The
influence of four parameters (temperature, scavenging time,
amount of scavenger, and concentration of palladium in the solution)
on the efficiency of Pd removal from a cross-coupling reaction, using
a commercially available Pd scavenger, SPM32, was studied. The DoE-based
method employed yielded more information than is readily attainable
from standard adsorption isotherms and kinetics experiments. The optimal
regime of scavenging was identified; intuitive and nonintuitive effects
of temperature, scavenging time, and scavenger amounts were highlighted;
and a mathematical model quantifying predicted Pd removal from the
synthetic intermediate was built.