Comprehensive risk assessment of deepwater drilling riser using fuzzy Petri net model

• Published in: Process safety and environmental protection Vol. 117; pp. 483 - 497
• Main Authors: Chang, Yuanjiang, Wu, Xiangfei, Chen, Guoming, Ye, Jihua, Chen, Bin, Xu, Liangbin, Zhou, Jianliang, Yin, Zhiming, Ren, Keren
• Format: Journal Article
• Language: English
• Published: Rugby Elsevier B.V 01.07.2018; Elsevier Science Ltd
• Subjects: Accidents; Algorithms; Case depth; Combination weighting method; Deepwater drilling; Deepwater drilling riser; Downtime; Environmental protection; Exploratory drilling; Fuzzy logic; Fuzzy petri net; Fuzzy reasoning algorithm; Iterative methods; Oil exploration; Oil field equipment; Oil fields; Petri nets; Risers; Risk analysis; Risk assessment; Fuzzy reasoning algorithm; Fuzzy petri net; Combination weighting method; Risk assessment; Deepwater drilling riser
• ISSN: 0957-5820; 1744-3598
• DOI: 10.1016/j.psep.2018.05.021

Drilling risers are the critical connection of subsea wellhead and the floating drilling unit. With exploration and development of oil and gas resources moving into deepwater, drilling riser operations have been characterized with high safety risk and occurrence rate of accidents causing high drilling downtime and drilling cost. In the present study, a Fuzzy Petri Net (FPN) methodology is proposed to evaluate the comprehensive risk of deepwater drilling risers. A risk index evaluation system was established based on analyses of drilling riser accidents and identification of risk factors, and the AHP-EM method was used to determine the weights of them. A 9-tuple set was defined to model drilling riser risks according to the FPN theories, and by using the fuzzy reasoning algorithm, risk values of risk factors at different levels and the integrated system were gained by iteration of state matrix. A specific case study of deepwater drilling risers of NANHAI-8 drilling unit in Liuhua oilfield in South China Sea is presented to illustrate the application of proposed approach, and some suggestions drawn from the investigation are presented to further mitigate the risk of drilling riser operations. The case study showed that FPN is a practical and reliable method in comprehensive risk evaluation of deepwater drilling riser system.