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Comparison of methods for estimating carbonaceous BOD parameters
Date
2001-08-01
Author
Uludag-Demirer, S
Demirer, Göksel Niyazi
Bowers, AR
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Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
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The performance of seven different methods (Differential, Fujimoto, Thomas, Graphical, Integral, Log-Difference, and Nonlinear Regression) for estimating first-stage, carbonaceous biochemical oxygen demand (CBOD), curve parameters, namely k and L-0 were compared using synthetic data generated by Monte Carlo simulation technique. The comparison of the methods was made based on their efficiency in retrieving the original values of k and L-0 which were selected to generate the synthetic data. In the first part of the study, five sets of "true" data (without error substitution) with different k and L-0 value pairs, (k (d(-1))-L-0 (mg l(-1)): 0.23-10,000; 0.23-250; 0.23-50; 0.10-250; and 0.50-250) were used to obtain information about the effect of different k-L-0 combinations and of using 5-day and 20-day CBOD data on the performance of the methods. In the second part, the same methods were used to calculate k and L-0 for ten sets of synthetic data with log-normally distributed random errors at the coefficient of variation (COV) levels of 0.1, 0.2, and 0.3 for a single k-L-0 value pair, (0.23 d(-1); 250 mg l(-1)). The results indicated that: (1) different combinations of k-L-0 values had no significant effect on the performance of CBOD curve parameter estimation methods with the "true" data; (2) use of CBOD20, data, i.e., CBOD data collected for 20 days, provided better estimates fork and L-0; (3) the Integral and Nonlinear Regression techniques were found to be the most reliable methods for the estimation of CBOD curve parameters among the other methods considered in this study.
Subject Keywords
Waste Management and Disposal
,
Water Science and Technology
,
Environmental Chemistry
,
General Medicine
URI
https://hdl.handle.net/11511/57411
Journal
ENVIRONMENTAL TECHNOLOGY
DOI
https://doi.org/10.1080/09593332208618225
Collections
Department of Environmental Engineering, Article
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S. Uludag-Demirer, G. N. Demirer, and A. Bowers, “Comparison of methods for estimating carbonaceous BOD parameters,”
ENVIRONMENTAL TECHNOLOGY
, pp. 915–926, 2001, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/57411.