个人资料：
姓名：董峰
职称：教授/博士生导师
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426室
电子信箱：mtad@tju.edu.cn
电话022-27892055
主要经历：
(1) 2017.01-今 天津大学电气自动化与信息工程学院，教授，博士生导师
(2) 2010.05-今 天津市过程检测与控制重点实验室，主任
(3) 2005.06-2016.12 天津大学电气与自动化工程学院，教授，博士生导师
(4) 2001.06-2005.06 天津大学电气自动化与能源工程学院，副教授，硕士生导师
(5) 1994.06-2001.06 天津大学电力及自动化工程系，讲师
(6) 1988.07-1994.06 天津大学电力及自动化工程系，助教
主要研究方向：
(1) 在线检测技术与智能系统
(2) 层析成像与多传感器融合
(3) 多相流检测、建模与分析
(4) 计算机过程控制系统应用
主要科研项目：
(1) 2020.01-2023.12：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”；负责人
(2) 2019.04-2022.03：天津市自然科学基金（重点）项目“多源信息融合的油气水多相流过程状态可视化监测”；负责人
(3) 2018.04-2021.03：国际合作——日本SMC株式会社委托项目“气动测试与控制技术开发”；负责人
(4) 2016.10-2018.09：天津市创新平台建设项目“新型检测仪表研发与实验测试平台建设”；负责人
(5) 2016.01-2019.12：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”；负责人
(6) 2015.03-2018.03：国际合作——日本SMC株式会社委托项目“气动测试与控制技术开发”；负责人
(7) 2013.10-2016.03：天津市科技创新体系及条件平台建设项目“复杂流动过程多模态测试实验平台建设”；负责人
(8) 2013.01-2016.12：国家自然科学基金（科学仪器基础研究）专项“油气水多相流过程参数可视化测试仪”；负责人
(9) 2012.01-2015.12：国家自然科学基金（面上）项目“多敏感场耦合多相流测量方法研究”；负责人
(10) 2011.10-2017.10：国家重大科学仪器设备开发专项：“水下油气水高效分离与计量装置（SSM）”，任务1：“多相流动可视化及参数测量系统”；负责人
(11) 2011.04-2014.03：天津市应用基础及前沿技术研究计划（重点）项目“多敏感场耦合多相流测量机理、模型与系统优化研究”；负责人
(12) 2008.04-2010.09：天津市应用基础及前沿技术研究计划（重点）项目“多传感器融合的油气水多相流测量系统研究”；负责人
(13) 2008.01-2010.12：国家自然科学基金（面上）项目“油气水三相流多源测量信息融合及流动特性研究”；负责人
(14) 2007.03-2015.03：国际合作——日本SMC株式会社委托项目“气动测试装置与技术开发”；负责人
(15) 2007.01-2009.12：教育部新世纪优秀人才支持计划“基于截面检测技术的多相流流动机理研究”；项目负责人
(16) 2006.12-2008.12：国家“863”计划（探索项目）“基于多传感器数据融合的油/气/水三相流测量”；负责人
(17) 2005.04-2008.04：天津市应用基础及前沿技术研究计划项目“基于多传感器数据融合两相流量计研究”；负责人
(18) 2003.01-2005.12：国家自然科学基金（面上）项目“两相管流测量的新方法”；负责人
代表性论著、学术著作：
学术论文：
(1) Landweber iterative image reconstruction method incorporated deep learning for electrical resistance tomography, IEEE Transactions on Instrumentation and Measurement, On-line. (DOI: 10.1109/TIM.2020.3038014)
(2) Multi-frequency fusion ultrasonic tomography for biphasic medium imaging based on simulation studies, Measurement Science and Technology, On-line. (DOI: 10.1088/1361-6501/abbebd)
(3) Absolute reconstruction of ultrasonic tomography for oil-water biphasic medium imaging using modified ray-tracing technique, Measurement: Sensors, On-line. (DOI: 10.1016/j.measen.2020.100023)
(4) Nonstationary image reconstruction in ultrasonic transmission tomography using Kalman filter and dimension reduction, IEEE Transactions on Instrumentation and Measurement, On-line. (DOI: 10.1109/TIM.2020.3031172)
(5) An FPGA-based multi-frequency EIT system with reference signal measurement, IEEE Transactions on Instrumentation and Measurement, On-line. (DOI: 10.1109/TIM.2020.3031158)
(6) An electrical and ultrasonic Doppler system for industrial multiphase flow measurement, IEEE Transactions on Instrumentation and Measurement, On-line. (DOI: 10.1109/TIM.2020.3013080)
(7) Measurement of particle concentration by multi-frequency ultrasound attenuation in liquid-solid dispersion, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, On-line. (DOI: 10.1109/TUFFC.2020.3020361)
(8) Electrical resistance tomography image reconstruction with densely connected convolutional neural network, IEEE Transactions on Instrumentation and Measurement, On-line. (DOI: 10.1109/TIM.2020.3013056)
(9) Combined planar magnetic induction tomography for local detection of intracranial hemorrhage, IEEE Transactions on Instrumentation and Measurement, On-line. (DOI: 10.1109/TIM.2020.3011621)
(10) A point constrained boundary reconstruction framework for ultrasound guided electrical impedance tomography, IEEE Transactions on Computational Imaging, 2020, Vol.6, pp. 1336-1350. (DOI: 10.1109/TCI.2020.3021228)
(11) Measurement of oil fraction in oil-water dispersed flow with swept-frequency ultrasound attenuation method, International Journal of Multiphase Flow, 2020, Vol.133, 103444(13p). (DOI: 10.1016/j.ijmultiphaseflow.2020.103444)
(12) A fast inclusion boundary reconstruction framework for electrical impedance tomography with parametric snake model, IEEE Transactions on Instrumentation and Measurement, IEEE Transactions on Instrumentation and Measurement, 2020, Vol.69, No.10, pp. 7606-7616. (DOI: 10.1109/TIM.2020.2983620)
(13) An inclusion boundary and conductivity simultaneous estimation method for ultrasound reflection guided electrical impedance tomography, IEEE Sensors Journal, 2020, Vol.20, No.19, pp. 11578-11587. (DOI: 10.1109/JSEN.2020.2998852)
(14) Nonlinear ultrasonic transmissive tomography for low contrast biphasic medium imaging using continuous-wave excitation, IEEE Transactions on Industrial Electronics, 2020, Vol.67, No.10, pp. 8878-8888. (DOI: 10.1109/TIE.2019.2949531)
(15) Wide angle ultrasonic transmission tomography by sparse pre-imaged OMP algorithm, IEEE Transactions on Instrumentation and Measurement, 2020, Vol.69, No.9, pp. 6262-6270. (DOI: 10.1109/TIM.2020.2967116)
(16) A two-stage deep learning method for robust shape reconstruction with electrical impedance tomography, IEEE Transactions on Instrumentation and Measurement, 2020, Vol.69, No.7, pp.4887-4897. (DOI: 10.1109/TIM.2019.2954722)
(17) V-Net deep imaging method for electrical resistance tomography, IEEE Sensors Journal, 2020, Vol.20, No.12, pp. 6460-6469. (DOI: 10.1109/JSEN.2020.2973337)
(18) Dual-modality tomography by ERT and UTT projection sorting algorithm, IEEE Sensors Journal, 2020, Vol.20, No.10, pp. 5415-5423. (DOI: 10.1109/JSEN.2020.2969529)
(19) Amplitude modulation method for acoustic radiation force impulse excitation, IEEE Transactions on Instrumentation and Measurement, 2020, Vol.69, No.5, pp. 2429-2438. (DOI: 10.1109/TIM.2020.2966309)
(20) Real-time reconstruction of ultrasonic tomography for two-phase flow imaging using continuous-wave excitation, IEEE Transactions on Instrumentation and Measurement, 2020, Vol.69, No.4, pp. 1632-1642. (DOI: 10.1109/TIM.2019.2917736)
(21) Continuous-wave ultrasonic tomography for oil/water two-phase flow imaging using regularized weighted least square framework, Transactions of the Institute of Measurement and Control, 2020, Vol.42, No.4, pp.666-679. (DOI: 10.1177/0142331219853073)
(22) A Shape-based statistical inversion method for EIT/URT dual-modality imaging, IEEE Transactions on Image Processing, 2020, Vol29, No.1, pp.4099-4113. (DOI: 10.1109/TIP.2020.2969077)
(23) A wideband electrical impedance tomography system based on bioimpedance spectrum analysis, IEEE Transactions on Instrumentation and Measurement, 2020, Vol.69, No.1, pp. 144-154. (DOI: 10.1109/TIM.2019.2895929)
(24) An ultrasonic transmission/reflection tomography system for industrial multiphase flow imaging, IEEE Transactions on Industrial Electronics, 2019, Vol.66, No.12, pp. 9539-9548. (DOI: 10.1109/TIE.2019.2891455)
(25) A bilateral constrained image reconstruction method using electrical impedance tomography and ultrasonic measurement, IEEE Sensors Journal, 2019, Vol.19, No.21, pp. 9883-9895. (DOI: 10.1109/JSEN.2019.2928022)
(26) A Statistical Shape Constrained Reconstruction Framework for Electrical Impedance Tomography, IEEE Transactions on Medical Imaging, 2019, Vol.38, No.10, pp. 2400-2410. (DOI: 10.1109/TMI.2019.2900031)
(27) Three-dimensional hemorrhage imaging by cambered magnetic induction tomography, IEEE Transactions on Instrumentation and Measurement, 2019, Vol.68, No.7, pp.2460-2468. (DOI: 10.1109/TIM.2019.2900779)
(28) Electrical resistance tomography image reconstruction based on modified OMP algorithm, IEEE Sensors Journal, 2019, Vol.19, No.4, pp.5723-5731. (DOI: 10.1109/JSEN.2019.2906264)
(29) A fast iterative updated thresholding algorithm with sparsity constrains for electrical resistance tomography, Measurement Science and Technology, 2019, Vol.30, No.7, pp.074001(14p). (DOI: 10.1088/1361-6501/ab16aa)
(30) Focusing sensor design for open electrical impedance tomography based on shape conformal transformation, Sensors, 2019, Vol.19, No.9, pp.2060(22p). (DOI: 10.3390/s19092060)
(31) A Lagrange-Newton method for EIT/UT dual-modality image reconstruction, Sensors, 2019, Vol.19, No.9, pp.1966(18p). (DOI: 10.3390/s19091966)
(32) Gas-liquid flow pattern analysis based on graph connectivity and graph-variate dynamic connectivity of ERT, IEEE Transactions on Instrumentation and Measurement, 2019, Vol.68, No.5, pp.1590-1601. (DOI: 10.1109/TIM.2018.2884548)
(33) Horizontal oil-water two-phase dispersed flow velocity profile study by ultrasonic Doppler method, Experimental Thermal and Fluid Science, 2019, Vol.102, pp.357-367. (DOI: 10.1016/j.expthermflusci.2018.12.017)
(34) A transformation-domain image reconstruction method for open electrical impedance tomography based on conformal mapping, IEEE Sensors Journal, 2019, Vol.19, No.5, pp.1873-1883. (DOI: 10.1109/JSEN.2018.2884760)
(35) Oil-gas-water three-phase flow characterization and velocity measurement based on time-frequency decomposition, International Journal of Multiphase Flow, 2019, Vol.111, pp.219-231. (DOI: 10.1016/j.ijmultiphaseflow.2018.11.006)
(36) A robust inclusion boundary reconstructor for electrical impedance tomography with geometric constraints, IEEE Transactions on Instrumentation and Measurement, 2019, Vol.68, No.3, pp.762-773. (DOI: 10.1109/TIM.2018.2853358)
(37) Image reconstruction based on convolutional neural network for electrical resistance tomography, IEEE Sensors Journal, 2019, Vol. 19, No.1, pp.196-204. (DOI: 10.1109/JSEN.2018.2876411)
(38) Structural velocity measurement of gas–liquid slug flow based on EMD of continuous wave ultrasonic Doppler, IEEE Transactions on Instrumentation and Measurement, 2018, Vol.67, No.11, pp.2662-2675. (DOI: 10.1109/TIM.2018.2826858)
(39) Difference sensitivity matrix constructed for ultrasound modulated electrical resistance tomography, Measurement Science and Technology, 2018, Vol.29, No.10, pp.104005(15p). (DOI: 10.1088/1361-6501/aad733)
(40) Dispersed oil-water two-phase flow measurement based on pulse-wave ultrasonic Doppler coupled with electrical sensors, IEEE Transactions on Instrumentation and Measurement, 2018, Vol.67, No.9, pp.2129-2142. (DOI: 10.1109/TIM.2018.2814069)
(41) A new regularization algorithm based on neighborhood method for electrical impedance tomography, Measurement Science and Technology, 2018(, Vol.29, No.8, pp. 085401 (13p). (DOI: 10.1088/1361-6501/aac8b6)
(42) Inclusion boundary reconstruction and sensitivity analysis in Electrical Impedance Tomography, Inverse Problems in Science & Engineering, 2018, Vol.26, No.7, pp.1037-1061. (DOI: 10.1080/17415977.2017.1378195)
(43) An augmented lagrangian trust region method for inclusion boundary reconstruction using ultrasound/electrical dual-modality tomography, Measurement Science and Technology, 2018, Vol.29, No.7, pp.074008(12p). (DOI: 10.1088/1361-6501/aac160)
(44) Optimization of dual frequency-difference MIT sensor array based on sensitivity and resolution analysis, IEEE Access, 2018, Vol.6, pp.34911-34920. (DOI: 10.1109/ACCESS.2018.2849412)
(45) Multi-frequency dierence method for intracranial hemorrhage detection by magnetic induction tomography, Physiological Measurement, 2018, Vol.39, No.5, pp.055006(14p). (DOI: 10.1088/1361-6579/aac09c)
(46) Continuous wave ultrasonic Doppler modeling for oil-gas-water three-phase flow velocity measurement, IEEE Sensors Journal, 2018, Vol.18, No.9, pp.3703-3713. (DOI: 10.1109/JSEN.2018.2812834)
(47) Local characteristic of horizontal air-water two-phase flow by wire-mesh sensor, Transactions of the Institute of Measurement and Control, 2018, Vol.40, No.3, pp.746-761. (DOI: 10.1177/0142331216665689)
(48) Measurement of oil-water two-phase flow phase fraction with ultrasound attenuation, IEEE Sensors Journal, 2018, Vol.18, No.3, pp.1150-1159. (DOI: 10.1109/JSEN.2017.2779868)
(49) An instrumental electrode configuration for 3D ultrasound modulated electrical impedance tomography, IEEE Sensors Journal, 2017, Vol.17, No.24, pp.8206-8214. (DOI: 10.1109/JSEN.2017.2706758)
(50) Tomographic wire-mesh imaging based on sparse minimization, IEEE Sensors Journal, 2017, Vol.17, No.24, pp. 187-8195. (DOI: 10.1109/JSEN.2017.2752226)
(51) Gas-liquid two-phase flow velocity measurement with continuous wave ultrasonic Doppler and conductance sensor, IEEE Transactions on Instrumentation and Measurement, 2017, Vol.66, No.11. pp.3064-3076. (DOI: 10.1109/TIM.2017.2717218)
(52) Tissue acousto-electric effect modeling from solid mechanics theory, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2017, Vol.64, No.10, pp.1583-1590. (DOI: 10.1109/TUFFC.2017.2724066)
(53) Design of current source for multi-frequency simultaneous electrical impedance tomography, Review of Scientific Instruments, 2017, Vol.88, No.9, pp.094709(7p) (DOI: 10.1063/1.5004185
(54) Effect of inter-tissue inductive coupling on multi-frequency imaging of intracranial hemorrhage by MIT, Measurement Science and Technology, 2017, Vol.28, No.8, pp.084001 (11p). (DOI: 10.1088/1361-6501/aa7504)
(55) Bubble-forming regime identification based on image textural features and the MCWA feature selection method, IEEE Access, 2017, Vol.5, pp.15820-15830. (DOI: 10.1109/ACCESS.2017.2716783)
(56) Ultrasound guided electrical impedance tomography for 2D free-interface reconstruction, Measurement Science and Technology, 2017, Vol.28, No.7, pp.074003(12p). (DOI: 10.1088/1361-6501/aa6e23)
(57) Linearized image reconstruction method for ultrasound modulated electrical impedance tomography based on power density distribution, Measurement Science and Technology, 2017, Vol.28, No.4, pp.045404 (14p). (DOI: 10.1088/1361-6501/aa5aed)
(58) Mechanism modeling for phase fraction measurement with ultrasound attenuation in oil-water two-phase flow, Measurement Science and Technology, 2017, Vol.28, No.3, pp.035304 (17p). (DOI: 10.1088/1361-6501/aa58dc)
(59) Adaptive estimation of phase holdup of water-continuous oil-water two-phase flow, IEEE Access, 2017, Vol.5, pp.3569-3579. (DOI: 10.1109/ACCESS.2017.2670549)
(60) Oil-water two-phase flow measurement with combined ultrasonic transducer and electrical sensors, Measurement Science and Technology, 2016, Vol.27, No.12, pp.125307 (11p). (DOI: 10.1088/0957-0233/27/12/125307)
(61) An image reconstruction framework based on boundary voltages for ultrasound modulated electrical impedance tomography, Measurement Science and Technology, 2016, Vol.27, No.11, pp.114003 (13pp). (DOI: 10.1088/0957-0233/27/11/114003)
(62) An extended L-curve method for choosing a regularization parameter in electrical resistance tomography, Measurement Science and Technology, 2016, Vol.27, No.11, pp.114002 (11p). (DOI: 10.1088/0957-0233/27/11/114002)
(63) An on-line adaptive estimation method for water holdup measurement in oil-water two-phase flow with conductance/capacitance sensor, Measurement Science and Technology, 2016, Vol.27, No.7, pp.074001 (13p). (DOI: 10.1088/0957-0233/27/7/074001)
(64) Interface and permittivity simultaneous reconstruction in ECT based on boundary and finite elements coupling method, Philosophical Transactions A, 2016, Vol.374, No.2070, pp.20150333. (15p). (DOI: 10.1098/rsta.2015.0333)
(65) Characterizing the correlations between local phase fractions of gas-liquid two-phase flow with wire-mesh sensor, Philosophical Transactions A, 2016, Vol.374, No.2070, pp.20150335. (19p). (DOI: 10.1098/rsta.2015.0335)
(66) Measuring oil-water two-phase flow velocity with continuous wave ultrasound Doppler sensor and drift-flux model, IEEE Transactions on Instrumentation and Measurement, 2016, Vol.65, No.5, pp.1098-1107. (DOI: 10.1109/TIM.2015.2507740)
(67) Oil-water two-phase flow pattern analysis with the ERT based measurement and multivariate maximum Lyapunov exponent, Journal of Central South University, 2016, Vol.23, No.1, pp.240-248. (DOI: 10.1007/s11771-016-3067-3)
(68) Analysis of response for magnetic induction tomography with internal source, Measurement, 2016, Vol.78, pp.260-277. (DOI: 10.1016/j.measurement.2015.10.019)
(69) Dimensionality reduced simultaneous iterative reconstruction technique for electrical resistance tomography, Flow Measurement and Instrumentation, 2015, Vol.46(B), pp.284-291. (DOI: 10.1016/j.flowmeasinst.2015.07.004)
(70) A hybrid regularization method combining Tikhonov with total variation for electrical resistance tomography, Flow Measurement and Instrumentation, 2015, Vol.46(B), pp.268-275. (DOI: 10.1016/j.flowmeasinst.2015.07.001)
(71) Design of a conductance and capacitance combination sensor for water holdup measurement in oil-water two-phase flow, Flow Measurement and Instrumentation, 2015, Vol.46(B), pp.218-229. (DOI: 10.1016/j.flowmeasinst.2015.06.026)
(72) A spatially adaptive total variation regularization method for electrical resistance tomography, Measurement Science and Technology, 2015, Vol.26, No.12, pp.125401 (15p.). (DOI: 10.1088/0957-0233/26/12/125401)
(73) Oil-water two-phase flow velocity measurement with continuous wave ultrasound Doppler and flow profile modeling, Chemical Engineering Science, 2015, Vol.135, pp.155-165. (DOI: 10.1016/j.ces.2015.05.011)
(74) Characterization of oil-water two-phase ow with a combined conductance/capacitance sensor and wavelet analysis, Chemical Engineering Science, 2015, Vol.134, pp.153–168. (DOI: 10.1016/j.ces.2015.04.046)
(75) A Kalman estimation based oil-water two-phase flow measurement with CRCC, International Journal of Multiphase Flow, 2015, Vol.72, pp.306–317. (DOI: 10.1016/j.ijmultiphaseflow.2014.06.014)
(76) Gas-water two-phase flow characterization with electrical resistance tomography and multivariate multiscale entropy analysis, ISA Transactions, 2015, Vol.55, pp.241-249. (DOI: 10.1016/j.isatra.2014.09.010)
(77) Reconstruct the phase distribution within an annular channel by electrical resistance tomography, Heat Transfer Engineering, 2015, Vol.36, No.12, pp.1053-1064. (DOI: 10.1080/01457632.2015.981087)
(78) An Lq–Lp optimization framework for image reconstruction of electrical resistance tomography, Measurement Science and Technology, 2014, Vol.25, No.12, pp.125402 (15p). (DOI: 10.1088/0957-0233/25/12/125402)
(79) A fast sparse reconstruction algorithm for electrical tomography, Measurement Science and Technology, 2014, Vol.25, No.8, pp.085401 (14p). (DOI: 10.1088/0957-0233/25/8/085401)
(80) A conductance ring coupled cone meter for oil-water two-phase flow measurement, IEEE Sensors Journal, 2014, Vol.14, No.4, pp.1244-1252. (DOI: 10.1109/JSEN.2013.2294629)
(81) Reconstruction of the three-dimensional inclusion shapes using electrical capacitance tomography, Measurement Science and Technology, 2014, Vol.25, No.2, pp. 025403 (16p). (DOI: 10.1088/0957-0233/25/2/025403)
(82) Horizontal oil-water two-phase flow measurement with information fusion of conductance ring sensor and cone meter, Flow Measurement and Instrumentation, 2013, Vol.34, pp.83-90. (DOI: 10.1016/j.flowmeasinst.2013.08.006)
(83) Reconstructing the geometric configuration of three dimensional interface using electrical capacitance tomography, International Journal for Numerical Methods in Engineering, 2013, Vol.96, No.10, pp.628-644. (DOI: 10.1002/nme.4574)
(84) Mass flow rate measurement of oil-water two-phase flow by a long-waist cone meter, IEEE Transactions on Instrumentation and Measurement, 2013, Vol.62, No.10, pp.2795-2804. (DOI: 10.1109/TIM.2013.2263660)
(85) Experimental and numerical design of a long-waist cone flow meter, Sensors and Actuators A: Physical, 2013, Vol.199, pp.9-17. (DOI: 10.1016/j.sna.2013.04.039)
(86) Response of excitation condition on electromagnetic tomography, Flow Measurement and Instrumentation, 2013, Vol.31, pp.10-18. (DOI: 10.1016/j.flowmeasinst.2012.10.002)
(87) 3D reconstruction of single rising bubble in water using digital image processing and characteristic matrix, Particuology, 2013, Vol.11, No.2, pp. 170-183. (DOI: 10.1016/j.partic.2012.07.005)
(88) A boundary element approach to estimate the free-surface in stratified two-phase flow, Measurement Science and Technology, 2012, Vol.23, No.10, pp.105401(10p). (DOI: 10.1088/0957-0233/23/10/105401)
(89) Design of parallel electrical resistance tomography system for measuring multiphase flow, Chinese Journal of Chemical Engineering, 2012, Vol.20, No. 2, pp.368-379. (DOI: 10.1016/S1004-9541(12)60400-5)
(90) Determining the boundary of inclusions with known conductivities using a Levenberg–Marquardt algorithm by electrical resistance tomography, Measurement Science and Technology, 2011, Vol.22, No.10, pp. 104005（13p）. (DOI: 10.1088/0957-0233/22/10/104005)
(91) Improved correlation for the volume of bubble formed in air-water system, Chinese Journal of Chemical Engineering, 2011, Vol.19, No.3, pp529-532. (DOI: 10.1016/S1004-9541(11)60017-7)
(92) Electrical resistance tomography for locating inclusions using analytical boundary element integrals and their partial derivatives, Engineering Analysis with Boundary Elements, 2010, Vol.34, No.10, pp. 876-883. (DOI: 10.1016/j.enganabound.2010.05.008)
(93) High GVF and low pressure gas-liquid two-phase flow measurement based on dual-cone flowmeter, Flow Measurement and Instrumentation, 2010, Vol.21, No.3, pp.410-417. (DOI: 10.1016/j.flowmeasinst.2010.06.004)
(94) Galerkin boundary element method for the forward problem of ERT, Flow Measurement and Instrumentation, 2010, Vol.21, No.3, pp.172-177. (DOI: 10.1016/j.flowmeasinst.2009.12.004)
(95) Separation of gas-liquid two-phase flow through independent component analysis, IEEE Transactions on Instrumentation and Measurement, 2010, Vol.59, No.5(SI), pp.1294-1302. (DOI: 10.1109/TIM.2010.2044077)
(96) Modification to mass flow rate correlation in oil–water two-phase flow by a V-cone flow meter in consideration of the oil–water viscosity ratio, Measurement Science and Technology, 2010, Vol.21, No.4, pp.045403 (12pp). (DOI: 10.1088/0957-0233/21/4/045403)
(97) Identification of gas/liquid two-phase flow regime through ERT-based measurement and feature extraction, Flow Measurement and Instrumentation, 2007, Vol.18, No.5, pp.255-261. (DOI: 10.1016/j.flowmeasinst.2007.08.003)
(98) Two methods for measurement of gas-liquid flows in vertical upward pipe using dual-plane ERT system, IEEE Transactions on Instrumentation and Measurement, 2006, Vol.55, No.5, pp.1576-1586. (DOI: 10.1109/TIM.2006.881564)
(99) Development of single drive electrode electrical resistance tomography system, IEEE Transactions on Instrumentation and Measurement, 2006, Vol.55, No.4, pp.1208-1214. (DOI: 10.1109/TIM.2006.877751)
(100) Application of dual-plane ERT system and cross correlation technique to measure gas-liquid flows in vertical upward pipe, Flow Measurement and Instrumentation, 2005, Vol.16, No.2-3, pp.191-197. (DOI: 10.1016/j.flowmeasinst.2005.02.010)
(101) Void fraction measurement for two-phase flow using electrical resistance tomography, Canadian Journal of Chemical Engineering, 2005, Vol.83, No.1, pp.19-23. (DOI: 10.1002/cjce.5450830105)
(102) On-line monitoring of nonaxisymmetric flow profile with a multielectrode inductance flowmeter, IEEE Transactions on Instrumentation and Measurement, 2004, Vol.53, No.4, pp.1321-1326. (DOI: 10.1109/TIM.2004.831451)
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(121) 油水分散流超声互相关流速测量方法，工程热物理学报，2017，Vol.38，No.3，pp.562-567.
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(125) 具有高速远程通讯功能的工业ERT系统设计，传感器与微系统，2016，Vol.35，No.10，pp.93-96.
(126) 超声多普勒水连续油水分散流流速测量方法，工程热物理学报，2016，Vol.37，No.4，pp.775-779.
(127) 基于阻抗特性分析的电磁层析成像传感器优化，传感器与微系统，2016，Vol.35，No.3，pp.49-52.
(128) 油水两相流超声波衰减测试方法研究，中南大学学报（自然科学版），2015，Vol.47，No.2，pp. 647-653.
(129) 集中式电动汽车电池管理系统设计，电子测量与仪器学报，2015，Vol.29，No.7，pp.1019-1027.
(130) 油水两相流含水率测量组合传感器，工程热物理学报，2015，Vol.36，No.7，pp.1487-1491.
(131) 基于多频带谱熵的水平气液两相流结构复杂性分析，仪器仪表学报，2015，Vol.36，No.5，pp.1138-1146.
(132) 基于神经网络的建筑结构损伤识别方法，控制工程，2015，Vol.22，No.2，pp.287-290.
(133) 用于电阻层析成像的快速自适应硬阈值算法，天津大学学报（自然科学版），2015，Vol.48，No.4，pp.305-310.
(134) 水平管道油气水三相流含水率测量，传感器与微系统，2015，Vol.34，No.1，pp.135-137.
(135) 非完整ERT数据的两相层状流分布图像重建，仪器仪表学报，2014，Vol.35，No.11，pp.2574-2581.
(136) 基于卡尔曼估计融合算法的油水两相流测量，天津大学学报（自然科学版），2014，Vol.47，No.10，pp.903-908.
(137) 气液两相流含气率超声测试方法研究，仪器仪表学报，2014，Vol.35，No.9，pp.2094-2101.
(138) 被测物场空间分布对电磁测量系统相位检测的影响分析，中国电机工程学报，2014，Vol.34，No.20，pp.3362-3368.
(139) 基于边界元与有限元耦合的ERT图像重建算法，工程热物理学报，2014，Vol.35，No.5，pp.902-905.
(140) 基于边界元方法的两相层状流相界面重建，工程热物理学报，2013，Vol.34，No.12，pp. 2295-2298.
(141) 长腰内锥流量计的特性研究，工程热物理学报，2012，Vol.33，No.9，pp. 1539-1542.
(142) 基于弧状电极传感器的气/水两相流参数测量系统设计，传感器与微系统，2012，Vol.31，No.3，pp.122-125.
(143) 内锥式流量计数值模拟及优化设计，工程热物理学报，2011，Vol.32，No.7，pp. 1165-1168.
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(145) 基于V型内锥与电导环的油水两相流参数测量，仪器仪表学报，2010，Vol.31，No.11，pp.2561-2567.
(146) 基于PXI的截面电阻信息检测系统设计，工程热物理学报，2010，Vol.31，No.11，pp.1863-1866.
(147) 用于气液两相流测量的正弦电流激励源的设计，电源技术，2010，Vol.34，No.7，pp.687-690.
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(160) 非牛顿液体粘度的在线测量方法，天津大学学报，2003，Vol.36，No.2，pp.169-173.
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学术论著：
(1) Chapter16 “Applications of tomography in mineral transportation” of 《Industrial tomography: systems and applications》, Editor: Mi Wang, Woodhead Publishing Limited. 2015.04
专利：
(1) 油气水三相介质衰减谱融合多频超声层析成像方法，发明专利，专利申请号：202010893091.1
(2) 一种用于分散相含率检测的扫频超声衰减测量方法，发明专利，专利申请号：202010802414.1
(3) 用于多相流测量的阵列式超声扫描成像系统，发明专利，专利申请号：202010080999.0
(4) 一种用于管道内超声相控阵成像的声束偏转时延控制方法，发明专利，专利申请号：201911244568.7
(5) 一种用于管道内超声相控阵成像的声束聚焦时延控制方法，发明专利，专利申请号：201911244567.2
(6) 基于位移衰减特性的声辐射力脉冲弹性成像方法，发明专利，专利申请号：201911091301.9
(7) 基于多频加权频差的多介质分离成像方法，发明专利，专利申请号：201911091275.X
(8) 正则化加权最小二乘的透射反射双模式超声层析成像重建方法，发明专利，专利申请号：201910854620.4
(9) 信息流与梯度流增强的深度V型密集网络成像方法，发明专利，专利申请号：201910798706.X
(10) 电学/超声信息融合的双模态层析成像方法，发明专利，专利申请号：201910786495.8
(11) 多模式曲面相控阵超声层析成像装置，发明专利，专利申请号：201910798140.0
(12) 一种收缩系数改进Tikhonov正则化参数的电阻层析成像算法，发明专利，专利申请号：201910467601.6
(13) 基于多物理场耦合的超声弹性成像仿真方法，发明专利，专利申请号：201910467054.1
(14) 基于灵敏度矩阵优化的电学层析成像正则化重建方法，发明专利，专利申请号：201910403259.3
(15) 基于幅值调制的声辐射力脉冲激励方法，发明专利，专利申请号：201910403249.X
(16) 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，专利申请号：201910359459.3
(17) 修正路径追踪描述的连续波超声层析成像重建方法，发明专利，专利申请号：201910195283.2
(18) 基于聚焦超声声振信号的弹性成像方法，发明专利，专利申请号：201910147428.1
(19) 基于聚焦超声声振信号的弹性特性检测方法，发明专利，专利申请号：201910147443.6
(20) 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，专利申请号：201910127240.0
(21) 基于空洞卷积网络的电阻抗图像重建方法，发明专利，专利申请号：201910074577.X
(22) 透射反射模态融合的超声层析成像方法，发明专利，专利申请号：201910009921.7
(23) V-Net深度成像方法，发明专利，专利申请号：201811411535.2
(24) 总变差正则化约束的超声成像同步代数迭代重建方法，发明专利，专利申请号：201811287534.1
(25) 基于保形变换的开放式电阻抗层析成像图像重建方法，发明专利，专利申请号：201811286530.1
(26) 超声反射信息约束的腹部病变电阻抗图像重建方法，发明专利，专利申请号：201811216126.7
(27) 基于卷积神经网络的电学层析成像图像重建方法，发明专利，专利申请号：201811183924.4
(28) 基于CPCI总线的可扩展的多模态层析成像系统，发明专利，专利申请号：201811071399.7
(29) 一种多模态层析成像控制方法，发明专利，专利申请号：201811071460.8
(30) 可扩展的多模态层析成像系统，发明专利，专利申请号：201811071494.7
(31) 油气水三相流分相流速声电双模态测量方法，发明专利，专利号：ZL 201810990581.6
(32) 非均匀形状约束的像素值域滤波超声成像重建方法，发明专利，专利申请号：201810837811.5
(33) 基于低秩稀疏分解的电阻抗图像重建方法，，发明专利，专利申请号：201810849422.4
(34) 基于几何形状约束的电阻抗层析成像内含物边界重建方法，发明专利，专利申请号：201810836856.0
(35) L1-L2空间自适应电学层析成像正则化重建方法，发明专利，专利申请号：201810528437.0
(36) 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，专利申请号：201810433712.0
(37) 电学谱表征的自适应宽频电阻抗层析成像方法，发明专利，专利申请号：201810350517.1
(38) 超声平面波扫描式多相流可视化测量装置，发明专利，专利申请号：201810054220.0
(39) 基于传播路径网格剖分的超声透射模式层析成像方法，专利号：ZL 201711489380.X
(40) 基于数据融合的两相流流型识别方法，发明专利，专利号：ZL 201711239764.6
(41) 基于超声脉冲多普勒与电学多传感器的两相流流速测量方法，发明专利，专利号：ZL 201710719602.6
(42) 气液弹状流结构流速声电双模态测量方法，发明专利，专利号：ZL 201710638226.8
(43) 基于声电效应与声辐射力的生物组织多特性成像方法，发明专利，专利号：ZL 201710623678.9
(44) 基于邻点变差和的电学层析成像正则化重建方法，发明专利，专利号：ZL 201710470024.7
(45) 应用匹配追踪的层析成像重建方法，发明专利，专利号：ZL 201710333914.3
(46) 两相流过程参数的声电双模态融合测量方法，发明专利，专利号：ZL 201710293968.1，
(47) 用于丝网传感器的超分辨率成像方法，发明专利，专利号：ZL 201710251647.5
(48) 超声多普勒多相流流速分布检测设备，发明专利，专利号：ZL 201710191680.3
(49) 油气水三相塞状分散流流速测量方法，发明专利，专利号：ZL 201710166489.3
(50) 基于建立标准值的声电成像方法，发明专利，专利号：ZL 201710104553.5
(51) 气液两相弹状流和塞状流流速声电双模态测量方法，发明专利，专利号：ZL 201710109307.9
(52) 气液两相泡状流流速声电双模态测量方法，发明专利，专利号：ZL 201710110230.7
(53) 抑制组织间互感耦合作用的多频电磁层析成像方法，发明专利，专利号：ZL 201710090241.3
(54) 两相流含水率自适应串联估计方法，发明专利，专利号：ZL 201710029359.5
(55) 连续波超声多普勒谱修正的两相流流速测量方法，发明专利，专利号：ZL 201611097460.6
(56) 用于脑出血检测的多频电磁层析成像方法，发明专利，专利号：ZL 201611031436.2
(57) 一种基于Firm阈值迭代的电学层析成像稀疏重建方法，发明专利，专利号：ZL 201610866927.2
(58) 基于电学/超声双模态融合成像技术的层状界面重建方法，发明专利，专利号：ZL 201610866782.6
(59) 油水两相流含水率自适应估计方法，发明专利，专利号：ZL 201610705211.4
(60) 两相流相含率超声回波测量方法，发明专利，专利号：ZL 201610577470.3
(61) 基于超声衰减机理模型的油水两相流相含率测量方法，发明专利，专利号：ZL 201610519665.2
(62) 两相流含水率的自适应估计方法，发明专利，专利号：ZL 201610300174.9
(63) 一种用于生物电阻抗成像的激励电流源，发明专利，专利号：ZL 201610134435.4
(64) 两相流速声电双模态测量方法，发明专利，专利号：ZL 201510493431.0
(65) 两相流分相流速声电双模态测量方法，发明专利，专利号：ZL 201510263691.9
(66) 基于电磁涡流检测的两相流相含率测量方法，发明专利，专利号：ZL 201510188815.1
(67) 基于声电效应的三维功率密度成像方法，发明专利，专利号：ZL 201510084487.0
(68) 基于声电效应的功率密度成像方法，发明专利，专利号：ZL 201510084606.2
(69) 基于超声聚焦扰动信息构建灵敏度矩阵法，发明专利，专利号：ZL 201510083590.3
(70) 基于p向量等差下降的电学层析成像Lp正则化重建方法，发明专利，专利号：ZL 201510084393.3
(71) 基于p向量等比收缩的电学层析成像Lp正则化重建方法，发明专利，专利号：ZL 201510084550.0
(72) 一种基于二阶微分的修正L曲线电学层析成像重建方法，发明专利，专利号：ZL 201510022756.0
(73) 一种基于曲率计算的改进L曲线电学层析成像重建方法，发明专利，专利号：ZL 201510021945.6
(74) 基于超声与电学多传感器互相关测速的多相流测试方法，发明专利，专利号：ZL 201410328238.7
(75) 基于超声多普勒与电学多传感器的多相流可视化测试方法，发明专利，专利号：ZL 201410328267.3
(76) 基于电学与超声敏感原理的多相流可视化测试方法，发明专利，专利号：ZL 201410328237.2
(77) 一种基于异步通信模式的光纤数据传输方法，发明专利，专利号：ZL 201410209577.3
(78) 用于管道内流体过程参数检测的内外复合式阵列传感器，发明专利，专利号：ZL 201110319799.7
(79) 基于多截面阻抗式长腰内锥及相关测速的多相流测量方法，发明专利，专利号：ZL 201110048191.5
(80) 基于多截面阻抗式双差压长腰内锥的多相流测量方法，发明专利，专利号：ZL 201110047911.6
(81) 基于双截面阻抗式长腰内锥传感器的多相流测量方法，发明专利，专利号：ZL 201110048160.X
(82) 基于单截面阻抗式长腰内锥传感器的多相流测量方法，发明专利，专利号：ZL 201110048192.X
(83) 一种基于工业标准的多截面过程数据采集系统，发明专利，专利号：ZL 200910069106.6
(84) 基于截面测量的气液两相流测量方法及装置，发明专利，专利号：ZL 200610129787.7
(85) 基于电阻层析成像技术的气液两相流流型识别方法，发明专利，专利号：ZL 02129061.X
计算机软件著作权：
(1) 过程层析成像多相流测量软件（PTS-MFM ToolSuite），软件著作权登记，登记号：2011SR013160，登记证书号：软著登字第0276834号
(2) 电学层析成像系统多相流工业测试软件（ET-MPFIM Software），软件著作权登记，登记号：2014SR013764，登记证书号：软著登字第0683008号
(3) 电学超声双模态层析成像应用软件（EUT Application），软件著作权登记，登记号：2016SR368010，登记证书号：软著登字第1546626号
(4) TERT-C5测量软件（TERT-C5 ToolSuit），软件著作权登记，登记号：2017SR309203，登记证书号：软著登字第1894487号
主要讲授课程：
本科生课程：过程控制系统；计算机控制系统；自动检测技术；模式识别基础
研究生课程：专业学术研究方法论（硕士）；工业标准与标准化基础（硕士、博士）；多传感器融合（硕士）；多传感器数据融合（博士）；工业过程测量、控制与自动化标准（硕
士）；过程层析成像原理、技术与应用（硕士、博士）
主要学术成就、奖励及荣誉：
(1) 2019年：天津市工程专业学位优秀指导教师奖
(2) 2019年：指导的博士学位论文《基于超声调制的电阻抗层析成像技术研究》，被评为2019年中国仪器仪表学会，测量控制与仪器仪表领域全国优秀博士论文
(3) 2016年：天津大学“优秀共产党员”
(4) 2015年：指导的博士学位论文《电学层析成像形状重建方法研究》，被评为天津大学优秀博士学位论文
(5) 2015年：指导的硕士学位论文《基于三维椭球模型的气水泡状流运动特性研究》，被评为天津市优秀硕士学位论文
(6) 2013年：指导的博士学位论文《基于多传感器融合的两相流参数测量方法》，被评为天津市优秀博士学位论文
(7) 2012年：天津市教育系统“教工先锋岗”先进个人
(8) 2012年-今：受邀在国际、国内学术会议做邀请学术报告10余次
(9) 2010年：“两相流过程截面检测信息提取研究”，获天津市自然科学三等奖；第1完成人
(10) 2010年-今：受邀在国内外大学、研究机构做学术报告、讲座10余次
(11) 2008年-今：获国际、国内学术会议最佳论文奖（Best Paper Award）、优秀论文奖10余次
(12) 2007年-今：多次指导本科生、研究生参加全国科技竞赛获得一等奖和二等奖
(13) 2007年：教育部“新世纪优秀人才计划”
(14) 2003年：天津大学“优秀共产党员”
(15) 2003年：“过程层析成像技术及其应用的研究”，获中国仪器仪表学会科学技术创新奖；第2完成人
(16) 2002年：“基于电学敏感原理的过程层析成像技术研究”，获天津市自然科学二等奖；第4完成人
(17) 2001年-今：多次获得天津大学本科毕业设计优秀指导教师
(18) 1995年：天津大学第一届“十佳杰出青年”
其他（社会兼职等）：
(1) 国务院学位委员会第六、七届学科评议组（控制科学与工程组）成员（2009-2020）
(2) International Society for Industrial Process Tomography (ISIPT)（国际工业过程层析成像技术学会）Vice President
(3) 中国仪器仪表学会理事，专家委员会委员，节能应用技术分会副理事长，产品信息工作委员会顾问
(4) 中国计量测试学会理事，多相流测试专业委员会副主任
(5) 中国工程热物理学会多相流专业委员会委员
(6) 全国工业过程测量控制和自动化标准化技术委员会（SAC/TC124）委员
(7) 天津市人民政府学位委员会（电子与信息工程）学科评议组成员
(8) 天津市自动化学会常务理事，过程控制专业委员会主任
(9) 天津市仪器仪表学会理事
(10) IEEE Senior Member
(11) 《Flow Measurement and Instrumentation》Editorial Advisory Board Member
(12) 《中国大百科全书（控制科学与工程卷）》（第三版）副主编
(13) 《自动化学报》编委
(14) 《仪器仪表用户》编委会主任
(15) 作为组织委员会主席，国际科学委员会（ISC）、组织委员会（IOC）、技术委员会（ITC）、程序委员会（IPC）成员，参与组织国际、国内学术会议30余次。
