on Multimodal Sensors and Hybrid LSTM-CNN Model. - Yuxiao Jiang; Yinyan Liu; Baijin Mao; Xing Lu; Yi Li 032; Lihui Peng (IEEE Trans. Instrum. Meas., 2024)

A Physics-Constrained Deep Learning-Based Image Reconstruction for Electrical Capacitance Tomography. - Yiqi Jin; Yi Li 032; Maomao Zhang; Lihui Peng (IEEE Trans. Instrum. Meas., 2024)

Digital Twin-Assisted 3-D Electrical Capacitance Tomography for Multiphase Flow Imaging. - Shengnan Wang; Yi Li 032; Zhou Chen; Ming Kong; Yunjie Yang (IEEE Trans. Instrum. Meas., 2024)