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2014 | 28 | 2 |

Tytuł artykułu

Application of the Akaike criterion to detect outliers for the analysis of ash content in barley straw

Autorzy

Treść / Zawartość

Warianty tytułu

Języki publikacji

EN

Abstrakty

EN
This study presents the method of detection of outliers based on the Akaike information criterion. This method has been applied to experimental data on ash content resulting from the combustion of barley straw.

Słowa kluczowe

Wydawca

-

Rocznik

Tom

28

Numer

2

Opis fizyczny

p.257-260,ref.

Twórcy

autor
  • Department of Applied Mathematics and Computer Science, University of Life Sciences in Lublin, Akademicka 13, 20-950 Lublin, Poland

Bibliografia

  • Akaike H., 1977. On entropy maximization principle. Proc. Symp. Applications of Statistics (Ed. P.R. Krishnaiah), North- Holland, Amsterdam, The Netherlands.
  • Breuning M., Kriegel H.P., Ng T.R., and Sander J., 2000. LOF: Identifying density-based local outliers. Proc. Conf. ACM SIGMOD, On Management of Data, May 5-7, Dalles, TX, USA.
  • David G., 1979. Order Statistics (in Russian). Mockva Nauka Press, Moskva, Russia.
  • Dziewanowska M. and Dobek T., 2006. Heat values of leaves of some species of trees collected in urban areas. Acta Agrophysica, 141, 551-558.
  • Dziewanowska M. and Dobek T., 2009. Energy and environmental assessment of the process of obtaining heat from the combustion of leaves collected in urban areas. Inżynieria Rolnicza, 1(110), 115-122.
  • Ferguson T.S., 1961. On the rejection of outliers. Proc. 4th Berkeley Symp. Math. Statistic. Prob., 1, 253-287.
  • Gradziuk P., 2006. Technical and economic aspects of the use of straw and grain for energy purposes. Regional Renewable Energy Forum.
  • Grubbs F.E., 1969. Procedures for detecting outlying observations in samples. Technometrics, 11, 1-21.
  • GUS, 2010. Energy from renewable sources in 2009. Warsaw, Poland.
  • Hadley P. and Fordham R., 2003. Vegetables of temperate climates. Miscellaneous Root Crops. Encyclopedia of Food Sciences and Nutrition, (Eds B. Caballero, L. Trugo, P. Finglas). Elsevier, New York, USA.
  • Kooecik B., 2007. Energy materials of agricultural origin (in Polish). Highest Technical School, Jaroslaw, Poland.
  • Kowalczyk-Juoeko A., Kooecik B., and Kwapisz M., 2009. Possibilities and limitations of agricultural utilization for energy purpose. Scientific Papers of Polish Society of Ecological Engineering and Polish Soil Science Society South- Eastern Branch, 11, 155-160.
  • Nilsson D., Bernesson S., and Hansson P.A., 2011. Pellet production from agricultural raw materials – A system study. Biomass Bioenergy, 35, 679-689.
  • Nilsson L., Pisarek M., Buriak J., Oniszk-Popławska A., Buko P., Ericsson K., and Jaworski £., 2006. Pellet production from agricultural raw materials - A system study. Energy Policy, 34, 2263-2278.
  • Maj G., 2011. Gaining energy from pellets made of biomass. Ph.D. Thesis, University of Life Sciences, Lublin, Poland.
  • Maj G. and Piekarski W., 2013. Cultivation conditions, pellet manufacturing parameters and physicochemical properties of prairie cordgrass (Spartina pectinata) as a dedicated energy crop. Acta Agrophysica, 20(1), 103-112.
  • Majtkowska G. and Majtkowski W., 2005. Grasses as a source of energy (in Polish). Agro Serwis, 9, 94-97.
  • Niedziółka I. and Zuchniarz A., 2006. Energy analysis of selected types of biomass plant. Motrol., 8A, 232-237.
  • PN-80/G-04512, 2002. Designation of ash content by balance method (in Polish). Polish Committee for Standardization, Warsaw, Poland.
  • Ramaswamy S., Rastogi R., and Shim K., 2000. Efficient lgorithms for mining outliers from large data sets. Proc. ACM SIGMOD Conf. Management of Data, Dallas, TX, USA.
  • Roszkowski A., 2008. Biomass versus agriculture. Inżynieria Rolnicza, 10(108), 201-208.
  • Rousseeuw P. and Leroy A., 2003. Robust Regression and Outlier Detection. Wiley Press, New York, USA.
  • Sakamoto Y., Ishigura M., and Kitagawa G., 1986. Akaike Information Criterion Statistics, Reidel Comp. Press, Tokyo, Japan.
  • Sotannde O.A., Oluege A.O., and Abah G.B., 2010. Physical and combustion properties of charcoal briquettes from neem wood residues. Int Agrophys., 24, 189-194.
  • Srivastava M.S., 1997. Slippage tests of mean for a single outlier in multivariate normal data. Amer. J. Manag. Sci., 17, 117-145.
  • Srivastava M.S. and Von Rosen D., 1998. Outliers in multivariate regression models. J. Mult. Anal., 65, 195-208.
  • Szyszlak-Bargłowicz J., Zając G., and Piekarski W., 2012. Energy biomass characteristics of chosen plants. Int Agrophys., 26, 175-179.
  • Wawrzosek J. and Piekarski W., 2006. Model of CO emission level of exhaust gases in tractor engines fed with biofuels. Int. Agrophysics, 20, 353-358.
  • Werther J., Saenger M., Hartge E.U., Ogada T., and Siagi Z., 2000. Combustion of agricultural residues. Progress Energy Combustion Sci., 26(1), 1-27.

Typ dokumentu

Bibliografia

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