Non-Linear Adsorption Isotherm Analysis Using the Langmuir Model: A Complete Modeling Guide
Автор: Materials and technology
Загружено: 2025-12-14
Просмотров: 23
Описание:
Complete methodology for non-linear fitting of adsorption data
✔ Estimation of Langmuir parameters (qₘₐₓ and Kᴸ) using regression tools
✔ Comparison between non-linear and linear Langmuir modeling
✔ Explanation of why non-linear modeling is scientifically superior
✔ Interpretation of fitted parameters in terms of adsorbent surface behavior
✔ Assessment of adsorption favorability using the dimensionless separation factor (Rᴸ)
✔ Discussion of model goodness-of-fit (R², RMSE, χ², residual behavior)
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