Mathematical Modelling of the Growth of Yeast Candida tropicalis TL-F1 on Azo Dyes

S. Ibrahim, M. Abdulrasheed, H. Ibrahim, Abdussamad Abubakar, H. Yakasai
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引用次数: 6

Abstract

Azo dyes are the most common chemical family of dyes, with a wide range of structural and color variations. They account for up to 70% of yearly dye production. Azo dyes are one of the first man-made compounds, and they are still commonly used in the food and textile industries. The discharge of Azo dyes is undesirable not only because many Azo dyes and their breakdown products are toxic to aquatic life and mutagenic to people, but also because many Azo dyes and their breakdown products are harmful to aquatic life and mutagenic to humans. We report different primary kinetics models such as Huang, modified Gompertz, Buchanan-3-phase, modified Logistics, Baranyi-Roberts, modified Richards and Von Bertalanffy were used to get the best model for Candida tropicalis TL-F1 growth on different Azo dyes concentrations. The best model was found to be Buchanan-3-phase with the lowest values for AICc, RMSE and the highest value for adjusted R2. The AF and BF values were also excellent for the model with their values were the closest to 1.0. The poorest performance was found to be Baranyi-Roberts where it failed to model the growth curve. Baranyi-Roberts has the highest values for AICc, RMSE and the highest value for adjusted R2. The Buchanan-3-phase parameters such as Y0, λ, k and Ymax were found to be 0.290, 3.244, 0.543 and 3.825 respectively. These constant would provide insight for the actual Candida tropicalis TL-F1 growth curve.
热带假丝酵母TL-F1在偶氮染料上生长的数学模型
偶氮染料是最常见的化学染料家族,具有广泛的结构和颜色变化。它们占每年染料产量的70%。偶氮染料是最早的人造化合物之一,它们仍然普遍用于食品和纺织工业。偶氮染料的排放是不可取的,不仅因为许多偶氮染料及其分解产物对水生生物有毒,对人体具有诱变性,而且因为许多偶氮染料及其分解产物对水生生物有害,对人体具有诱变性。本文报道了不同的一级动力学模型,如Huang,修饰的Gompertz, Buchanan-3-phase,修饰的Logistics, Baranyi-Roberts,修饰的Richards和Von Bertalanffy,以获得热带假丝酵母在不同偶氮染料浓度下生长的最佳模型。最佳模型为buchanan -3相,AICc、RMSE最低,调整后R2最高。AF和BF值也非常适合该模型,它们的值最接近1.0。结果发现,表现最差的是Baranyi-Roberts,它未能对增长曲线进行建模。Baranyi-Roberts的AICc、RMSE和调整后的R2值均最高。布坎南三相参数Y0、λ、k和Ymax分别为0.290、3.244、0.543和3.825。这些常数将为实际的热带假丝酵母TL-F1生长曲线提供洞见。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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