Bj. Stanley et G. Guiochon, IMPORTANCE OF THE ACCURACY OF EXPERIMENTAL-DATA IN THE NONLINEAR CHROMATOGRAPHIC DETERMINATION OF ADSORPTION ENERGY-DISTRIBUTIONS, Langmuir, 10(11), 1994, pp. 4278-4285
Adsorption energy distributions (AEDs) are calculated from the classic
al, fundamental integral equation of adsorption using adsorption isoth
erms and the expectation-maximization method of parameter estimation.
The adsorption isotherms are calculated from nonlinear elution profile
s obtained from gas chromatographic data using the characteristic poin
ts method of finite concentration chromatography. Porous layer open tu
bular capillary columns are used to support the adsorbent. The perform
ance of these columns is compared to that of packed columns in terms o
f their ability to supply accurate isotherm data and AEDs, The effect
of the finite column efficiency and the limited loading factor on the
accuracy of the estimated energy distributions is presented. This accu
racy decreases with decreasing efficiency, and approximately 5000 theo
retical plates are needed when the loading factor, L(f), equals 0.56 f
or sampling of a unimodal Gaussian distribution. Increasing L(f) furth
er increases the contribution of finite efficiency to the AED and caus
es a divergence at the low-energy endpoint if too high. This occurs as
the retention time approaches the holdup time. Data are presented for
diethyl ether adsorption on porous silica and its C-18-bonded derivat
ive. Both the frontal-analysis-by-characteristic-points (FACP) and the
elution-by-characteristic-points (ECP) methods of gas chromatography
are presented. The FACP experiment yielded divergent results at high c
olumn loadings for this system. The results indicate that the accuracy
of estimated AEDs with respect to the true, underlying distribution o
f the surface is poor for most studies of this nature.