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Possibilities of Practical Use of Historical Distributions of Ash,Sulfur and Mercury Contents in Commercial Steam Coal of the USCB
Authors:Ireneusz Pyka  Wojciech Kempa  Krzysztof Wierzchowski
Institution:1.Central Mining Institute, 40-166 Katowice, Poland;2.Department of Mathematics Applications and Methods for Artificial Intelligence, Faculty of Applied Mathematics, Silesian University of Technology, 44-100 Gliwice, Poland;
Abstract:In the process of extracting hard coal, extensive databases are created on its quality parameters. A statistical assessment was made of the ash, sulfur, and mercury content of commercial coals produced in the Upper Silesian Coal Basin (USCB). The statistical methods applied: non-parametric tests of compatibility for two populations, parametric significance tests, and non-parametric tests of compatibility for the three populations, showed that the distributions of ash and sulfur content in 2014 and 2015 are comparable and the average values are similar. Statistical tests indicated significant differences in the mercury content distributions and their variances. This demonstrates the need for ongoing monitoring of mercury content in commercial coals, as a prediction of mercury content from historical data is hardly possible.
Keywords:coal  coal parameters  probability distribution  variance  prediction
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