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Updated: Jun 21, 2026

Experimental Multiscale Methodology for Predicting Material Fouling Resistance
Quantifying Kinetically Relevant Species on Zr-SiO2 Materials for MPV Reduction
Emily Chase1, Justin Notestein2
1Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA.
Phosphonic acid titration quantifies zirconium (Zr) species on Zr-SiO2 catalysts for cyclohexanone hydrogenation. This method distinguishes between well-dispersed and supported ZrOx, improving catalyst characterization and regeneration understanding.
Area of Science:
- Heterogeneous catalysis
- Materials science
- Surface chemistry
Background:
- Supported metal catalysts like Zr-SiO2 present challenges in distinguishing active site properties from environmental influences.
- Accurate characterization of active sites is crucial for understanding and optimizing catalytic performance.
Purpose of the Study:
- To quantitatively describe kinetically relevant zirconium (Zr) species on Zr-SiO2 catalysts using in-situ titration.
- To elucidate the role of different Zr species in the Meerwein-Ponndorf-Verley (MPV) reduction of cyclohexanone.
Main Methods:
- In-situ titration of Lewis acid sites with phosphonic acid to quantify Zr species.
- Meerwein-Ponndorf-Verley (MPV) reduction of cyclohexanone using Zr-SiO2 catalysts.
- Comparison of phosphonic acid titration with UV-vis spectroscopy for Zr dispersion analysis.
Main Results:
- Catalytic activity for MPV reduction correlates with both titratable (well-dispersed Zr) and non-titratable (supported ZrOx) Zr species.
- The fraction of well-dispersed Zr depends on surface grafting density, not the Zr precursor.
- Phosphonic acid titration provides a more relevant and quantitative measure of Zr dispersion than UV-vis.
Conclusions:
- Phosphonic acid titration is an effective method for quantitatively characterizing Zr dispersion and active sites on Zr-SiO2 catalysts.
- This technique can monitor changes in the catalyst material during regeneration, offering insights into catalyst stability and reusability.
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