The CONTIN method for in inverting noisy linear operators was used to calcu
late the adsorption distribution function from both simulated and experimen
tal adsorption isotherms. Simulated isotherms allowed us to estimate the re
solving power of the method and the influence of errors on the distribution
function, while experimental isotherms enabled us to validate the adsorpti
on model and its parameters. It was shown that calculation within the conde
nsation approximation region gives perfect recovering of the original distr
ibution if sufficient information is inherent in the input data, that is, i
n the case of a large data set over a wide range of relative pressures. Whe
n only a window of data is available on the adsorption isotherm, it is poss
ible to calculate the distribution restricted to the condensation approxima
tion (CA) region. The influence of peaks outside the CA region may be elimi
nated by introducing the constant background term in the calculation. The l
evel of error on the isotherm does not affect the resulting distribution up
to 10% in the case of a large data set and up to 5% in the case of a small
data set. On the basis of analysis of the randomness of the residuals of t
he fit to the data, it was possible to establish a true parameter of the la
teral interaction constant. This approach applied to experimental data has
led to the value k(1)(mob) = 5.5-5.6 for the HdB mobile adsorption model an
d k(1)(loc) = 3 for the FG localized adsorption model. On the basis of the
fact that optimal value of k(1)(mob) is closer to the theoretical value, th
e mobile adsorption model is preferred. The CONTIN method applied to graphi
tized carbon black revealed four peaks on the adsorption energy distributio
n function. The peak constrained analysis allowed us to confirm the existen
ce of all original peaks. The distributions calculated from standard nitrog
en adsorption data showed that although reference carbons are heterogeneous
in different ways, they possess common peaks at 4.9, 6.8, and 8.8 kJ/mol c
haracteristic to graphitized carbon black Sterling FT. Analysis of the hete
rogeneity of synthetic carbons revealed the changes in adsorption energy di
stributions (AEDs) that occur during CVD from methane.