成果/Result
- Data-Driven Source Term Estimation of Hazardous Gas Leakages Under Variable Meteorological Conditions被引量：49收藏
- 作者：Ni, Chuantao Lang, Ziqiang Wang, Bing Li, Ang Cao, Chenxi Du, Wenli Qian, Feng
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Automatic Control and System Engineering
- 来源：SSRN 2024
- 关键词：Accident prevention - Gases - Hazards
- Deep learning-based source term estimation of hydrogen leakages from a hydrogen fueled gas turbine被引量：12收藏
- 作者：Li, Ang Lang, Ziqiang Ni, Chuantao Tian, Hao Wang, Bing Cao, Chenxi Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 2024
- 关键词：STE Hydrogen fueled gas turbine LSTM-AE CFD
- A Quantitative Risk Assessment Model for Domino Accidents of Hazardous Chemicals Transportation被引量：11收藏
- 作者：Cheng, Jinhua Wang, Bing Cao, Chenxi Lang, Ziqiang
- 机构：East China Univ Sci & Technol
- 来源：PROCESSES 2023
- 关键词：QRA hazardous materials transportation domino effect dynamic Bayesian network FN curve
- Data-driven source term estimation of hazardous gas leakages under variable meteorological conditions被引量：5收藏
- 作者：Ni, Chuantao Lang, Ziqiang Wang, Bing Li, Ang Cao, Chenxi Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES 2025
- 关键词：Source term estimation Multi-sensor data-driven Radial basis neural network Variable meteorological conditions Hazardous gas leakage
- Source term estimation of hazardous gas leakages under turbulent atmospheric transport dispersion scenarios被引量：1收藏
- 作者：Ni, Chuantao Lang, Ziqiang Wang, Bing Li, Ang Cao, Chenxi Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2025
- 关键词：Computation fluid dynamics Hazardous gas leakage Optimization Source term estimation Turbulent flow
- Optimizing Sensor Placement for Enhanced Source Term Estimation in Chemical Plants被引量：1收藏
- 作者：Tian, Hao Lang, Ziqiang Cao, Chenxi Wang, Bing
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：PROCESSES 2025
- 关键词：unexpected gas leak sensor placement optimization source term estimation Bayesian inference adjoint equation simulated annealing
- Data-driven detection and assessment of abnormal hydrogen leakages in indoor industrial and community settings被引量：0收藏
- 作者：Ni, Chuantao Lang, Ziqiang Wang, Bing Li, Ang Cao, Chenxi Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2026
- 关键词：Hydrogen leakage score Independent hydrogen leakage scenarios Linear independence analysis Abnormal hydrogen leakage Data-driven detection and quantitative assessment
- Physical field distribution-driven scenario reduction for gas sensor layout optimization within hydrogen-fueled gas turbine enclosures被引量：0收藏
- 作者：Feng, Yu Lang, Ziqiang Jin, Xisheng Wang, Bing Cao, Chenxi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Sheffield;East China Univ Sci & Technol
- 来源：PROCESS SAFETY AND ENVIRONMENTAL PROTECTION 2026
- 关键词：Gas turbine Hydrogen leakage Scenario reduction 3D convolutional neural network Stochastic programming CFD
- Sensor-efficient, data-driven estimation of hydrogen leak source terms for indoor industrial and community systems被引量：0收藏
- 作者：Li, Ang Lang, Ziqiang Ni, Chuantao Wang, Bing Cao, Chenxi Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 2026
- 关键词：Hydrogen leakage Source term estimation Data-driven Limited number of sensors
- Source term estimation of hydrogen leakages from hydrogen-fueled gas turbines based on sensor layout optimisation被引量：0收藏
- 作者：Ni, Chuantao Lang, Ziqiang Cao, Chenxi Wang, Bing Li, Ang Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 2026
- 关键词：Computational fluid dynamics Hydrogen-fueled gas turbine Hydrogen leakage Sensor layout optimisation Source term estimation
- Data-driven source term estimation of hazardous gas leakages in complex chemical industrial parks被引量：0收藏
- 作者：Ni, Chuantao Lang, Ziqiang Wang, Bing Li, Ang Cao, Chenxi Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2026
- 关键词：Chemical industrial park High-fidelity computational fluid dynamics model Incremental linear response matrix Linear independence analysis Source term estimation Surrogate machine learning model
