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- MakaleYalnız künye2011Estimation of the carbon to nitrogen (C:N) ratio in compostable solid waste using artificial neural networks
Bayram, Adem; Kankal, Murat; Ozsahin, Talat Sukru; Saka, Fatih
Organic waste constitutes a majority of all municipal solid waste (MSW), a fact which yields some unfavorable results at open dumps, sanitary landfills, and incineration plants. As part of an integrated solid waste management strategy, composting could be applied to mixed collected MSWs or separately collected leaves, food, and yard wastes. The factor most crucial to successful composting is the carbon to nitrogen (C:N) ratio of the waste. This study employs two predictive models to estimate the C:N ratio of compostable MSW, an artificial neural network (ANN) and multiple linear regression (MLR). These models are based on 52 solid waste samples taken from the MSW open dumping area in Gümüşhane Province, Turkey. To estimate the C:N ratio, seven predictive variables were adopted. The proportions of food and yard (F&Y), and ash and scoria (A&S) waste; the moisture content (MC), the fixed carbon (FC) content, the total amount of organic matter (TOM), high calorific value (HCV), and pH. Fortytwo of the samples were used for training, and the remaining ten were used to test the models. The average relative error attained by the best ANN was 6.376%, while that attained by the MLR model was 11.002%. The effects of TOM content, F&Y percentage, and A&S percentage on the C:N ratio were investigated by running the ANN model for a range of input variables.
- BildiriYalnız künye2011Environmental problems from the open dump in Gümüşhane Province and investigation of biological recycling for the organic solid wastes
Nas, S. Serkan; Bayram, Adem; Gokcekus, H; Turker, U; LaMoreaux, JW
This paper presents a general overview of current municipal waste management in Gümüşhane Province. Both the drawbacks of present disposal method are discussed and solution proposals are submitted. The solid waste samples, one sample in every week and total fifty two samples in a year, were taken from the municipal solid waste open dumping area during a year, 2004 March-2005 February. Compostable organic parts of the samples, separated from the mixed municipal solid waste, were analyzed in order to determine the suitability of composting for the disposal of municipal solid wastes in Gümüshane. The moisture content, C/N ratio and pH for all samples were determined and evaluated. The values with high moisture content being 78% (74% in spring, 83% in summer, and 78% in autumn and 77% in winter), relatively low C/N ratio being 21.6/1 (22.2/1 in spring, 16.2/1 in summer, 23.7/1 in autumn and 27.5/1 in winter), and low pH being 4.73 (5.50 in spring, 4.25 in summer, 4.45 in autumn and 4.72 in winter) disclose that composting of the organic wastes aren't suitable.
- MakaleYalnız künye2007Heavy metals in compostable wastes: A case study in Gümüş hane, Turkey
Nas, S. Serkan; Bayram, Adem; Bulut, V. Numan; Gündoǧdu, Ali
This paper presents a general overview of the current municipal solid waste management in Gümüşhane Province, Turkey. In the study conducted between March 2004 and February 2005, the composting parameters (moisture content, total organic carbon, total nitrogen and pH), organic matter content and the heavy metal concentrations (Cd, Cr, Cu, Ni, Pb, Zn, Fe, Mn, Co) of the green wastes sorted from the mixed municipal solid waste were determined and evaluated. The analytes were determined with a relative standard deviation lower than 6% in all samples. The organic fraction of biological origin made up about 30% of the total amount of the municipal solid waste. Moisture content was 78%, organic matter content was 92.1%, C/N ratio was 21.6/1 and pH was 4.73. Heavy metal concentrations of the green wastes mixed with domestic wastes were found to be higher than the separately collected green wastes. Heavy metal concentrations of the green wastes from the open dump were determined to decrease in the following order: Fe>Mn>Zn>Cr>Cu>Pb>Ni> Cd>Co.