Li Yang
Li Yang, female, Ph.D., Associate Professor. She earned her Bachelor's degree in Measurement & Control Technology and Instrumentation in 2006, a Master's degree in Pattern Recognition in 2009, and a Ph.D. in Control Science and Engineering in 2012. She has been teaching at the Beijing Institute of Petrochemical Technology since 2012.
She has long been engaged in research on hazardous chemical safety technology and its applications. She currently serves as a peer reviewer for journals including Water Science and Technology and International Journal of Environmental Research and Public Health. She has presided over or participated in more than 10 research projects, such as the Beijing Municipal Education Commission's Science and Technology Plan Project "Research on Key Technologies for Hazardous Chemical Palletized Warehouse Cargo Positioning", the Beijing Municipal Education Commission's Technological Innovation Capability Improvement Plan "Research and Demonstration Application of Key Technologies for Safety Reserve Status Detection and Early Warning in Hazardous Chemical Warehouses", and "Technology R&D for Hazardous Chemical Warehouse Automatic Monitoring Systems". Simultaneously, she has participated in multiple science and technology projects for the Beijing Municipal Emergency Management Bureau. She has published over 20 papers, authorized 22 patents and software copyrights, published one academic book, and one textbook.
I. Research Directions
1. Emergency rescue capability assessment;
2. Risk assessment;
3. Hazardous chemical warehouse cargo positioning.
II. Projects
1.Beijing Municipal Education Commission Science and Technology Plan General Project: Research on Key Technologies for Hazardous Chemical Palletized Warehouse Cargo Positioning, 2016-2018 (Principal Investigator).
2.Beijing Municipal Organization Department Young Talent Collective Project: High-Level Talent Cultivation Plan for the Construction of a Hazardous Chemical Centralized Management System (201533984021XJ005), 2015-2016 (Key Participant).
3.Beijing Municipal Education Commission Technological Innovation Capability Improvement Plan: Research and Demonstration Application of Key Technologies for Safety Reserve Status Detection and Early Warning in Hazardous Chemical Warehouses, 2015-2018 (Key Participant).
4. Horizontal Project from Beijing Daxing District Health and Family Planning Commission: Safety Risk Assessment of Hazardous Chemicals in Hospitals, 2018 (Principal Investigator).
5.Horizontal Project from Beijing Municipal Emergency Management Bureau: Special Issue on Key Information of Hazardous Chemicals in Beijing, 2017-2020 (Principal Investigator).
6.Beijing Institute of Petrochemical Technology Interdisciplinary Exploration Project: Research on Firefighter Emergency Rescue Capability Assessment Method Based on Human Factor Parameter Analysis, 2021-2022 (Principal Investigator).
7. Horizontal Project from Beijing Municipal Emergency Management Bureau: Investigation on the Usage of Hazardous Chemicals in Beijing, 2017 (Key Participant).
8. Horizontal Project from Beijing Municipal Emergency Management Bureau: Risk Assessment of Hazardous Chemical Use in Scientific Research Institutions and Universities, 2016 (Key Participant).
9. Horizontal Project from Beijing Municipal Emergency Management Bureau: Technology R&D for Hazardous Chemical Warehouse Automatic Monitoring Systems, 2015 (Key Participant).
10. Horizontal Project from Beijing Municipal Emergency Management Bureau: Research Plan for Capital Hazardous Chemical Warehouse Construction under the Condition of Beijing-Tianjin-Hebei Coordinated Development, 2015 (Key Participant).
11. Horizontal Project from Beijing Municipal Emergency Management Bureau: Assessment of Pressure Vessel and Pipeline Unit Usage in Beijing, 2015 (Key Participant).
III. Academic Papers
1.Yang Li. An Object Recognition Method Based on the Improved Convolutional Neural NetworkJJ. Computational and Theoretical Nanoscience, 13:1-8, 2016.
2.Yang Li, Jian Tan, Zhiwei Yang, Shuang Cheng. Research on UWB location algorithm based on PSOJJ. Journal of Multiple-Valued Logic and Soft Computing, 2018.
3.Yang Li. Research on TDOA Location Error Elimination of Hazardous Chemicals Storage Based on Improved WaveletJJ. Journal of Intelligent & Fuzzy Systems，vol. 34, no. 2, pp. 903-911, 2018.
4.Yang Li, Hao Wang, Wenfeng Chen, Jiajia Wang, WenXuan Min. Research on Elimination Algorithm of Cargo Positioning Error in Palletizing Warehouse of Dangerous ChemicalsJJ. Chimica Oggi-chemistry today, 36(6):197-204, 2018.
5. Yang Li, Hao Wang, Wenfeng Chen, Jiajia Wang. Location optimization algorithm for hazardous chemicals stacked warehouse based on improved PSOJJ. Latin American Applied Research,2019 (SCI).
6.Yang Li, Hao Wang, Wenfeng Chen, Jiajia Wang. Improved Particle Swarm Optimization Based on Microscope Chemicals Storage LocationJJ. ACTA MICROSCOPICA, 28（2）：208-214, 2019.
7.Yang Li, Hao Wang, Kebai, Simeng Chen. Dynamic intelligent risk assessment of hazardous chemical warehouse fire based on electrostatic discharge method and improved support vector machineJJ. Process Safety and Environmental Protection,145:425-434, 2021.
8. Li Y, Bai K, Wang H, et al. Research on improved FAWT signal denoising method in evaluation of firefighter training efficacy based on sEMGJJ. Biomedical Signal Processing and Control, 2022, 72: 103336.
9.Yang Li, Simeng Chen, Ke Bai, Hao Wang. Path planning of patrol robot based on improved discrete electrostatic discharge algorithmJJ. Journal of Intelligent & Fuzzy Systems,1-12, 2022.
10. Yang Li, Qinglin Han, Simeng Chen, Gaozhi Cui, Ke Bai, Linqi Cui. Assessment of firefighter-training effectiveness in China based on human-factor parameters and machine learningJJ. Technology and Health Care, 31(6): 2165--2192, 2023.
11.Yang Li,Gaozhi Cui, Qinglin Han,Simeng Chen,Shuaishuai Lu. Risk assessment model for dust explosion in dust removal pipelines using an attention mechanism?based convolutional neural networkJJ. Stochastic Environmental Research and Risk Assessment, 38(10):3837-3850, 2024.
12. Yang Li, Qinglin Han, Gaozhi Cui, Ke Bai. Evaluation of Firefighter Training Effectiveness Based on Human Physiological Signals and Improved Transfer LearningJJ. Fire Technology,2024.
13. Yang Li, Gaozhi Cui, Qinglin Han, Shuaishuai Lu, Zhaoxiang Zhang. Improved ResNet50 Deep Learning Algorithm for Dust Explosion Risk Assessment of Dust Removal PipelinesJJ. Combustion Science and Technology,2024.
IV. Patents and Software Copyrights
1. Li Yang, Dai Bo, Liu Xuejun, Liu Jiandong, Sha Yun, Zhang Xiaoming, Chen Aidong. Warehouse Safety Monitoring System, Chinese Invention Patent, CN201510222406 (Published).
2. Li Yang, Dai Bo, Liu Xuejun, Liu Jiandong, Sha Yun, Zhang Xiaoming, Chen Aidong. Warehouse Safety Monitoring System, Utility Model Patent, CN201520281738 (Granted).
3. Yang Li, Hao Wang, Ke Bai, Simeng Chen. HAZARDOUS CHEMICAL SAFETY MANAGEMENT ASSESSMENT METHOD, International Patent, 2020102424 (Granted).
4. Li Yang, Wang Hao, Bai Ke, He Shuying, Wang Shuai, Fu Haoran, Bai Tianyu, Jia Shaokang. Chemical Park Inspection Robot Path Optimization System Based on Dynamic Fire Risk Intelligent Assessment, Invention Patent, ZL2020106337796 (Granted).
5. Li Yang, Chen Simeng, Bai Ke, Han Qinglin. A Wind Pipe Dust Removal Device Based on Roller Type, Invention Patent, ZL2022104105219 (Granted).
6. Li Yang, Bai Ke, Chen Simeng, Han Qinglin. A Firefighter Training Efficacy Assessment Method and System, Invention Patent, ZL2022103729910 (Granted).
7. Li Yang, Pang Lei, Lv Pengfei, Hu Shoutao. VR-Based Immersive Experience System for Principle and Disassembly of Toxic and Harmful Gas Detectors in Spray Painting Workshops, Software Copyright, 2022SR1319405.
8. Li Yang, Pang Lei, Lv Pengfei, Hu Shoutao. Hazard Identification Training System for Spray Painting Workshops Based on Virtual Reality Technology, Software Copyright, 2022SR0526486.
9. Li Yang, Pang Lei, Lv Pengfei, Hu Shoutao. Hazard Identification Training System for Typical Municipal Confined Spaces Based on Virtual Reality Technology V1.0, Software Copyright, 2022SR0526489.
10. Li Yang, Bai Ke, Wang Hao, Chen Simeng. Flexible Analytic Wavelet Transform Software Based on Genetic Algorithm V1.0, Software Copyright, 2020SR1590526.
11. Li Yang, Wang Hao, Bai Ke, Chen Simeng. Intelligent Assessment System for Fire Risk Level of Hazardous Chemical Warehouses V1.0, Software Copyright, 2020SR1578443.
12. Li Yang, Bai Ke, Chen Simeng, Han Qinglin, Chen Zengqiang. Signal Denoising Software Based on Multiverse Optimization Algorithm V1.0, Software Copyright, 2022SR0260418.
13. Li Yang, Chen Simeng, Bai Ke, Han Qinglin. Robot Chemical Park Inspection Path Planning System Based on Improved Discrete Electrostatic Discharge Algorithm V1.0, Software Copyright, 2022SR0260401.
14. Li Yang, Han Qinglin, Bai Ke, Chen Simeng. Flexible Analytic Wavelet Transform Software Based on Grey Wolf Optimizer Algorithm V1.0, Software Copyright, 2022SR0260426.
15. Li Yang, Han Qinglin, Bai Ke, Chen Simeng. Flexible Analytic Wavelet Transform Software Based on Grasshopper Optimization Algorithm V1.0, Software Copyright, 2022SR0260417.
16. Li Yang, Bai Ke, Chen Simeng, Han Qinglin, Chen Zengqiang. Low-Frequency Signal Denoising Software Based on Salp Swarm Algorithm V1.0, Software Copyright, 2022SR0260425.
17. Li Yang, Cui Gaozhi, Chen Simeng, Han Qinglin. FAWT-BM3D Image Denoising Software Based on Whale Optimization Algorithm V1.0, Software Copyright, 2023SR0826493.
18. Li Yang, Cui Gaozhi, Chen Simeng, Han Qinglin. BM3D Image Denoising Software Based on Meanshift Clustering Algorithm V1.0, Software Copyright, 2023SR0828345.
19. Li Yang, Han Qinglin, Chen Simeng, Cui Gaozhi, Cui Linqi. Joint Distribution Adaptation Firefighter Training Efficacy Assessment Software Based on Grasshopper Optimization Algorithm V1.0, Software Copyright, 2023SR0700950.
20. Li Yang, Han Qinglin, Chen Simeng, Cui Gaozhi, Cui Linqi. JDA Firefighter Training Efficacy Assessment Software Based on Aquila Optimizer Algorithm V1.0, Software Copyright, 2023SR0826494.
21. Li Yang, Cui Gaozhi, Han Qinglin, Lu Shuaishuai, Huang Jianfeng. Dust Explosion Risk Assessment Software for Dust Removal Pipeline Deposits Based on Deep Learning V1.0, Software Copyright, 2024SR0636488.
22. Li Yang, Cui Gaozhi, Han Qinglin, Lu Shuaishuai, Huang Jianfeng. Dust Removal Pipeline Deposit Image Recognition Software Based on ConvNeXt-T V1.0, Software Copyright, 2024SR0637020.
V. Books and Textbooks
1. Yang Li. Research on Unsafe Behaviors of Personnel in Chemical Enterprises and Preventive Countermeasures, Enot Science Press, 2021.
2. Yang Li. Safety Detection and Monitoring, Petroleum Industry Press, 2022 (14th Five-Year Plan Characteristic Planning Textbook for Petroleum Colleges and Universities).
VI. Awards and Honors
1.Research and Application of Quantitative Assessment Technology for Subway Tunnel Explosion Disasters, Second Prize of Science and Technology Award, China Occupational Safety and Health Association, Certificate No.: 2018-2-11-04, 2019.
2. Fifth China Petroleum and Chemical Education and Teaching Achievement Award, Second Prize, Certificate No.: Z-3-2020047.
3. Sixth China Petroleum and Chemical Education and Teaching Achievement Award, Second Prize, Certificate No.: CG202202063.
VII. Requirement of postgraduate student
I am currently recruiting Master's students for the professional degree program in Resources and Environment (Safety Engineering direction). I sincerely welcome diligent, innovative students with strong computer application skills and good English proficiency from majors such as Safety Engineering, Chemical Engineering, Environmental Engineering, Electronic Information, etc., to join our team for mutual development and shared success! Students from information-related majors such as Artificial Intelligence, Computer Science, and Software Engineering are especially welcome!