个人资料：
姓名： 梁光辉
职称： 副研究员/硕士生导师
学科专业： 控制科学与工程/检测技术与自动化装置学科
通讯地址： 天津大学电气自动化与信息工程学院26教学楼E区409室
电子信箱： ghliang@tju.edu.cn
主要经历：
(1) 2021.04-至今 天津大学 电气自动化与信息工程学院，自动化系，副研究员，硕士生导师/博士生副导师
(2) 2019.09-2020.03 芬兰东芬兰大学，应用物理系，博士联合培养
(3) 2014.09-2021.03 天津大学，控制科学与工程专业，硕博连读
主要研究方向：
(1) 层析成像及分布参数反演
(2) 多相流过程建模及动态可视化测试
(3) 航天器热控系统故障模拟与诊断
主要科研项目：
(1) 国家自然科学基金青年项目，多相流动过程声电双模态融合动态成像方法研究，项目负责人
(2) 天津大学科技创新领军人才培育“启明计划”项目，复杂流动过程可视化监测技术，项目负责人
(3) 企业横向委托项目，液固两相流动状态智能监测技术开发，项目负责人
(4) 国家自然科学基金面上项目，多源信息融合油气水多相流流动状态分析与在线监测，主要参与人
(5) 国家自然科学基金面上项目，电学/超声双模态层析成像融合机理与方法，主要参与人
代表性论著、学术著作：
期刊论文：
(1) Liang Guanghui, Kolehmainen Ville, Vauhkonen Marko, Dong Feng. Structural similarity driven joint reconstruction of conductivity and sound speed in EIT/UTT dual-modality tomography, Inverse Problems, 2023, 39: 105010(24p).
(2) Tan Chao, Jia Haoran, Liang Guanghui*, Wang Xuan, Niu Weifei, Dong Feng. Combinational multi-modality tomography system for industrial multiphase flow imaging. IEEE Transactions on Instrumentation and Measurement, 2023, Vol.72, pp. 4506610.
(3) Tan Chao, Huang Shiyang, Liang Guanghui*, Marco Jose da Silva, Dong Feng. Electrical resistance/capacitance dual-mode tomography based on dual-frequency response. IEEE Transactions on Instrumentation and Measurement, 2023, Vol.72, pp. 4505511.
(4) Zhang Fusheng, Li Linghan, Liang Guanghui*, Pan Weizhen, Tan Chao. Concurrent static and dynamic state monitoring using a global-local model for the fluid loop in space stations. IEEE Sensors Journal, 2023, 23(5): 4607-4616.
(5) Liang Guanghui, Ren Shangjie, Dong Feng. Dynamic imaging for time-varying distribution using electrical/ultrasonic dual-modality tomography. IEEE Transactions on Instrumentation and Measurement, 2022, Vol.71, pp.4504613.
(6) Liang Guanghui, Ren Shangjie, Dong Feng. Coplanar electrical/ultrasonic dual-modality tomography for water continuous gas/oil/water three-phase distribution imaging. Measurement Science and Technology, 2021, 32: 124004(10p).
(7) Liang Guanghui, Dong Feng, Kolehmainen Ville, Vauhkonen Marko, Ren Shangjie. Nonstationary image reconstruction in ultrasonic transmission tomography using Kalman filter and dimension reduction. IEEE Transactions on Instrumentation and Measurement, 2021, Vol.70, pp.4501012.
(8) Liang Guanghui, Ren Shangjie, Dong Feng. A shape-based statistical inversion method for EIT/URT dual-modality imaging. IEEE Transactions on Image Processing, 2020, 29(1): 4099-4113.
(9) Liang Guanghui, Ren Shangjie, Dong Feng. An inclusion boundary and conductivity simultaneous estimation method for ultrasound reflection guided electrical impedance tomography. IEEE Sensors Journal, 2020, 20(19): 11578-11587.
(10) Liang Guanghui, Ren Shangjie, Zhao Shu, Dong Feng. A Lagrange-Newton method for EIT/UT dual-modality image reconstruction. Sensors, 2019, 19(9): 1966(18p).
(11) Liang Guanghui, Ren Shangjie, Dong Feng. An augmented Lagrangian trust region method for inclusion boundary reconstruction using ultrasound/electrical dual-modality tomography. Measurement Science and Technology, 2018, 29(7): 074008(12p).
(12) Liang Guanghui, Ren Shangjie, Dong Feng. Ultrasound guided electrical impedance tomography for 2D free-interface reconstruction. Measurement Science and Technology, 2017, 28(7): 074003(12p).
(13) Ren Shangjie, Guan Ru, Liang Guanghui, Dong Feng. RCRC: A deep neural network for dynamic image reconstruction of electrical impedance tomography. IEEE Transactions on Instrumentation and Measurement, 2021, Vol.70, pp. 4505311.
(14) Ren Shangjie, Liang Guanghui, Dong Feng. A point constrained boundary reconstruction framework for ultrasound guided electrical impedance tomography. IEEE Transactions on Computational Imaging, 2020, 6: 1336-1350.
(15) Ren Shangjie, Wang Yu, Liang Guanghui, Dong Feng. A robust inclusion boundary reconstructor for electrical impedance tomography with geometric constraints. IEEE Transactions on Instrumentation and Measurement, 2019, 68(3): 762-773.
会议论文：
(1) Du Yundan, Liang Guanghui*, Dong Feng. Dynamic image reconstruction in electrical resistance tomography using LVB-KF algorithm. IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Kuala Lumpur, Malaysia, May, 22-25, 2023.
(2) Liang Guanghui, Ren Shangjie, Dong Feng. An electrical/ultrasonic dual-modality dynamic imaging method for visualization of gas-liquid two-phase distribution. 10th World Congress on Industrial Process Tomography (WCIPT10), Global Virtual, September 13-16, 2021.
(3) Liang Guanghui, Ren Shangjie, Dong Feng. Gas/oil/water three-phase medium differentiation using ERT/UTT dual-modality tomography. 11th International Symposium on Measurement Techniques for Multiphase Flow (ISMTMF11), Zhenjiang, China, November 3-7, 2019.
(4) Liang Guanghui, Ren Shangjie, Dong Feng. An inclusion boundary reconstruction method using electrical impedance and ultrasound reflection dual-modality tomography. 9th World Congress on Industrial Process Tomography (WCIPT9), Bath, UK, September 2-6, 2018.
(5) Liang Guanghui, Ren Shangjie, Dong Feng. An EIT image segmentation method based on projection distance minimization. IEEE International Conference on Imaging Systems and Techniques (IST 2017), Beijing, China, Oct, 18-20, 2017. (Best Paper Award)
(6) Liang Guanghui, Ren Shangjie, Dong Feng. An adaptive local weighted image reconstruction algorithm for EIT/UTT dual-modality imaging. IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Torino, Italy, May, 22-25, 2017.
(7) Liang Guanghui, Ren Shangjie, Dong Feng. Closed interface shape characterization methods based on wavelet transform. IEEE-International Instrumentation and Measurement Technology Conference (I2MTC), Taipei, China, May, 23-26, 2016.
(8) Liang Guanghui, Ren Shangjie, Dong Feng. Two-dimensional free interface reconstruction based on ultrasound and EIT fusion imaging. 8th World Congress on Industrial Process Tomography (WCIPT8), Iguassu Falls, PR, Brazil, September 26-29, 2016.
专利：
(1) 利用声阻抗变化信息的介质分界面超声检测方法，发明专利，专利号：ZL 201910359459.3
(2) 基于统计逆的电学/超声双模态内含物边界重建方法，发明专利，专利号：ZL 201910127240.0
(3) 一种基于残差最小的电阻抗层析成像图像分割方法，发明专利，专利号：ZL 201810433712.0
(4) 基于电学/超声双模态融合的层状界面重建方法，发明专利，专利号：ZL 201610866782.6
(5) 基于先验降维卡尔曼滤波的电学成像动态图像重建方法，发明专利，专利申请号：202210108991.X
(6) 基于卡尔曼滤波的超声层析成像动态图像重建方法，发明专利，专利申请号：202210104339.0
软件著作权：
(1) TERT-C5测量软件，软件著作权，登记证书号：软著登字第1894487号
(2) 电学超声双模态层析成像应用软件，软件著作权，登记证书号：软著登字第1546626号
(3) 电阻层析成像应用软件，软件著作权，登记证书号：软著登字第11459057号
学术荣誉及奖励：
(1) 2022年 天津市科学技术进步二等奖
(2) 2021年 天津大学优秀博士学位论文
(3) 2017年 IEEE国际成像系统与技术会议（IEEE-IST） 最佳论文奖
学术兼职：
(1) 中国仪器仪表学会青年工作委员会委员
(2) 国际期刊Transactions of the Institute of Measurement and Control (IF: 2.146)，副编辑（Associate Editor）
(3) 国际期刊Measurement Science and Technology（IF: 2.398）客座编辑（Guest Editor），组织专刊 “Multiphase Flow Tomography”
(4) 国际期刊Sensors（IF: 3.847）客座编辑（Guest Editor），组织专刊 “Sensors and Signal Analysis for Dynamic Measurement in Industrial Process”
(5) 担任IEEE Transactions on Image Processing、IEEE Transactions on Medical Imaging、IEEE Transactions on Industrial Informatics、IEEE Transactions on Instrumentation and Measurement、IEEE Transactions on Computational Imaging、IEEE Transactions on Biomedical Engineering、IEEE Journal of Biomedical and Health Informatics、IEEE Sensors Journal、Measurement Science and Technology、Flow Measurement and Instrumentation等学术期刊审稿人
