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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Work Title Hybrid ion exchange and biological processes for water and wastewater treatment: a comprehensive review of process applications and mathematical modeling
Access
Open Access
Creators
  1. Tengge Zhang
  2. Karl Payne
  3. Jie Zhang
  4. Prakash Purswani
  5. Zuleima Karpyn
  6. Meng Wang
Keyword
  1. water and wastewater treatment
  2. ion exchange
  3. biological processes
  4. process applications
  5. mathematical modeling
License In Copyright (Rights Reserved)
Work Type Article
Publisher
  1. Reviews in Environmental Science and Biotechnology
Publication Date November 12, 2023
Publisher Identifier (DOI)
  1. https://doi.org/10.1007/s11157-023-09677-w
Deposited May 24, 2024

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Version 1
published

  • Created
  • Updated
  • Added Creator Tengge Zhang
  • Added Creator Karl Payne
  • Added Creator Jie Zhang
  • Added Creator Prakash Purswani
  • Added Creator Zuleima Karpyn
  • Added Creator Meng Wang
  • Updated Publisher, Publisher Identifier (DOI), Description, and 1 more Show Changes
    Publisher
    • Reviews in Environmental Science and Biotechnology
    Publisher Identifier (DOI)
    • https://doi.org/10.1007/s11157-023-09677-w
    Description
    • <p>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.</p>
    Publication Date
    • 2023-01-01
  • Updated
  • Updated
  • Updated Creator Tengge Zhang
  • Updated Creator Karl Payne
  • Updated Creator Jie Zhang
  • Updated Creator Prakash Purswani
  • Updated Creator Zuleima Karpyn
  • Updated Creator Meng Wang
  • Added manusript_reversion_clean.pdf
  • Added manusript_clean version.pdf
  • Deleted manusript_reversion_clean.pdf
  • Updated License Show Changes
    License
    • https://rightsstatements.org/page/InC/1.0/
  • Published
  • Updated
  • Updated Keyword Show Changes
    Keyword
    • water and wastewater treatment, ion exchange, biological processes, process applications, mathematical modeling
  • Updated Publication Date Show Changes
    Publication Date
    • 2023-01-01
    • 2023-11-12