I understand that the non-linear form of Langmuir isotherm model is a homographic function, but I don't know how to fit my dataset in the form of such function.
OriginPro allows you to fit experimental data to mathematical models setting a default objetive function. You can actually can type the models (independent and dependent variables) and select the numerical method to solve it. The output gives you the model parameters (with an error interval) and the R2 as a fitting goodness. Solver in Excel is a good first approximation though as Abdelghani Hsini and Rama Rao Karri mentioned.
Thank you for the link it helped a lot. Can you please help with how to go about calculating the kinetic models specially the pseudo first order and the pseudo second order? If any one can also contribute it will be of great help
Conduct the isotherm experiments for different values of initial concentration (Co). After equilibrium we get equilibrium concentration (Ce), then calculate adsorption capacity at equilibrium (qe). Then plot a graph of Ce on x-axis and Ce/qe on y-axis. From the slope and intercept find the values of model constants (qm and Kl). Then the non-linear form of the equation qe= (qm*Kl*Ce)/(1+Kl*Ce).
In the above equation, take any Ce value, substitute the calculated values of qm and Kl, then calculate the value of qe. Similarly calculate the values of qe for the Ce value. Plot Ce on x-axis and qe on y-axis which will give the non-linear form of Langmuir isotherm. In the plot, show the experimental values of qe by points and the non- linear form of Langmuir isotherm by curve.
First of all, there is no such thing as a non-linear form of Langmiur like equation. It is a hyperbolic function that is non-linear - it was and will remain. Secondly, for usually 5-7 points, a calculator is enough.
This video shows how to fit Jovanovic isotherm model nonlinear equation easily using originpro. #aminulcheminnovation #chemcolony #aminulsir #aminulchem https://youtu.be/1w7kNbDabyg