Title :
Mathematical Modeling of Drying Characteristics of Sewage Sludge
Author :
Yu, Wan ; Hu, Niansu ; Li, Peisheng ; Hu, Yi ; Xu, Qiao ; Wang, Qin ; Yang, Jun ; Yang, Guolu ; Yue, Yanan
Author_Institution :
Sewage Sludge & Silt Res. Center, Wuhan Univ., Wuhan
Abstract :
Drying characteristics of sewage sludge were investigated using hot air of a temperature range of 50~80degC and an air velocity range of 0.60~1.48 m/s at a laboratory scale dryer. Several mathematical models available in the literatures were fitted to the experimental data by multiple nonlinear regression analysis. Four statistical parameters: coefficient of determination (R2), reduced chi-square (chi2), root mean square error (RMSE) and mean relative deviation modulus (P) were used to evaluate the fitting of these models to experimental data. The Page model gave the better predictions than others. Then a modified model based on Page model was developed and the new model could fit the drying characteristics of sewage sludge well with R2 over 0.9993 at widely drying conditions.
Keywords :
drying; mean square error methods; regression analysis; sewage treatment; sludge treatment; coefficient of determination; drying characteristics; hot air; laboratory scale dryer; mean relative deviation modulus; multiple nonlinear regression analysis; reduced chi-square; root mean square error; sewage sludge; temperature 50 degC to 80 degC; velocity 0.60 m/s to 1.48 m/s; Frequency conversion; Mathematical model; Mechanical engineering; Moisture; Regression analysis; Resistance heating; Root mean square; Temperature control; Temperature distribution; Wastewater treatment;
Conference_Titel :
Power and Energy Engineering Conference, 2009. APPEEC 2009. Asia-Pacific
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-2486-3
Electronic_ISBN :
978-1-4244-2487-0
DOI :
10.1109/APPEEC.2009.4918476