A dynamic model for the prediction of malodorous compounds production from anaerobic methanogenic biofilm

IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Journal of water process engineering Pub Date : 2025-03-01 Epub Date: 2025-02-15 DOI:10.1016/j.jwpe.2025.107230
Malek G. Hajaya , Rawan N. AlKaraki , Nataliia Kurnikova , Sergio Bordel , Raúl Muñoz
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Abstract

A dynamic 1-D mathematical model for production and emission of a group of malodorous Volatile Sulphurous Compounds (VSCs) and volatile fatty acids from anaerobic microbial biofilms was herein formulated, calibrated, and validated. Mathematically, the biofilm was modelled using a multispecies approach, while microbial activity was modelled using the well-established Anaerobic Digestion Model 1 framework, amended with biochemical and physico-chemical processes to accurately represent the kinetics and compounds transportation in anaerobic methanogenic sulphate reducing biofilms. The model was formulated as an integrated Anaerobic Biofilm Reactor Model (ABRM) that provides a combined a dynamic output based on the processes taking place in the biofilm, liquid, and gas phases. Published experimental data representing the production of the targeted malodorous compounds obtained from a multi-reactor, lab-scale, anaerobic biofilm containing system fed with real wastewater was used to calibrate the model's parameters and to validate its predictions. ABRM predicted sulphite reduction and methanogenesis kinetics with R2 values ≥0.916 and matched the trends of spatial and temporal variations of the experimental targeted malodorous compounds concentrations inside the reactors with Spearman's rank correlation coefficients ≥0.922. Simulation results for ABRM predicted spatial variations in the anaerobic biofilm's microbial species distribution, abundance, growth, substrate competition and uptake, hydrogen sulphate inhibition, and the levels of targeted malodorous compounds production and emissions in response to changes in operational conditions. In an integrated approach for odour control strategies, ABRM can play a great role in predicting malodorous emissions from microbial biofilms in wastewater treatment processes.
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厌氧产甲烷生物膜产生恶臭化合物的动态预测模型
本文建立了厌氧微生物生物膜产生和排放一组恶臭挥发性含硫化合物(VSCs)和挥发性脂肪酸的动态一维数学模型,并对其进行了校准和验证。在数学上,生物膜采用多物种方法进行建模,而微生物活动采用已建立的厌氧消化模型1框架进行建模,并使用生化和物理化学过程进行修正,以准确地表示厌氧产甲烷硫酸盐还原生物膜中的动力学和化合物运输。该模型被制定为一个集成的厌氧生物膜反应器模型(ABRM),该模型提供了基于生物膜、液相和气相中发生的过程的组合动态输出。发表的实验数据代表了目标恶臭化合物的产生,这些数据来自一个多反应器、实验室规模、含厌氧生物膜的系统,该系统以真实的废水为原料,用于校准模型的参数并验证其预测。ABRM预测亚硫酸盐还原和甲烷生成动力学的R2值≥0.916,与反应器内实验目标恶臭化合物浓度的时空变化趋势相匹配,Spearman等级相关系数≥0.922。ABRM的模拟结果预测了厌氧生物膜的微生物种类分布、丰度、生长、底物竞争和吸收、硫酸氢抑制以及目标恶臭化合物的产生和排放水平随操作条件变化的空间变化。在气味控制策略的综合方法中,ABRM可以在预测废水处理过程中微生物生物膜的恶臭排放方面发挥重要作用。
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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来源期刊
Journal of water process engineering
Journal of water process engineering Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
10.70
自引率
8.60%
发文量
846
审稿时长
24 days
期刊介绍: The Journal of Water Process Engineering aims to publish refereed, high-quality research papers with significant novelty and impact in all areas of the engineering of water and wastewater processing . Papers on advanced and novel treatment processes and technologies are particularly welcome. The Journal considers papers in areas such as nanotechnology and biotechnology applications in water, novel oxidation and separation processes, membrane processes (except those for desalination) , catalytic processes for the removal of water contaminants, sustainable processes, water reuse and recycling, water use and wastewater minimization, integrated/hybrid technology, process modeling of water treatment and novel treatment processes. Submissions on the subject of adsorbents, including standard measurements of adsorption kinetics and equilibrium will only be considered if there is a genuine case for novelty and contribution, for example highly novel, sustainable adsorbents and their use: papers on activated carbon-type materials derived from natural matter, or surfactant-modified clays and related minerals, would not fulfil this criterion. The Journal particularly welcomes contributions involving environmentally, economically and socially sustainable technology for water treatment, including those which are energy-efficient, with minimal or no chemical consumption, and capable of water recycling and reuse that minimizes the direct disposal of wastewater to the aquatic environment. Papers that describe novel ideas for solving issues related to water quality and availability are also welcome, as are those that show the transfer of techniques from other disciplines. The Journal will consider papers dealing with processes for various water matrices including drinking water (except desalination), domestic, urban and industrial wastewaters, in addition to their residues. It is expected that the journal will be of particular relevance to chemical and process engineers working in the field. The Journal welcomes Full Text papers, Short Communications, State-of-the-Art Reviews and Letters to Editors and Case Studies
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