Comparative analysis of RSM, ANN and ANFIS and the mechanistic modeling in eriochrome black-T dye adsorption using modified clay

Elijah Onu, Chijioke; Tagbo Nwabanne, Joseph; Enyinnaya Ohale, Paschal; O. Asadu, Christian

doi:10.1016/j.sajce.2020.12.003

Public

Comparative analysis of RSM, ANN and ANFIS and the mechanistic modeling in eriochrome black-T dye adsorption using modified clay

Published in South African Journal of Chemical Engineering • Dec 16, 2020

Authors:

Chijioke Elijah Onu

Joseph Tagbo Nwabanne

Paschal Enyinnaya Ohale

Abstract

The application of artificial neural network (ANN), response surface methodology (RSM), and adaptive neuro-fuzzy inference system (ANFIS) in modeling the uptake of Eriochrome black-T (EBT) dye from aqueous solution using Nteje clay was the focus of this work. Acid activation with hydrochloric acid (...

Subject

Adsorption

Response surface methodology

Eriochrome Black T

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