教育背景

● 1999.09 – 2004.07中国科学技术大学，动力工程及工程热物理，研究生/博士
● 1994.09 – 1999.07中国科学技术大学，计算机科学与技术，本科/学士
● 1994.09 – 1999.07中国科学技术大学，热能与动力工程，本科/学士

工作经历

●2021.12 – 至今 清华大学，研究员
●2010.11 – 2021.11 清华大学，副研究员
●2008.08 – 2009.02 伊利诺伊大学厄巴纳-香槟分校，访问学者
●2006.07 – 2010.10 清华大学，讲师
●2004.07 – 2006.07 清华大学，博士后

教学工作

教授本科课程《灾害来临-应急科技保安全》《安全进化论：从本能到智能》
教授硕士课程 《灾害监测预警方法与技术》

研究领域

公共安全应急理论、应急平台技术、城市灾害模拟、卫生应急、特种场所安全监测技术和应急管理。

研究概况

●2024.12 – 2025.12 应急大模型技术研究，横向，项目负责人
●2022.11 – 2025.12 森林–城镇交界域火灾动态蔓延预测技术研究，国家重点研发计划，课题负责人
●2019.12 – 2022.06 光学探针式早期火灾探测技术研究，横向，项目负责人
●2019.10 – 2022.06 冬奥会全局全过程态势感知和运行指挥保障技术，国家重点研发计划，项目负责人
●2018.07 – 2021.06 应急大数据分析方法与风险图指挥调度技术，国家重点研发计划，子课题负责人

学术成果

     [1]Hongyong Yuan, Yiqing Liu, Lida Huang, Gang Liu, Tao Chen, Guofeng Su, Jiakun Dai. Real-time detection of urban gas pipeline leakage based on machine learning of IoT time-series data. Measurement, 2025, 242: 115937.
[2]Jing Zhang, Guofeng Su, Tao Chen. Estimating temperature-dependent thermal conductivity of copper oxide using an inverse method. Journal of Thermal Analysis and Calorimetry, 2024: 1–15.
[3]Lida Huang, Tao Chen, Qing Deng, Yuli Zhou. Reasoning disaster chains with Bayesian network estimated under expert prior knowledge. International Journal of Disaster Risk Science, 2023, 14(6): 1011–1028.
[4]代鑫, 陈举师, 陈涛, 等. 抽水蓄能电站应急排水多目标优化方法及算例分析. 清华大学学报(自然科学版), 2023, 63(10): 1558–1565. DOI:10.16511/j.cnki.qhdxxb.2023.22.031.
[5]李开远, 袁宏永, 陈涛, 等. 基于TDLAS的光学探针式初期火灾探测系统. 清华大学学报(自然科学版), 2023, 63(06): 910–916. DOI:10.16511/j.cnki.qhdxxb.2023.22.024.
[6]Miaomiao Yu, Hongyong Yuan, Gang Liu, Lida Huang, Tao Chen, Lizheng Deng, Jingwu Wang. Building fire alarm model based on fire source inversion according to smoke arrival time intervals. Journal of Building Engineering, 2023, 73: 106650.
[7]JingJ Zhang, Guofeng Su, Tao Chen, et al. Glowing contact in electrical fires: Experimental investigation and modeling on its heat intensity and thermal hazards. Case Studies in Thermal Engineering, 2023, 45: 102880.
[8]Kaiyi Lin, Lifan Zhang, Lida Huang, Zhili Feng, Tao Chen. Improved Particle Swarm Path Planning Algorithm with Multi-Factor Coupling in Forest Fire Spread Scenarios. Fire, 2023, 6(5): 202. https://doi.org/10.3390/fire6050202
[9]Hongyong Yuan, Yang Zhou, Fan Zhou, Lida Huang, Tao Chen. Development and Experimental Study of Mobile Fire Smoke Decontamination System. Fire, 2023, 6(2): 55. https://doi.org/10.3390/fire6020055
[10]Lida Huang, Gang Liu, Yan Wang, Hongyong Yuan, Tao Chen. Fire detection in video surveillances using convolutional neural networks and wavelet transform. Engineering Applications of Artificial Intelligence, 2022, 110: 104737.
[11]Hongyong Yuan, Lida Huang, Tao Chen, Yang Chen, Hui Zhang, Xuerui Chen, Qing Deng, Zhichao He, Jiajun Wang, Yiting Wang. Key technologies of the emergency platform in China. Journal of Safety Science and Resilience, 2022, 3(4): 404–415. https://doi.org/10.1016/j.jnlssr.2022.10.001
[12]张晶, 陈涛, 黄丽达, 等. 接触不良引发发光连接的动态变化. 清华大学学报(自然科学版), 2022, 62(06): 1000–1009. DOI:10.16511/j.cnki.qhdxxb.2022.22.034.
[13]姜波, 陈涛, 袁宏永, 等. 基于情景时空演化的暴雨灾害应急决策方法. 清华大学学报(自然科学版), 2022, 62(01): 52–59. DOI:10.16511/j.cnki.qhdxxb.2021.22.025.
[14]Lida Huang, Panpan Shi, Haichao Zhu, Tao Chen. Early detection of emergency events from social media: A new text clustering approach. Natural Hazards, 2022, 111(1): 851–875.
[15]Jing Zhang, Tao Chen, Guofeng Su, Changzheng Li, Fusheng Zhao, Wenzhong Mi. Microstructure and component analysis of glowing contacts in electrical fire investigation. Engineering Failure Analysis, 2022, 140: 106539.
[16]Jing Zhang, Lida Huang, Tao Chen, et al. Simulation based analysis of electrical fire risks caused by poor electric contact between plug and receptacle. Fire Safety Journal, 2021, 126: 103434.
[17]Lizheng Deng, Hongyong Yuan, Jianguo Chen, Zhanhui Sun, Ming Fu, Fei Wang, Shuan Yan, Kaiyuan Li, Miaomiao Yu, Tao Chen. Correlation between Acoustic Emission Behaviour and Dynamics Model during Three-Stage Deformation Process of Soil Landslide. Sensors, 2021, 21(7): 2373. https://doi.org/10.3390/s21072373
[18]Lizheng Deng, Hongyong Yuan, Jianguo Chen, Ming Fu, Yang Chen, Kaiyuan Li, Miaomiao Yu, Tao Chen. Experimental Investigation on Integrated Subsurface Monitoring of Soil Slope Using Acoustic Emission and Mechanical Measurement. Applied Sciences, 2021, 11(16): 7173. https://doi.org/10.3390/app11167173
[19]张晶, 陈涛, 黄丽达, 等. 基于多目标规划和智能体仿真的社区疏散方案. 清华大学学报(自然科学版), 2021, 61(06): 536–542. DOI:10.16511/j.cnki.qhdxxb.2020.22.032.
[20]姜波, 张超, 陈涛, 等. 基于Bayes网络的暴雨情景构建和演化方法. 清华大学学报(自然科学版), 2021, 61(06): 509–517. DOI:10.16511/j.cnki.qhdxxb.2020.22.039.

学术兼职

●中国煤炭学会理事  
●公共安全科学技术学会专业委员会副秘书长
●中国应急管理学会工作委员会委员
●FIRE期刊编委
●清华大学学报（自然科学版）特约编委
●合肥综合性国家科学中心大健康研究院委员

奖励与荣誉