4.7 Article

The chemical continuous time random walk framework for upscaling transport limitations in fluid-solid reactions

期刊

ADVANCES IN WATER RESOURCES
卷 154, 期 -, 页码 -

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.advwatres.2021.103981

关键词

Reactive transport; Stochastic modeling; Chemical continuous time random walk

资金

  1. Marie Sklodowska Curie Individual Fellowship - European Union's Horizon 2020 research and innovation programme under the project ChemicalWalks [838426]
  2. ERC [648377]
  3. Marie Curie Actions (MSCA) [838426] Funding Source: Marie Curie Actions (MSCA)
  4. European Research Council (ERC) [648377] Funding Source: European Research Council (ERC)

向作者/读者索取更多资源

Fluid-solid reactions are crucial in various biogeochemical processes, but transport limitations at the pore scale can lead to overestimation of reaction rates under well-mixed conditions. A new theoretical framework based on the chemical continuous time random walk framework has been proposed to quantify these dynamics, aiding in the understanding and modeling of transport limitations in complex reactive transport problems.
Fluid-solid reactions play a key role in a large range of biogeochemical processes. Transport limitations at the pore scale limit the amount of solute available for reaction, so that reaction rates measured under well-mixed conditions tend to strongly overestimate rates occurring in natural and engineered systems. Although different models have been proposed to capture this phenomenon, linking pore-scale structure, flow heterogeneity, and local reaction kinetics to upscaled effective kinetics remains a challenging problem. We present a new theoretical framework to quantify these dynamics based on the chemical continuous time random walk framework. We study a fluid-solid reaction with the fluid phase undergoing advective-diffusive transport. We consider a catalytic degradation reaction, A(F)+ B-S -> B-S, where A(F) is in fluid phase and B-S is in solid phase and homogeneous over the fluid-solid interface, allowing us to focus on the role of transport limitations and medium structure. Our approach is based on the concept of inter-reaction times, which result from the times between contacts of transported reactants with the solid phase. We use this formulation to quantify the global kinetics of fluidreactant mass and test our predictions against numerical simulations of advective-diffusive transport in stratified channel flow and Stokes flow through a beadpack. The theory captures the decrease of effective reaction rates compared to the well-mixed prediction with increasing Damkohler number due to transport limitations. Although we consider simple kinetics and media, these findings will contribute to the understanding and modeling of the effect of transport limitations in more complex reactive transport problems.

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