Comparative Analysis of Five Kinetic Models for Prediction of Methane Yield

Author:

Roberts S.,Mathaka N.,Zeleke M. A.,Nwaigwe K. N.ORCID

Abstract

AbstractA work on the analysis of five kinetic models for predicting methane yield is presented. The selected five common models for predicting methane yield include Gompertz, logistic, first-order, Richards and transfert models. Anaerobic digestion of orange and banana peels was simulated using the selected models. A comparative analysis of the models was carried out to determine the best-fit model. When predicting the methane yield of banana peels, all models reached a maximum of 99.23% and the model which was most accurate was the Gompertz model with 76% cumulative deviation and the least accurate model was the transfert model with 274.7% cumulative deviation. The prediction of methane yield on orange peels was 99.49% accurate for all models having the most accurate model being the Gompertz and first-order kinetic model with a cumulative deviation of 20.67% and the least accurate model being the transfert model with a cumulative deviation of 112%. This work presents the simulation considerations and application for each model.

Funder

University of Botswana

Publisher

Springer Science and Business Media LLC

Subject

Mechanical Engineering,Agricultural and Biological Sciences (miscellaneous),Building and Construction,Civil and Structural Engineering,Architecture

Reference19 articles.

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