Development of Predictive Models for Activated Carbon Synthesis from Different Biomass for CO2 Adsorption Using Artificial Neural Networks

H Mashhadimoslem, M Vafaeinia… - Industrial & …, 2021 - ACS Publications
Modeling the interactions between CO2 uptake and different parameters of activated carbon
(AC) adsorbent synthesis in biomass types can be a way to create efficient adsorbents for …

Generalized, adsorbent-agnostic, artificial neural network framework for rapid simulation, optimization, and adsorbent screening of adsorption processes

KN Pai, V Prasad, A Rajendran - Industrial & Engineering …, 2020 - ACS Publications
Adsorption-based processes, such as pressure swing adsorption, because of their cyclic
nature and the presence of multiple design variables, are challenging to simulate and …

[HTML][HTML] Potential of artificial intelligence and response surface methodology to predict CO2 capture by KOH-modified activated alumina

M Noroozian, A Ghaemi, Z Heidari - Case Studies in Chemical and …, 2023 - Elsevier
The present study focused on developing predictive neural networks and response surface
methodology (RSM)-based model. In order to develop the predictive model, experimental …

[HTML][HTML] Exploring artificial neural network approach and RSM modeling in the prediction of CO2 capture using carbon molecular sieves

A Ghaemi, MK Dehnavi, Z Khoshraftar - Case Studies in Chemical and …, 2023 - Elsevier
In this work, adsorption and reduction of CO 2 by carbon molecular sieves (CMS) was
modeled using response surface methodology (RSM) and artificial neuron networks (ANNs) …

Analysis of a Batch Adsorber Analogue for Rapid Screening of Adsorbents for Postcombustion CO2 Capture

V Subramanian Balashankar… - Industrial & …, 2019 - ACS Publications
A simplified proxy model based on a well-mixed batch adsorber for vacuum swing
adsorption (VSA) based CO2 capture from dry postcombustion flue gas is presented. A …

The application of response surface methodology to optimize the amination of activated carbon for the preparation of carbon dioxide adsorbents

MS Shafeeyan, WMAW Daud, A Houshmand… - Fuel, 2012 - Elsevier
In this comparative study, the application of response surface methodology (RSM) in
predicting and optimizing the amination conditions of activated carbon adsorbent toward …

[HTML][HTML] Response surface methodology as an efficient tool for optimizing carbon adsorbents for CO2 capture

MV Gil, M Martínez, S Garcia, F Rubiera, JJ Pis… - Fuel processing …, 2013 - Elsevier
Phenol–formaldehyde resins and a low-cost biomass residue, olive stones (OS), were used
to prepare five activated carbons for CO2 separation at atmospheric pressure, ie, in post …

Experimental and modelling studies of carbon dioxide adsorption by porous biomass derived activated carbon

NA Rashidi, S Yusup, A Borhan, LH Loong - Clean Technologies and …, 2014 - Springer
The goal of the study was to produce a low-cost activated carbon from agricultural residues
via single stage carbon dioxide (CO 2) activation and to investigate its applicability in …

Modeling and Optimizing N/O-Enriched Bio-Derived Adsorbents for CO2 Capture: Machine Learning and DFT Calculation Approaches

M Rahimi, MH Abbaspour-Fard, A Rohani… - Industrial & …, 2022 - ACS Publications
The CO2 emission issue has triggered the promotion of carbon capture and storage (CCS),
particularly bio-route CCS as a sustainable procedure to capture CO2 using biomass-based …

Systematic study of dynamic CO2 adsorption on activated carbons derived from different biomass

Q Pu, J Zou, J Wang, S Lu, P Ning, L Huang… - Journal of Alloys and …, 2021 - Elsevier
In this work, biomass wastes (chestnut shells, walnut shells and macadamia nut shells) were
used as raw materials, and a series of activated carbons (ACs) with high micropore …