According to the domestic and international process safety management system standards and performance indicators, the process safety management evaluation index set of petrochemical plant was combed. The correlation degree of the index set was evaluated using the decision tree algorithm based on the correlation degree, thus the process safety management evaluation index system of the petrochemical plant was constructed. The evaluation model was established by multi-level comprehensive fuzzy evaluation method, then the quantitative evaluation grading standard of the plant was proposed. The process safety management evaluation system of the plant was designed and developed. The evaluation and calculation of the process safety management performance of the petrochemical plant were realized. The system was applied in the ethylene plant of an enterprise, which has the practical significance for improving the process safety management level of the plant.
Hongxun SHI
. Research and application of process safety management and evaluation technology for petrochemical device based on decision tree algorithm[J]. The Chinese Journal of Process Engineering, 2018
, 18(S1)
: 52
-58
.
DOI: 10.12034/j.issn.1009-606X.20180070
[1]粟镇宇.工艺安全管理与事故预防[M].北京:中国石化出版社,2008. [2]Li Zhenyu.Process safety management and accident prevention[M].Beijing: China Petrochemical Press, 2008. [3]李峰,储胜利,程宗华.石油石化重大工艺安全事故应急机制浅析[J].中国安全生产科学技术, 2014, 10(2):126-130 [4]LI Feng, CHU Sheng-li, CHENG Zong-hua.Study on emergency mechanism for major process safety accidents in petroleum and petrochemical industry[J].Journal of Safety Science and Technology, 2014, 10(2):126-130 [5]Sanders, J.W.. process safety artificial intelligence system[C]. In Proc. Of 8th Int. Symp. On LOSS prevention and Safety Promotion in the Process Industries, Antwerpen, Netherlands, 1995, 657-666. [6]American Chemical Society.Technology vision 2020[Z].by ACS, AIChE, CMA, CCR and SOCMA, 1996. [7]Center for Chemical Process Safety (CCPS).Guidelines for Auditing Process Safety Management Systems, 2nd Edition[J].CCPS, February 2011., :- [8]Kim JH.Process safety management(PSM) in Korea. [J].Proceedings “Coordinated Development of Occupational Safety & Health with Society and Economy” -APOSHO-20,, 2004, :177-180 [9]朱明.数据挖掘[M].中国科技大学出版社, 2002. [10]ZHU Ming.Data Minging[M]. Press of University of Science and Technology of China, 2002.