In-depth characterization of reaction
kinetics often requires a
considerable amount of experimental results under various conditions.
Recent advances in data-rich experimentation enable the collection
of sufficient data to investigate reactions with only a limited number
of experiments. In this study, we developed a cost-efficient, robust
approach by utilizing data-rich experimentation to characterize propionyl
phosphate hydrolysis reaction kinetics. Specifically, an Fourier transform
infrared (FTIR)-based process analytical technology (PAT) and off-line
NMR calibration allowed the establishment of a quantitative FTIR multivariant
model. This PAT was then integrated with repeated temperature scanning
(RTS) to generate a massive database in a single experiment. The data
were subsequently used for kinetic analysis, and two key characteristic
reaction parameters (the activation energy and pre-exponential factor)
were determined on the basis of the assumption of first-order kinetics.
We envision that the integrative platform developed in this study
can be broadly applied to investigations of the kinetics of a wide
range of similar liquid-phase reactions.