Department of Mathematics, Temple University, 1805 N Broad St, Philadelphia, PA, 19122, USA.
Department of Mathematics and Applications "Renato Caccioppoli", University of Naples Federico II, Via Cintia, Monte S. Angelo, 80126, Naples, Italy.
Bull Math Biol. 2023 Jun 3;85(7):63. doi: 10.1007/s11538-023-01168-x.
A multiscale mathematical model describing the metals biosorption on algal-bacterial photogranules within a sequencing batch reactor (SBR) is presented. The model is based on systems of partial differential equations (PDEs) derived from mass conservation principles on a spherical free boundary domain with radial symmetry. Hyperbolic PDEs account for the dynamics of sessile species and their free sorption sites, where metals are adsorbed. Parabolic PDEs govern the diffusion, conversion and adsorption of nutrients and metals. The dual effect of metals on photogranule ecology is also modelled: metal stimulates the production of EPS by sessile species and negatively affects the metabolic activities of microbial species. Accordingly, a stimulation term for EPS production and an inhibition term for metal are included in all microbial kinetics. The formation and evolution of the granule domain are governed by an ordinary differential equation with a vanishing initial value, accounting for microbial growth, attachment and detachment phenomena. The model is completed with systems of impulsive differential equations describing the evolution of dissolved substrates, metals, and planktonic and detached biomasses within the granular-based SBR. The model is integrated numerically to examine the role of the microbial species and EPS in the adsorption process, and the effect of metal concentration and adsorption properties of biofilm components on the metal removal. Numerical results show an accurate description of the photogranules evolution and ecology and confirm the applicability of algal-bacterial photogranule technology for metal-rich wastewater treatment.
提出了一种描述藻类-细菌光颗粒在序批式反应器(SBR)中金属生物吸附的多尺度数学模型。该模型基于质量守恒原理在具有径向对称的球形自由边界域上推导的偏微分方程组(PDE)。双曲 PDE 用于描述固着物种及其自由吸附位点的动态,其中金属被吸附。抛物 PDE 控制营养物和金属的扩散、转化和吸附。金属对光颗粒生态学的双重影响也被建模:金属刺激固着物种产生 EPS,并对微生物物种的代谢活性产生负面影响。因此,所有微生物动力学都包含 EPS 产生的刺激项和金属的抑制项。颗粒域的形成和演化由一个具有零初始值的常微分方程控制,该方程考虑了微生物的生长、附着和脱落现象。该模型还结合了描述颗粒状 SBR 中溶解基质、金属以及浮游和脱落生物量演变的脉冲微分方程组。该模型进行了数值集成,以研究微生物物种和 EPS 在吸附过程中的作用,以及金属浓度和生物膜成分的吸附特性对金属去除的影响。数值结果准确地描述了光颗粒的演化和生态学,并证实了藻类-细菌光颗粒技术在处理富含金属的废水中的适用性。