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Application of Multi-Parameter Data Visualization by Means of Multidimensional Scaling to Evaluate Possibility of Coal Gasification

Application of Multi-Parameter Data Visualization by Means of Multidimensional Scaling to... ReferencesAgrawal R.K., 2011. Coal gasification. in: Rao K.R. (ed.): Energy and power generation handbook: Established and emerging technologies, chapter 20.Ahmed H.A.M., Drzymała J., 2005. Two-dimensional fractal linearization of distribution curves. Physicochemical Problems of Mineral Processing 39, 129-139.Blaschke W., 2009. Hard coal processing – gravitational beneficiation. Kraków, Wydawnictwo IGSMiE PAN, [in Polish].Borowiecki T., Kijeński J., Mochnikowski J., Ściążko M. (eds.), 2008. Clean energy, chemical products and coal fuels – evaluation of development potential. IChPW, Zabrze, [in Polish].Brożek M., Surowiak A., 2005. The Dependence of Distribution of Settling Velocity of Spherical Particles on the Distribution of Particle Sizes and Densities. Physicochemical Problems of Mineral Processing 39, 199-210.Brożek M., Surowiak A., 2007. Effect of Particle Shape on Jig Separation Efficiency, Physicochemical Problems of Mineral Processing 41, 397-413.Brożek M., Surowiak A., 2010. Argument of Separation at Upgrading in the Jig. Archives of Mining Sciences 55, 21-40.Chmielniak T., Tomaszewicz G., 2012. Gasification of solid fuels – present state and forecasted directions of development. Karbo 3, 191-201, [in Polish].Drzymała J., 2007. Mineral processing : foundations of theory and practice of minerallurgy. Oficyna Wydawnicza Politechniki Wrocławskiej, Wrocław.Drzymała J., 2009. Basics of minerallurgy. Oficyna Wydawnicza Politechniki Wrocławskiej, [in Polish].Dzik T., Gawenda T., Krawczykowska A., Krawczykowski D., Marciniak-Kowalska J., 2014. Investigations of coal beneficiation by mechanical mineral processing, volume I: Preparation of coals to on-surface gasification in fluidized bed gas generator by application of mechanical mineral engineering – initial investigations. Grafpol, Wroclaw, [in Polish].Gawenda T., Krawczykowski D., Marciniak-Kowalska J., 2014a. Investigations of coal beneficiation by mechanical mineral processing, volume II: Comminution, granulometric classification and coal beneficiation of coals destined to on-surface gasification in fluidized bed gas generator. Grafpol, Wroclaw, [in Polish].Gawenda T., Krawczykowski D., Marciniak-Kowalska J., 2014b. Investigations of coal beneficiation by mechanical mineral processing, volume III: Investigation of the coal preparation process for terrestrial gasification in a fluidized bed gas generator with the application of mechanical processes of mineral engineering. Grafpol, Wroclaw.Jamróz D., 2001. Visualization of objects in multidimensional spaces. Doctoral Thesis, AGH, Kraków, [in Polish].Jamróz D., 2009. Multidimensional labyrinth – multidimensional virtual reality. In: Cyran K., Kozielski S., Peters J., Stanczyk U., Wakulicz-Deja A. (eds.): Man-Machine, Interactions, AISC, Heidelberg, Springer-Verlag 59, 445-450.Jamróz D., 2014a. Application of Multidimensional Data Visualization in Creation of Pattern Recognition Systems. In: Gruca A., Czachórski T., Kozielski S. (eds.), Man-Machine, Interactions 3, AISC, Switzerland, Springer International Publishing 242, 443-450.Jamróz D., 2014b. Application of multidimensional scaling to classification of various types of coal. Archives of Mining Sciences 59, 2, 413-425.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000341919700009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Jamróz D., 2014c. Application of multi-parameter data visualization by means of autoassociative neural networks to evaluate classification possibilities of various coal types. Physicochemical Problems of Mineral Processing 50 (2), 719-734.Jamróz D., paper in print. The perspective-based observational tunnels method: A new method of multidimensional data visualization. Information Visualization.Jamróz D., Niedoba T., 2014. Application of Observational Tunnels Method to Select Set of Features Sufficient to Identify a Type of Coal. Physicochemical Problems of Mineral Processing 50 (1), 185-202.Jamróz D., Niedoba T., 2015. Comparison of selected methods of multi-parameter data visualization used for classification of coals. Physicochemical Problems of Mineral Processing 51 (2).Kim S.-S., Kwon S., Cook D., 2000. Interactive visualization of hierarchical clusters using MDS and MST. Metrika 51, Springer-Verlag, 39-51.10.1007/s001840000043Kosminski A., Ross D.P., Agnew J.B., 2006. Transformations of sodium during gasification of low-rank coal. Fuel Processing Technology, 943-952.10.1016/j.fuproc.2005.06.006Kruskal J. B., 1964. Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika 29, 1-27.10.1007/BF02289565Lee S., Speight J.G., Loyalka S.K., 2007. Handbook of alternative fuel technologies. CRC Press, Taylor & Francis Group.Marciniak-Kowalska J. (eds.), 2012-13. Report of NCBiR project: Elaboration of coal gasification tech nology for highly efficient production of fuels and energy. Report from research topic 2.1.2 Investigation of coal beneficiation by mechanical processing, not published work, [in Polish].Marciniak-Kowalska J., Niedoba T., Surowiak A., Tumidajski T., 2014. Multi-criteria evaluation of coal properties in terms of gasification. Archives of Mining Sciences 59, 3, 677-690.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000345019200007&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Niedoba T., 2009. Multidimensional distributions of grained materials characteristics by means of non-parametric approximation of marginal statistical density function. AGH Journal of Mining and Geoengineering 4, 235-244, [in Polish].Niedoba T., 2011. Three-dimensional distribution of grained materials characteristics. In: Proceedings of the XIV Balkan Mineral Processing Congress, Tuzla, Bosnia and Herzegovina 1, 57-59.Niedoba T., 2013a. Multidimensional characteristics of random variables in description of grained materials and their separation processes, Wydawnictwo Instytutu Gospodarki Surowcami Mineralnymi i Energią PAN, Kraków, [in Polish].Niedoba T., 2013b. Statistical analysis of the relationship between particle size and particle density of raw coal. Physicochemical Problems of Mineral Processing 49, 1, 175-188.Niedoba T., 2014. Multi-parameter data visualization by means of principal component analysis (PCA) in qualitative evaluation of various coal types. Physicochemical Problems of Mineral Processing 50, 2, 575-589.Niedoba T., Jamróz D., 2013. Visualization of multidimensional data in purpose of qualitative classification of various types of coal. Archives of Mining Sciences 58, 4, 1317-1333.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000330177600023&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Niedoba T., Surowiak A., 2012. Type of coal and multidimensional description of its composition with density and ash contents taken into consideration. In: Proceedings of the XXVI International Mineral Processing Congress 1, 3844-3854.Saramak D., 2013. Mathematical models of particle size distribution in simulation analysis of High-pressure grinding rolls operation. Physicochemical Problems of Mineral Processing 49 (1), 495-512.Sobolewski A., Chmielniak T., Topolnicka T., Świeca G., 2012. Characteristics of Polish coals in aspect of their suitability to fluidal gasification process. The Polish Mining Review 2, 174-183, [in Polish].Sobolewski A., Chmielniak T., Topolnicka T., Gieza N., 2013. Selection of coals to gasification in pressured fluidal reactor. Karbo 1, 28-38, [in Polish].Strugała A., Czalicka-Kolarz K., Ściążko M., 2011. Projects of new Technologies of coal gasification created within Strategic Program of NCBiR. Energy Policy Journal 14 (2), 375-390, [in Polish].Strugała A., Czerski G., 2012. Investigation of gasification technologies of coal in Poland. Polish Journal of Chemistry 91 (11), 2181-2185, [in Polish].Surowiak A., 2013a. Assessment of coal mineral matter liberation efficiency index. Journal of the Polish Mineral Enginerring Society 14 (2), 153-158, [in Polish].Surowiak A., 2013b. Investigation of hard coal beneficiation destined to gasification process in fluidized bed gas generator. The Polish Mining Review 69 (2), 239-244, [in Polish].Surowiak A., 2014a. Possibilities of hard coal processing destined to on-surface gasification. The Polish Mining Review 70 (4), 59-66.Surowiak A., 2014b. Influence of particle density distributions of their settling velocity for narrow size fractions. Mineral Resources Management 30, 105-122, [in Polish].Surowiak A., Brożek M., 2014a. Methodology of Calculation the Terminal Settling Velocity Distribution of Spherical Particles for High Values of the Reynold’s Number. Archives of Mining Sciences 59, 1, 269-283.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000335015400019&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Surowiak A., Brożek M., 2014b. Methodology of calculation the terminal settling velocity distribution of irregular particles for values of the Reynold’s number. Archives of Mining Sciences 59, 2, 553-562.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000341919700020&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Szostek R., 2003. Application of neural networks to approximate probability distributions using Cox distributions. AGH University of Science and Technology Journals, Electrical Engineering and Electronics, Krakow 22 (2), 114-122, [in Polish].Szostek R., Suraj Z., 2002. The use covert of Markov chains to analyze the temporal information systems. Folia Scientiarum Universitatis Technicae Resoviensis, Mathematics, Rzeszow 26, 263-273, [in Polish].Tumidajski T., 1997. Stochastic analysis of grained materials properties and their separation processes. Wydawnictwo AGH, Kraków, [in Polish].Tumidajski T., Saramak D., 2009. Methods and models of mathematical statistics in mineral processing. Wydawnictwo AGH, Kraków, [in Polish]. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Archives of Mining Sciences de Gruyter

Application of Multi-Parameter Data Visualization by Means of Multidimensional Scaling to Evaluate Possibility of Coal Gasification

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Publisher
de Gruyter
Copyright
© 2017 Dariusz Jamróz et al., published by De Gruyter Open
ISSN
1689-0469
eISSN
1689-0469
DOI
10.1515/amsc-2017-0034
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Abstract

ReferencesAgrawal R.K., 2011. Coal gasification. in: Rao K.R. (ed.): Energy and power generation handbook: Established and emerging technologies, chapter 20.Ahmed H.A.M., Drzymała J., 2005. Two-dimensional fractal linearization of distribution curves. Physicochemical Problems of Mineral Processing 39, 129-139.Blaschke W., 2009. Hard coal processing – gravitational beneficiation. Kraków, Wydawnictwo IGSMiE PAN, [in Polish].Borowiecki T., Kijeński J., Mochnikowski J., Ściążko M. (eds.), 2008. Clean energy, chemical products and coal fuels – evaluation of development potential. IChPW, Zabrze, [in Polish].Brożek M., Surowiak A., 2005. The Dependence of Distribution of Settling Velocity of Spherical Particles on the Distribution of Particle Sizes and Densities. Physicochemical Problems of Mineral Processing 39, 199-210.Brożek M., Surowiak A., 2007. Effect of Particle Shape on Jig Separation Efficiency, Physicochemical Problems of Mineral Processing 41, 397-413.Brożek M., Surowiak A., 2010. Argument of Separation at Upgrading in the Jig. Archives of Mining Sciences 55, 21-40.Chmielniak T., Tomaszewicz G., 2012. Gasification of solid fuels – present state and forecasted directions of development. Karbo 3, 191-201, [in Polish].Drzymała J., 2007. Mineral processing : foundations of theory and practice of minerallurgy. Oficyna Wydawnicza Politechniki Wrocławskiej, Wrocław.Drzymała J., 2009. Basics of minerallurgy. Oficyna Wydawnicza Politechniki Wrocławskiej, [in Polish].Dzik T., Gawenda T., Krawczykowska A., Krawczykowski D., Marciniak-Kowalska J., 2014. Investigations of coal beneficiation by mechanical mineral processing, volume I: Preparation of coals to on-surface gasification in fluidized bed gas generator by application of mechanical mineral engineering – initial investigations. Grafpol, Wroclaw, [in Polish].Gawenda T., Krawczykowski D., Marciniak-Kowalska J., 2014a. Investigations of coal beneficiation by mechanical mineral processing, volume II: Comminution, granulometric classification and coal beneficiation of coals destined to on-surface gasification in fluidized bed gas generator. Grafpol, Wroclaw, [in Polish].Gawenda T., Krawczykowski D., Marciniak-Kowalska J., 2014b. Investigations of coal beneficiation by mechanical mineral processing, volume III: Investigation of the coal preparation process for terrestrial gasification in a fluidized bed gas generator with the application of mechanical processes of mineral engineering. Grafpol, Wroclaw.Jamróz D., 2001. Visualization of objects in multidimensional spaces. Doctoral Thesis, AGH, Kraków, [in Polish].Jamróz D., 2009. Multidimensional labyrinth – multidimensional virtual reality. In: Cyran K., Kozielski S., Peters J., Stanczyk U., Wakulicz-Deja A. (eds.): Man-Machine, Interactions, AISC, Heidelberg, Springer-Verlag 59, 445-450.Jamróz D., 2014a. Application of Multidimensional Data Visualization in Creation of Pattern Recognition Systems. In: Gruca A., Czachórski T., Kozielski S. (eds.), Man-Machine, Interactions 3, AISC, Switzerland, Springer International Publishing 242, 443-450.Jamróz D., 2014b. Application of multidimensional scaling to classification of various types of coal. Archives of Mining Sciences 59, 2, 413-425.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000341919700009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Jamróz D., 2014c. Application of multi-parameter data visualization by means of autoassociative neural networks to evaluate classification possibilities of various coal types. Physicochemical Problems of Mineral Processing 50 (2), 719-734.Jamróz D., paper in print. The perspective-based observational tunnels method: A new method of multidimensional data visualization. Information Visualization.Jamróz D., Niedoba T., 2014. Application of Observational Tunnels Method to Select Set of Features Sufficient to Identify a Type of Coal. Physicochemical Problems of Mineral Processing 50 (1), 185-202.Jamróz D., Niedoba T., 2015. Comparison of selected methods of multi-parameter data visualization used for classification of coals. Physicochemical Problems of Mineral Processing 51 (2).Kim S.-S., Kwon S., Cook D., 2000. Interactive visualization of hierarchical clusters using MDS and MST. Metrika 51, Springer-Verlag, 39-51.10.1007/s001840000043Kosminski A., Ross D.P., Agnew J.B., 2006. Transformations of sodium during gasification of low-rank coal. Fuel Processing Technology, 943-952.10.1016/j.fuproc.2005.06.006Kruskal J. B., 1964. Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika 29, 1-27.10.1007/BF02289565Lee S., Speight J.G., Loyalka S.K., 2007. Handbook of alternative fuel technologies. CRC Press, Taylor & Francis Group.Marciniak-Kowalska J. (eds.), 2012-13. Report of NCBiR project: Elaboration of coal gasification tech nology for highly efficient production of fuels and energy. Report from research topic 2.1.2 Investigation of coal beneficiation by mechanical processing, not published work, [in Polish].Marciniak-Kowalska J., Niedoba T., Surowiak A., Tumidajski T., 2014. Multi-criteria evaluation of coal properties in terms of gasification. Archives of Mining Sciences 59, 3, 677-690.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000345019200007&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Niedoba T., 2009. Multidimensional distributions of grained materials characteristics by means of non-parametric approximation of marginal statistical density function. AGH Journal of Mining and Geoengineering 4, 235-244, [in Polish].Niedoba T., 2011. Three-dimensional distribution of grained materials characteristics. In: Proceedings of the XIV Balkan Mineral Processing Congress, Tuzla, Bosnia and Herzegovina 1, 57-59.Niedoba T., 2013a. Multidimensional characteristics of random variables in description of grained materials and their separation processes, Wydawnictwo Instytutu Gospodarki Surowcami Mineralnymi i Energią PAN, Kraków, [in Polish].Niedoba T., 2013b. Statistical analysis of the relationship between particle size and particle density of raw coal. Physicochemical Problems of Mineral Processing 49, 1, 175-188.Niedoba T., 2014. Multi-parameter data visualization by means of principal component analysis (PCA) in qualitative evaluation of various coal types. Physicochemical Problems of Mineral Processing 50, 2, 575-589.Niedoba T., Jamróz D., 2013. Visualization of multidimensional data in purpose of qualitative classification of various types of coal. Archives of Mining Sciences 58, 4, 1317-1333.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000330177600023&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Niedoba T., Surowiak A., 2012. Type of coal and multidimensional description of its composition with density and ash contents taken into consideration. In: Proceedings of the XXVI International Mineral Processing Congress 1, 3844-3854.Saramak D., 2013. Mathematical models of particle size distribution in simulation analysis of High-pressure grinding rolls operation. Physicochemical Problems of Mineral Processing 49 (1), 495-512.Sobolewski A., Chmielniak T., Topolnicka T., Świeca G., 2012. Characteristics of Polish coals in aspect of their suitability to fluidal gasification process. The Polish Mining Review 2, 174-183, [in Polish].Sobolewski A., Chmielniak T., Topolnicka T., Gieza N., 2013. Selection of coals to gasification in pressured fluidal reactor. Karbo 1, 28-38, [in Polish].Strugała A., Czalicka-Kolarz K., Ściążko M., 2011. Projects of new Technologies of coal gasification created within Strategic Program of NCBiR. Energy Policy Journal 14 (2), 375-390, [in Polish].Strugała A., Czerski G., 2012. Investigation of gasification technologies of coal in Poland. Polish Journal of Chemistry 91 (11), 2181-2185, [in Polish].Surowiak A., 2013a. Assessment of coal mineral matter liberation efficiency index. Journal of the Polish Mineral Enginerring Society 14 (2), 153-158, [in Polish].Surowiak A., 2013b. Investigation of hard coal beneficiation destined to gasification process in fluidized bed gas generator. The Polish Mining Review 69 (2), 239-244, [in Polish].Surowiak A., 2014a. Possibilities of hard coal processing destined to on-surface gasification. The Polish Mining Review 70 (4), 59-66.Surowiak A., 2014b. Influence of particle density distributions of their settling velocity for narrow size fractions. Mineral Resources Management 30, 105-122, [in Polish].Surowiak A., Brożek M., 2014a. Methodology of Calculation the Terminal Settling Velocity Distribution of Spherical Particles for High Values of the Reynold’s Number. Archives of Mining Sciences 59, 1, 269-283.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000335015400019&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Surowiak A., Brożek M., 2014b. Methodology of calculation the terminal settling velocity distribution of irregular particles for values of the Reynold’s number. Archives of Mining Sciences 59, 2, 553-562.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000341919700020&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=b7bc2757938ac7a7a821505f8243d9f3Szostek R., 2003. Application of neural networks to approximate probability distributions using Cox distributions. AGH University of Science and Technology Journals, Electrical Engineering and Electronics, Krakow 22 (2), 114-122, [in Polish].Szostek R., Suraj Z., 2002. The use covert of Markov chains to analyze the temporal information systems. Folia Scientiarum Universitatis Technicae Resoviensis, Mathematics, Rzeszow 26, 263-273, [in Polish].Tumidajski T., 1997. Stochastic analysis of grained materials properties and their separation processes. Wydawnictwo AGH, Kraków, [in Polish].Tumidajski T., Saramak D., 2009. Methods and models of mathematical statistics in mineral processing. Wydawnictwo AGH, Kraków, [in Polish].

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Archives of Mining Sciences – de Gruyter

Published: Sep 1, 2017

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