专家介绍

2001年本科毕业于西北工业大学，2004年获新加坡国立大学（NUS）硕士学位，2009年获荷兰代尔夫特理工大学（TU Delft）博士学位。此后曾先后在TU Delft进行博士后研究，在荷兰飞利浦研究院任研究科学家。现任中科院苏州医工所研究员、博士生导师。研究领域包括复杂系统的数据驱动建模与控制理论、及其在生物系统、光机电系统中的应用，以及光学诊断与治疗应用技术研究和仪器研制。近年来主持了国家自然科学基金面上项目、国家重点研发计划课题、江苏省自然科学基金、医工所基础前沿专项等项目。在IEEE TCYB、IEEE TIE、IEEE TAC、IEEE TSP、Appl. Energy、Opt. Express、Opt. Lett.等期刊和会议论文集中发表SCI/EI论文以及书籍章节70余篇；作为第一作者获得国际自动控制联合会（IFAC）论文奖1项；获授权发明专利30余件。曾获得欧盟Marie Curie Fellowship (2005-2008)。长期受邀为IEEE（国际电气和电子工程师协会）、IFAC（国际自动控制联合会）、OSA（美国光学学会）等的期刊和会议论文审稿。

欢迎对以下研究方向感兴趣的硕士/博士研究生报考。方向一：复杂系统的数据驱动建模与控制，欢迎自动化、计算机、应用数学等相关方向的研究生报考。方向二：光的生物学效应机理与量效分析和优化，欢迎细胞与分子生物学等生物相关专业报考。方向三：光诊疗装置研制、基于人工智能的多光谱医学图像识别，欢迎自动化、生物医学工程、应用光学、电子技术等相关方向的研究生报考。

1) Robust Data Driven Iterative Learning Control for Linear-Time-Invariant and Hammerstein-Wiener Systems - IEEE Transactions on Cybernetics - 2021 -
2) Analyzing efficacy and safety of anti-fungal blue light therapy via kernel-based modeling the reactive oxygen species induced by light - IEEE Transactions on Biomedical Engineering - 2022 -
3) Y. Gao, J. Dong*, O. Isabella, R. Santbergen, H. Tan, M. Zeman* and G. Zhang*. Modeling and analyses of energy performances of photovoltaic greenhouses with sun-tracking functionality - Applied Energy - 2019 - 233-234
4) J. Dong* and G.Q. Zhang. Identification and Robust Control of the Nonlinear Photoelectrothermal Dynamics of LED Systems - IEEE Transactions on Industrial Electronics - 2017 - 64(3)
5) J. Dong*. Recursive NARX model identification of nonlinear chemical processes with matrix invertibility analysis - Computers and Chemical Engineering - 2019 - 121
6) J. Dong* and D. Xiong. Applications of Light Emitting Diodes in Health Care - Annals of Biomedical Engineering - 2017 - 45(11)
7) J. Dong, B. Kulcsár*, and M. Verhaegen. Fault detection for LPV systems using model parameters that can be estimated via linear least squares - International Journal of Robust and Nonlinear Cont - 2014 - 24(14)
8) J. Dong*, M. Verhaegen, and F. Gustafsson. Robust Fault Detection with Statistical Uncertainty in Identified Parameters - IEEE Transactions on Signal Processing - 2012 - 60(10)
9) J. Dong*, M. Verhaegen, and F. Gustafsson. Robust Fault Isolation with Statistical Uncertainty in Identified Parameters - IEEE Transactions on Signal Processing - 2012 - 60(10)
10) J. Dong*, A. Pandharipande, W. van Driel, and G.Q. Zhang. Diagnosing Lumen Depreciation in LED Lighting Systems: An Estimation Approach - IEEE Transactions on Signal Processing - 2012 - 60(7)
11) J. Dong* and M. Verhaegen. Identification of fault estimation filter from I/O data for systems with stable inversion - IEEE Transactions on Automatic Control - 2012 - 57(6)
12) J. Dong* and A. Pandharipande. Efficient Distributed Control of Light-Emitting Diode Array Lighting Systems - Optics Letters - 2012 - 37(14)
13) J. Dong*, W. van Driel, and G.Q. Zhang. Automatic diagnosis and control of distributed solid state lighting systems - Optics Express - 2011 - 19(7)