Karahan Ozlem, van Loosdrecht Mark C M, Orhon Derin
Environmental Engineering Department, Istanbul Technical University, Maslak, 34469 Istanbul, Turkey.
Biotechnol Bioeng. 2006 May 5;94(1):43-53. doi: 10.1002/bit.20793.
This paper presents a mechanistic model incorporating microbial growth on external substrate with simultaneous formation of storage biopolymers (activated sludge model for growth and storage-ASMGS) for the utilization of starch by activated sludge. Model description and calibration utilized experimental data of an SBR fed with particulate native potato starch (NPS) and soluble starch (SolS) selected as model substrates. The fate of starch was monitored in a cycle together with glycogen and oxygen uptake rate (OUR) profiles. In the experiments, glycogen formation was significantly lower than predicted by total conversion of starch to glycogen, justifying the need to account for primary growth on starch. The proposed model basically modified Activated Sludge Model No.3 (ASM3), to include adsorption of starch, its hydrolysis and simultaneous growth and glycogen formation using the hydrolysis products, which was mainly maltose. Model simulations indicated hydrolysis of the adsorbed starch as the rate limiting process. The proposed model calibrated well the fate of all major model components, namely, starch, glycogen, and OUR. Particulate NPS and SolS were hydrolyzed with similar rates; however, primary and secondary growth processes on SolS were more efficient, with higher yields, due to the more easily utilizable products of SolS, both in terms of extracellular hydrolysis and of stored poly-glucose. Modeling with ASM3, assuming starch as either readily or slowly biodegradable, did not provide an equally acceptable fit for the glycogen and OUR curves; supporting the need to consider primary growth together with storage as defined in the proposed model.
本文提出了一个机理模型,该模型结合了微生物在外部底物上的生长以及储存生物聚合物的同时形成(用于生长和储存的活性污泥模型-ASMGS),用于活性污泥对淀粉的利用。模型描述和校准利用了以颗粒状天然马铃薯淀粉(NPS)和可溶性淀粉(SolS)作为模型底物的序批式反应器(SBR)的实验数据。在一个周期内监测淀粉的去向,同时监测糖原和氧摄取率(OUR)曲线。在实验中,糖原的形成明显低于淀粉完全转化为糖原所预测的水平,这证明了考虑淀粉的初级生长的必要性。所提出的模型基本上对活性污泥模型3(ASM3)进行了修改,以包括淀粉的吸附、其水解以及利用水解产物(主要是麦芽糖)同时进行生长和糖原形成。模型模拟表明,吸附淀粉的水解是限速过程。所提出的模型很好地校准了所有主要模型组分的去向,即淀粉、糖原和OUR。颗粒状NPS和SolS的水解速率相似;然而,由于SolS的产物在细胞外水解和储存的聚葡萄糖方面都更容易被利用,因此SolS上的初级和次级生长过程更高效,产量更高。用ASM3进行建模,假设淀粉是易生物降解的或缓慢生物降解的,对于糖原和OUR曲线不能提供同样可接受的拟合;这支持了需要如所提出的模型中所定义的那样,将初级生长与储存一起考虑。