发表论文
1. Zengkai Liu*, Ulrich Callies. A probabilistic model of decision making regarding the use of chemical dispersants to combat oil spills in the German Bight. Water Research, 2020, 169, 115196. (SCI, IF: 12.8, JCR一区）
2. Zengkai Liu*, Qiang Ma, Baoping Cai, Xuewei Shi, Chao Zheng, Yonghong Liu. Risk coupling analysis of subsea blowout accidents based on dynamic Bayesian network and NK model. Reliability Engineering and System Safety, 2022, 218: 108160. (SCI, IF: 8.1, JCR一区)
3. Zengkai Liu, Yonghong Liu*, Dawei Zhang, Baoping Cai, Chao Zheng. Fault diagnosis for a solar assisted heat pump system under incomplete data and expert knowledge. Energy, 2015, 87:41-48. (SCI, IF:9，JCR一区)
4. Zengkai Liu, Yonghong Liu*, Baoping Cai, Chao Zheng. An approach for developing diagnostic Bayesian network based on operation procedures. Expert Systems With Applications, 2015, 42: 1917-1926. (SCI, 8.5，JCR一区)
5. Zengkai Liu*, Ulrich Callies. Implications of using chemical dispersants to combat oil spills in the German Bight - Depiction by means of a Bayesian network. Environmental Pollution, 2019, 248:609-620. (SCI, IF: 8.9, JCR一区)
6. Zengkai Liu*, Zhonghao Han, Qi Chen, Qiang Ma, Xuewei Shi, Baoping Cai, Yonghong Liu. Risk assessment of marine oil spills using dynamic Bayesian network analyses. Environmental Pollution, 2023, 317, 120716. (SCI, IF: 8.9, JCR一区)
7. Zengkai Liu*, Qiang Ma, Baoping Cai, Yonghong Liu, Chao Zheng. Risk assessment on deepwater drilling well control based on dynamic Bayesian network. Process Safety and Environmental Protection, 2021, 149: 643-654. (SCI, IF: 7.8, JCR一区)
8. Zengkai Liu*, Qiang Ma, Xuewei Shi, Qi Chen, Zhonghao Han, Baoping Cai, Yonghong Liu. A dynamic quantitative risk assessment method for drilling well control by integrating multi types of risk factors. Process Safety and Environmental Protection, 2022, 167, 162-172. (SCI, IF: 7.8, JCR一区)
9. Zengkai Liu, Yonghong Liu*, Baoping Cai, Xiaolei Li and Xiaojie Tian. Application of Petri nets to performance evaluation of subsea blowout preventer system, ISA transactions, 2015, 54: 240-249. (SCI, IF: 7.3，JCR一区)
10. Zengkai Liu, Yonghong Liu*, Xinlei Wu, Dongwei Yang, and Baoping Cai. Reliability evaluation of auxiliary feedwater system by mapping GO-FLOW models into Bayesian networks. ISA Transactions, 2016, 64: 174-183. (SCI, IF: 7.3，JCR一区)
11. Zengkai Liu*, Qi Chen, Chao Zheng, Zhonghao Han, Baoping Cai, Yonghong Liu. Oil spill modeling of Chengdao oilfield in the Chinese Bohai Sea. Ocean Engineering, 2022, 255, 111422. (SCI, IF:5, JCR一区)
12. Zengkai Liu, Xuewei Shi, Yunsai Chen*, Zhonghao Han, Qi Chen, Baoping Cai, Yonghong Liu. Modeling for dependent competing failure processes of subsea pipelines considering parameter uncertainty based on dynamic Bayesian network. Ocean Engineering, 2023, 280, 114886. (SCI, IF:5, JCR一区)
13. Qi Chen, Zengkai Liu*, Yunsai Chen, Zhonghao Han, Xuewei Shi, Baoping Cai, Yonghong Liu. Modeling weathering processes of spilled oil on the sea surface based on dynamic Bayesian network. Ocean Engineering, 2023, 284, 115194. (SCI, IF:5, JCR一区)
14. Xuewei Shi, Zengkai Liu*, Zhi Guo, Changlei Dong, Zhonghao Han, Qi Chen, Baoping Cai, Yonghong Liu. Reliability assessment of competing failure processes with correlated multi-performance characteristics: A case study of subsea Christmas tree hydraulic power unit.Ocean Engineering, 2024, 295, 116926.(SCI, IF:5, JCR一区)
15. Yunsai Chen, Boyuan Huang, Zengkai Liu*, Qiangguo Niu, Tianyu Xie. Few-shot fault diagnosis of underwater thrusters based on semi-supervised prototypical network with SimaAM attention and auxiliary classifier. Ocean Engineering, 2024, 312, 119216. (SCI, IF:5, JCR一区)
16. Zengkai Liu*, Yonghong Liu, Xinlei Wu, Baoping Cai. Risk analysis of subsea blowout preventer by mapping GO models into Bayesian networks. Journal of Loss Prevention in the Process Industries, 2018, 52, 54-65. (SCI, IF:3. 5, JCR二区)
17. Zengkai Liu*, Yonghong Liu. A Bayesian network based method for reliability analysis of subsea blowout preventer control system. Journal of Loss Prevention in the Process Industries, 2019, 59, 44-53. (SCI, IF:3. 5, JCR二区)
18. Zengkai Liu, Yonghong Liu, Baoping Cai, Dawei Zhang, Chao Zheng. Dynamic Bayesian network modeling of reliability of subsea blowout preventer stack in presence of common cause failures. Journal of Loss Prevention in the Process Industries, 2015, 38: 58-66. (SCI, IF:3. 5, JCR二区)
19. Zengkai Liu*, Qi Chen, Yiwen Zhang, Chao Zheng, Baoping Cai, Yonghong Liu. Research on transport and weathering of oil spills in Jiaozhou Bight, China. Regional Studies in Marine Science, 2022, 51: 102197. (SCI, IF: 2.1, JCR二区)
20. Zengkai Liu*, Kanglei Lv, Chao Zheng, Baoping Cai, Gang Lei, Yonghong Liu. A fault diagnosis method for rolling element bearings based on ICEEMDAN and Bayesian network. Journal of Mechanical Science and Technology, 2022, 36, 2201-2212. (SCI, IF: 1.6, JCR三区)
