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The immediate requirement to transform the causes of accidents into valuable information and knowledge may be addressed by data mining. Association rule mining was employed in this research using an apriori algorithm to determine the affinity between the sub-factors that cause fatal accidents in the Malaysian construction industry.
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In Ghana, mine pit collapse was the most frequent cause of accidents associated with injuries, followed by blasting injuries . Ground failures, due to unsupported or poorly supported shafts and poor pit design, also led to fatalities and injuries of varying degrees in Ghana ASM operations [ 19 ].
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This paper explores the root causes of coal mine accidents to clarify the characteristics of safety culture deficiencies and propose positive suggestions based on the results of …
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The lack of danger warning signs, abrupt slopes and slippery surfaces with no support to prevent falls, sharp edges with no guards to prevent cuts, are all factors which contribute …
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Occurrences of mining accidents reported in selected Ghanaian media during the year 2007–2012 were also analyzed to corroborate the causes of the accidents. Fractures and contusions constituted the most frequently occurring injuries, with collapse of the mine pits and falls being the most frequent cause of accidents reported both by the ...
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According to Dash et al. (), inundation, roof fall, workplace accidents, fires are the major health and safety hazards in the mining industry (Dash et al. 2017).Manual operation and automatic operation of mining both are well connected with disasters. The disruption of the functioning of mines leads to widespread human, material or …
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Deadly Myanmar mine disaster caused by poor planning, say data sleuths. First scientific study of Myanmar's worst mining accident reveals that human error contributed to the …
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Data reported by operators of mining establishments concerning work injuries are summarized by work location, accident classification, part of body injured, nature of …
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Under the backdrop of the robust growth of the global economy, the water transport industry is experiencing rapid development, resulting in an increase in ship collisions and a critical water traffic safety situation. This study uses text mining techniques to gather a corpus of data. The corpus includes human factors, ship factors, natural …
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According to a new report from the International Council on Mining and Metals (ICMM), 'Safety Performance: Benchmarking Progress of ICMM Company Members in 2021', the total number of work-related fatalities in the mining sector remained relatively consistent with 2020, seeing 43 deaths in 2021 compared to 44 the year before. This …
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In this paper, a data mining method Logistics-DT-TFP is proposed for analysing the causes of RDGT accidents. Firstly, analyse the transportation process, extract the cause of the accident, and ...
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At the same time, a high-precision, fast, and more in-depth accident cause mining method has been obtained at the Safety I level. (ii) Reducing the impact of subjective judgment on accident cause analysis without manual participation. This study completely adopts data mining methods for accident cause analysis, without the need …
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Analyses of mining accident data suggest that approximately 40% of all lost time injuries in open-pit mines occur while mobile equipment operators are ascending or decending their vehicles ...
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The mining industry is a vital economic sector, comprising the utilisation of coal, metal, and non-metal minerals [].However, historically, mining has also been one of the most hazardous working environments in many countries around the world [1,2,3].For instance, coal mining operations have the highest machine-related accident rates and …
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There are various causes for the occurrence of mining accidents, including leaks of poisonous or explosive natural gases, collapsing of mine stopes, dust explosions, …
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MSHA investigates all serious and fatal mining accidents, then issues a comprehensive report of its findings. On this page are investigative reports, internal reviews and independent assessments of high-profile mining disasters that have occurred since 2000. Upper Big Branch Mine-South On April 5, 2010, a massive coal dust explosion at this …
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DOI: 10.1016/j.heliyon.2023.e13389 Corpus ID: 256574390; Data mining of the essential causes of different types of fatal construction accidents @article{Rafindadi2023DataMO, title={Data mining of the essential causes of different types of fatal construction accidents}, author={Aminu Darda'u Rafindadi and Nasir Shafiq and Idris Othman and …
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Accurately and quickly mining the hidden information in railway dangerous goods transportation (RDGT) accident reports has great significance for its safety management. In this paper, a data mining method Logistics-DT-TFP is proposed for analysing the causes of RDGT accidents. Firstly, analyse the t …
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In the field of mine safety, many scholars analyze the causes of coal mine accidents by constructing causal model of mine accidents [5]. Bhattacharjee et al. [6] analyzed the root causes of underground coal mine accidents in India through accident causality models such as accident causality tree (ACT) and Swiss Cheese model.
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The most common causes of accidents in coal mining are firedamp and dust explosions, landslips, mine fires, and technical failures related to transport and mechanization.
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Summary and conclusion It is imperative to determine the root causes of every mine accident to minimize the chances of repeated disasters in the future. This paper critically analyzed mine explosion data at Indian coal …
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These data were analyzed to estimate the injury rates and accident causes in the Japanese mining industry. In Japan, the median injury, severe injury and fatality rates were 129.25, 5.44 and 2.99/1000 workers, respectively. A collapsing roof in an underground mine was the principal cause of fatal accidents, accounting for a median value of 21/ ...
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The most common causes of accidents in coal mining are firedamp and dust explosions, landslips, mine fires, and technical failures related to transport and mechanization. An analysis of ...
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This paper therefore examines statistics on gas accidents in coal mines in China from 2009 to 2019; it studies the macroscopic laws of gas accidents and attempts to quantitatively identify the various safety factors related to coal mine gas. Using the accident causation model, the causes of gas accidents are systematically analyzed.
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Road hauling accidents involving hauling trucks are the highest contributor to coal mine accidents in Indonesia. More than 20 percent of accidents related to coal mining occur on hauling roads. PT X is an open-pit coal mining company that transports coal for processing using hauling trucks. At this company, coal hauling truck accidents …
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Based on the data mining work of the above researchers on traffic accidents, the theoretical research results on the causes of traffic accidents are relatively fruitful in China, but most of them are aimed at data on urban roads and highway accidents. The data mining of traffic accidents in other countries is mainly reflected in …
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DOI: 10.18502/kls.v4i5.2539 Corpus ID: 169387363; Causes of Fatal Accidents Involving Coal Hauling Trucks at a Coal Mining Company in Indonesia @article{Sudiyanto2018CausesOF, title={Causes of Fatal Accidents Involving Coal Hauling Trucks at a Coal Mining Company in Indonesia}, author={Joko Sudiyanto and …
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Tirumuru Ketha et al. [] research effort creates models based on the factors that cause accidents, such as weather conditions, cause of accidents, road characteristics and conditions, and accident type.Likewise, they selected a number of significant elements from the best model in order to build a model for describing the …
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The SLR examined research trends in mining accidents issues between 2015 and 2019 and successfully developed four main themes. These consist of the main causes of accidents (46%), and the prevention (20%), challenges (17%) and impacts of post-mining …
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Number of mine accidents worldwide, as well as in the Stan Terg mine is disturbing, even more disturbing is the fact of the repetition of the causes of mining accidents.
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Based on these 57 studies, four main themes were developed: the main causes of mining accidents (46%), the prevention of mining accidents (20%), and the challenges of …
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This paper takes 638 coal mine accidents in China from 2018 to 2022 as the data source, comprehensively analyzes the causes of coal mine accidents, and proposes accident prevention and control suggestions from the four indicators of humans, machines, environment, and management. The following conclusions are drawn.
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