哈尔滨工程大学学报(英文版)2024,Vol.23Issue(4) :914-926.DOI:10.1007/s11804-024-00492-5

Predicting Human Reliability for Shore-based LNG Bunkering Operation Process on Tanker Ships Using SLIM and Improved Z-numbers

Murat Mert Tekeli Seher Suendam Arici Sukru Ilke Sezer Emre Akyuz Paolo Gardoni
哈尔滨工程大学学报(英文版)2024,Vol.23Issue(4) :914-926.DOI:10.1007/s11804-024-00492-5

Predicting Human Reliability for Shore-based LNG Bunkering Operation Process on Tanker Ships Using SLIM and Improved Z-numbers

Murat Mert Tekeli 1Seher Suendam Arici 1Sukru Ilke Sezer 2Emre Akyuz 1Paolo Gardoni3
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作者信息

  • 1. Department of Maritime Transportation and Management Engineering,Istanbul Technical University,Tuzla 34940,Istanbul,Türkiye
  • 2. Department of Maritime Transportation and Management Engineering,Istanbul Technical University,Tuzla 34940,Istanbul,Türkiye;Department of Maritime Transportation and Management Engineering,Iskenderun Technical University,Iskenderun 31200,Hatay,Türkiye
  • 3. Department of Civil and Environmental Engineering,University of Illinois at Urbana-Champaign,Urbana,IL,61801,USA
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Abstract

With the increasing utilization of liquefied natural gas(LNG)as a marine fuel,the safety and reliability of shore-based LNG bunkering operations have become vital concerns.Human factors are crucial to the successful execution of these operations.However,predicting human reliability in such complex scenarios remains challenging.This paper focuses on the prediction of human reliability analysis(HRA)for shore-based LNG bunkering operations on tanker ships to address the aforementioned gap.Practical approaches to predicting HRA under the success likelihood index method(SLIM)and an improved Z-numbers approach are both adopted in this paper.SLIM provides a powerful tool to calculate human error,while the improved Z-numbers can address uncertainty and improve the reliability of qualitative expert judgments.Results show that the reliability of shore-based LNG bunkering operations is 0.861.In addition to its robust theoretical contribution,this research provides substantial practical contributions to LNG ship owners,ship superintendents,safety inspectors,and shore-based and ship crew for enhancing safety at the operational level and efficiency of shore-based LNG bunkering operations.

Key words

LNG bunkering operation/Success likelihood index method/Improved Z-numbers/Human reliability

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出版年

2024
哈尔滨工程大学学报(英文版)
哈尔滨工程大学

哈尔滨工程大学学报(英文版)

CSTPCD
影响因子:0.381
ISSN:1671-9433
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