다랑어 원양어선에서 발생하는 산업재해에 대한 정량적 위험성 분석
Quantitative risk analysis of industrial incidents occurring on overseas tuna fishing vessels
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
이 연구는 원양 다랑어 선망어선과 연승어선의 어선원에게 발생하는 산업재해의 위험성을 정량적으로 분석하였다. 2019년부터 2022년까지 보고된 선망어선 401건, 연승어선 77건, 총 478건의 산업재해를 베이지안 네트워크를 이용하여 분석하였다. 선망어선의 산업재해 발생 위험성은 질병에서 가장 높게 나타났다. 질병을 제외한 산업재해의 경우, 조업과정이 어획물 처리 중 5.31배, 선박 정비 중 2.05배, 적재하역 중 2.38배로 위험성이 가장 높았다. 선체에 의한 산업재해의 위험성은 어구에 의한 것보다 9.50배, 기계에 의한 것보다 4.59배, 어획물에 의한 것보다 3.61배 높게 분석되었다. 산업재해 형태 중 넘어짐이 가장 빈번하게 나타났으며, 부딪힘의 2.58배, 맞음의 3.74배, 불균형 및 무리한 동작의 3.94배 높게 분석되었다. 연승어선의 경우 대부분의 산업재해가 질병에 집중되어 있으며, 주요 발생 질병 형태로는 치아, 근골격계, 피부, 호흡기 질환이 분석되었다. 이 연구는 높은 위험 형태의 산업재해인 넘어짐을 줄이기 위한 저감 방안을 제시하고, 원양 다랑어 어선원의 질병을 예방하기 위한 건강관리 전략을 제시하는 것을 목표로 한다. 이러한 측면을 다룸으로써, 연구는 원양 다랑어 어업의 안전성과 지속 가능성에 기여하고자 한다.
Abstract
This study quantitatively analyzes risks of industrial incidents to fisher on overseas tuna purse seiners and long liners. A Bayesian network is employed to analyze 478 cases of industrial incidents, comprising 401 cases from purse seiners and 77 cases from long liners, reported from 2019 to 2022. The highest risk of industrial incidents on purse seiners is attributed to diseases. Excluding diseases, risks are the highest during fishing: 5.31 times higher during catch handling, 2.05 times higher during maintenance, and 2.38 times higher during loading and unloading. The risk of industrial incidents caused by the hull is 9.50 times higher than those caused by fishing gear, 4.59 times higher than those caused by machinery, and 3.61 times higher than those caused by the caught fish. Among the types of industrial incidents, slips are the highest: 2.58 times higher than industrial incidents caused by being bump, 3.74 times higher than those caused by hit, and 3.94 times higher than those caused by imbalance and overexertion. For long liners, most industrial incidents are concentrated in diseases, with dental, musculoskeletal, skin, and respiratory diseases being the primary types of industrial incidents identified. This study aims to propose reduction measures for reducing the high-risk form of industrial incidents, specifically slips, and to present health management strategies for preventing diseases among fisher on overseas tuna fishing vessels. By addressing these aspects, this study seeks to contribute to the safety and sustainability of the overseas tuna fishing industry.
참고문헌 (32)
- Hänninen M, "Bayesian network modeling of port state control inspection findings and ship accident involvement", Expert systems with applications, 41, pp.1632~1646 (2014)[DOI]
- Hänninen, M, "Expert elicitation of a navigation service implementation effects on ship groundings and collisions in the gulf of finland", Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 228, pp.19~28 (2014)[DOI]
- Hyun JS, "Development of tuna purse seine fishery in Korea and the countries concerned", J Fish Mar Sci Edu, 4, pp.30~46 (1992)
- International Maritime organization (IMO), "Revised guidelines for formal safety assessment (FSA) for use in the IMO rule-making process. MSC-MEPC.2", Circ.12, pp.2018, 1~71
- Jo HS, "Sinking depth of tuna longlines related to mainline materials in the North Pacific Ocean", J Korean Soc Fish Tech, 47, pp.173~182 (2011)[DOI]
- Kim JB, "Diets of bigeye and yollowfin tunas in the Western Tropical Pacific", J Korean Fish Soc, 30, pp.179~729 (1997)
- Kim JH, "Investigation of occupational disease and prevention management of seafarers", Ph. D., pp.2007
- Kim OT, "Analysis of safety risk factors of fishermen on the Korean tuna purse seiner", J Korean Soc Fish Ocean Technol, 58, pp.251~261 (2022)[DOI]
- Kim SW, "The distribution of catch by Korean tuna purse seiners in the Western Pacific Ocean", J Fish Mar Sci Edu, 7, pp.182~200 (1995)
- Kim SS, "Effects of hook and bait types on bigeye tuna catch rates in the tuna longline fishery", Korean J Ichthyology, 20, pp.105~111 (2008)
- Kitson NK, "A survey of bayesian network structure learning", Artificial Intelligence Review, pp.1~94 (2023)[DOI]
- "Statistic database of deep sea fishery" (2024)[URL]
- Kwon Y, "An ecological risk assessment for the effect of the Korean tuna longline fishery in the Western and Central Pacific Ocean", J Kor Soc Fish Tech, 45, pp.22~33 (2009)[DOI]
- Kwon Y, "Standardization of CPUE for bigeye(Thunnus obesus)and yellowfin(Thunnus albacares)tunas by the Korean longline fishery in the Indian Ocean", J Kor Soc Fish Tech, 44, pp.194~206 (2008)[DOI]
- Lee JH, "Simulation on the shape of tuna longline gear", Bull Korean Soc Fish Tech, 39, pp.305~317 (2003)
- Lee JU, "Change in gear construction of Korean tuna longline fishery in the Pacific Ocean", J Korean Soc Fish Res, 1, pp.94~103 (1998)
- Lee MK, "Fishing efficiency by vessel capacity of Korean tuna purse seiners operating in the western and central Pacific Ocean", J Korean Soc Fish Technol, 53, pp.169~176 (2017)[DOI]
- Lee MK, "Changes in fishing characteristics and distributions of Korean tuna purse seine fishery by oceanographic conditions in the Pacific Ocean", J Korean Soc Fish Technol, 52, pp.149~161 (2016)[DOI]
- Lee MK, "Study on effects and strategies of Korean tuna purse seine fishery affected by conservation management measures of Western and Central Pacific Fisheries Commission", J Korean Soc Fish Technol, 52, pp.197~208 (2016)[DOI]
- Moon DY, "On the log-associated school fishery of Korean tuna purse seiners", J Korean Fish Soc, 29, pp.197~207 (1996)
- Moon DY, "Characteristics of the Korean tuna purse seine fishery in the Western and Central Pacific Ocean", J Korean Soc Fish Technol, 41, pp.263~270 (2005)[DOI]
- "Deep-sea fishery"[URL]
- Park HW, "Catch characteristics of the Korean tuna longline fishery in the Atlantic ocean", J Kor Soc Fish Technol, 50, pp.556~566 (2014)[DOI]
- Park SW, "An ecological study of tuna longline catch distribution obtained by experimental fishing operation", Bull Korean Fish Soc, 2, pp.161~172 (1969)
- Park YE, "Analysis on fishing conditions of the Korean tuna purse seiner operating in the western and central Pacific Ocean", J Korean Soc Fish Technol, 52, pp.356~363 (2016)[DOI]
- Pearl J, "Probabilistic reasoning in intelligent systems : networks of plausible inference", pp.29~75 (1988), Morgan Kaufmann
- Ryu K J, "A change of rigging method for purse seine gear of Korea tuna purse seine fishery in the Western and Central Pacific Ocean", J Korean Soc Fish Technol, 51, pp.50~60 (2015)[DOI]
- "Seafarers act" (2024)[URL]
- Trucco P, "A Bayesian belief network modelling of organisational factors in risk analysis : A case study in maritime transportation", Reliability Engineering & System Safety, 93, pp.845~856 (2008)[DOI]
- Yang WS, "Oceanic characteristics of fishing ground for yellowfin and bigeye tunas caught by Korean longline fishery in the Tropical Pacific", J Korean Fish Soc, 38, pp.196~204 (2005)
- Yeo IC, "About formal safety assessment(FSA)", Bulletin of the society of naval architects of Korea, 35, pp.54~58 (1998)
- Yoo JT, "Standardization of catch per unit effort(CPUE)for bigeye tuna(Thunnus obesus)by the Korean longline fishery in the Pacific Ocean", Kor J Fish Aquat Sci, 43, pp.740~746 (2010)
