用于水和废水处理的混合离子交换和生物工艺:工艺应用和数学建模综合评述

IF 8.6 1区 环境科学与生态学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Reviews in Environmental Science and Bio/Technology Pub Date : 2023-11-12 DOI:10.1007/s11157-023-09677-w
Tengge Zhang, Karl Payne, Jie Zhang, Prakash Purswani, Zuleima Karpyn, Meng Wang
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引用次数: 0

摘要

针对各种水和废水处理应用开发了离子交换(IX)和生物混合工艺。这些混合系统整合了多种物理、化学、生物、流体力学和基质传输过程,以提高处理效率和系统稳定性。对单个处理过程的数学描述在以前已经有了很好的基础,但在为不同的处理系统开发混合模型方面,还缺乏整体的回顾和指导。在本文中,我们总结了 IX 与生物系统混合模型的应用,对具有代表性的单个过程模型进行了严格审查,并提出了将这些模型整合到混合过程中的框架。此外,我们还全面回顾了 IX 工艺的平衡、动力学和热力学模型,以及关键的生物工艺模型及其应用场景。我们还讨论了先进的数据驱动建模及其与机理模型的结合,以克服传统建模方法的缺点。我们还重点介绍了可建立更高保真度模型的新兴技术。这篇综述为混合系统的模型开发提供了全面的指导,并提出了建立强大系统的未来研究方向。
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Hybrid ion exchange and biological processes for water and wastewater treatment: a comprehensive review of process applications and mathematical modeling

Hybrid ion exchange (IX) and biological processes have been developed for various water and wastewater treatment applications. These hybrid systems integrate multiple physical, chemical, biological, hydrodynamics, and substrate transport processes to improve the treatment efficiencies and system stability. The mathematical description of the individual process has been well established previously; however, there is a lack of a holistic review and guidelines to develop hybrid models for different treatment systems. In this paper, we summarize the applications of hybrid IX and biological systems, critically review the representative individual process models, and propose the framework to integrate these models for the hybrid process. Additionally, we provide a comprehensive review of the equilibrium, kinetic, and thermodynamic models for the IX process and the key biological process models, along with their applied scenarios. Advanced data-driven modelling and its combination with mechanistic models are also discussed to overcome the drawbacks in conventional modeling approach. We highlight emerging techniques that would lead to higher fidelity models. This review provides a comprehensive guideline for the model development of hybrid systems and presents future research directions to build robust systems.

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来源期刊
Reviews in Environmental Science and Bio/Technology
Reviews in Environmental Science and Bio/Technology Environmental Science-Waste Management and Disposal
CiteScore
25.00
自引率
1.40%
发文量
37
审稿时长
4.5 months
期刊介绍: Reviews in Environmental Science and Bio/Technology is a publication that offers easily comprehensible, reliable, and well-rounded perspectives and evaluations in the realm of environmental science and (bio)technology. It disseminates the most recent progressions and timely compilations of groundbreaking scientific discoveries, technological advancements, practical applications, policy developments, and societal concerns encompassing all facets of environmental science and (bio)technology. Furthermore, it tackles broader aspects beyond the natural sciences, incorporating subjects such as education, funding, policy-making, intellectual property, and societal influence.
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