教育背景

●2014.09-2019.06 北京凯发K8娱乐平台登录官方网站 博士 安全科学与工程

●2017.09-2018.09 美国宾夕法尼亚州立大学 联合培养博士 信息科学与技术

●2010.09-2014.06 北京凯发K8娱乐平台登录官方网站 本科 工程物理

工作经历

●2024.04-至今 凯发娱乐 助理研究员

●2023.02-2024.03 北京凯发K8娱乐平台登录官方网站工程物理系 助理研究员

●2019.07-2023.01 北京凯发K8娱乐平台登录官方网站工程物理系 博士后

研究领域

●城市重大灾害防控，灾害监测预警技术

研究概况

1.建筑火灾探测报警技术
针对建筑火灾感烟探测器抗干扰能力弱、误报率高的问题，提出了基于贝叶斯估计的多感烟探测器时空耦合火灾报警判别模型，构建了小波-CNN模型用于图像火灾复合探测，大幅提升了建筑火灾监测的真警识别率，有效解决了高误报率冲击我国大规模消防联网的难题，研究高抗干扰能力的双波长感烟探测技术，建立波长、光强、角度的识别模型📡，在新一代感烟探测器研发方面取得重要进展👕，实现了灰尘和水蒸气的识别能力。
2.群体风险感知与防控技术
提出了社交媒体👹👩‍🚒、新闻媒体、监控视频等多源数据融合方法，研发了深度学习和社会力模型相结合的密集人群风险预警技术🏂🏼🍡，提出了基于人员轨迹压缩以及轨迹伴随模式挖掘的疫情防控密接者判定方法，构建了宏观微观相结合的大型活动疫情传播和高风险暴露人群疏导管控情景推演模型，应用于北京冬奥会🌳，为大型活动安全和应急提供技术保障⚃。
学术成果🙇‍♂️：非涉密内容
论文：
[1]Huang Lida, Chen Tao, Deng Qing, Zhou Yuli. Reasoning disaster chains with Bayesian network estimated under expert prior knowledge [J]. International Journal of Disaster Risk Science, 2023, 14: 1011-1028.
[2]Liu Gang, Yuan Hongyong*, Huang Lida*. A fire alarm judgment method using multiple smoke alarms based on Bayesian estimation[J]. Fire Safety Journal, 2023, 103733.
[3]Li Kaiyuan, Liu Gang, Yuan Hongyong*, Chen Yang, Dai Yunzhi, Meng Xiangrui, Kang Yuxin, Huang Lida*. Dual-wavelength smoke detector measuring both light scattering and extinction to reduce false alarms [J]. Fire, 2023, 6(4), 140.
[4]Lin Kaili, Zhang Lifan, Huang Lida*, Feng Zhili, Chen Tao*. Improved Particle Swarm Path Planning Algorithm with Multi-Factor Coupling in Forest Fire Spread Scenarios [J]. Fire, 2023, 6(5), 202.
[5]Huang Lida, Liu Gang, Wang Yan, Yuan Hongyong, Chen Tao*. Fire detection in video surveillances using convolutional neural networks and wavelet transform[J]. Engineering Applications of Artificial Intelligence, 2022, 110, 104737.
[6][7]    Huang Lida, Shi Panpan, Zhu Haichao, Chen Tao*. Early detection of emergency events from social media: A new text clustering approach[J]. Natural Hazards, 2022.
[7]Huang Lida, Shi Panpan, Zhu Haichao. An integrated urgency evaluation approach of relief demands for disasters based on social media data [J]. International Journal of Disaster Risk Reduction, 2022, 80: 103208.
[8]Deng Qing, Wang Kuo, Wu Jiahao, Yu Feng, Jiang Huiling, Huang Lida*. An integrated model for evaluating the leakage risk of urban gas pipe: A case study based on Chinese real accident data[J]. Natural Hazards, 2022.
[9]Huang Lida, Cai Guoray*, Yuan Hongyong, et al. A hybrid approach for identifying the structure of a Bayesian network model [J]. Expert Systems with Applications, 2019, 131, 308-320.
[10]Huang Lida, Chen Tao*, Wang Yan, et al. Congestion detection of pedestrians using the velocity entropy: A case study of Love Parade 2010 disaster[J]. Physica A: Statistical Mechanics and its Applications, 2015, 440: 200-209.
[11]Yu Miaomiao, Yuan Hongyong*, Huang Lida, Deng Lizheng, Wang Jingwu. Feasibility Analysis of Using CO2 as a Building Fire Detection Indicator [J]. Case Studies in Thermal Engineering, 2024, 104571.
[12]Xie Xuecai, Fu Gui, Shen Shifei, Shu Xueming, Li Jing, Huang Lida, Wei Na. Accident case data-accident causation model driven safety training method: targeted safety training empowered by historical accident data in coal industry[J]. Process safety and environmental protection, 2024, 182: 1208-1226.
[13]Yu Miaomiao, Yuan Hongyong*, Liu Gang, Huang Lida, Chen Tao, Deng Lizheng, Wang Jingwu. Building fire alarm model based on fire source inversion according to smoke arrival time intervals [J]. Journal of Building Engineering, 2023, 73, 106650.
[14][15]    Yuan Hongyong, Zhou Yang, Zhou Fan*, Huang Lida, Chen Tao. Development and Experimental Study of Mobile Fire Smoke Decontamination System [J]. Fire, 2023, 6(5): 55.
[15]Deng Qing, Xiao Xingyu, Zhu Lin, Cao Xue, Liu Kai, Zhang Hui, Huang Lida, Yu Feng, Jiang Huiling*, Liu Yi*. A National Risk Analysis Model (NRAM) for the Assessment of COVID-19 Epidemic[J]. Risk Analysis, 2023.
[16]Ma Yaping, Yao Mengjiao, Yu Feng*, Xiao Xingyu, Huang Lida, Zhang Hui, Deng Qing *. An international relations quantitative evaluation model (IRQEM) based on an integrated method. Risk Analysis, 2024.
[17]Deng Qing, Yao Mengjiao, Zhang Hui, Yu Feng, Huang Lida, Ma Yaping*. Constructing a cross-field scenario system to aware systemic risk: national security as an example [J]. Natural Hazards, 2023.
[18]Li Shaopan, Wang Yan, Huang Hong*, Huang Lida, Chen Yang. Study on Typhoon Disaster Assessment by Mining Data from Social Media Based on Artificial Neural Network[J]. Natural Hazards, 2022.
[19]Zhang Jing, Huang Lida, Chen Tao*, Su Guofeng*. Simulation based analysis of electrical fire risks caused by poor electric contact between plug and receptacle[J]. Fire Safety Journal, 2021(3):103434.
[20]Wang Yan, Huang Hong, Huang Lida, et al. Source term estimation of hazardous material releases using hybrid genetic algorithm with composite cost functions[J]. Engineering Applications of Artificial Intelligence, 2018, 75: 102-113.
[21]Wang Yan, Huang Hong, Huang Lida, et al. Evaluation of Bayesian source estimation methods with Prairie Grass observations and Gaussian plume model: A comparison of likelihood functions and distance measures[J]. Atmospheric environment, 2017, 152: 519-530.
专利
[1]黄丽达(2/9), 发明专利：基于无人机视频的林火蔓延数据同化方法以及装置, 2020.
[2]黄丽达(5/6), 发明专利：火灾烟雾探测器及其探测方法, 2022.
[3]黄丽达(5/6), 发明专利：区域内感染人员分布的评估方法及装置, 2020.
[4]黄丽达(9/15), 实用新型专利：滑坡位移监测系统, 2022.

奖励与荣誉