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For: Shanmugaprakash M, Sivakumar V. Development of experimental design approach and ANN-based models for determination of Cr(VI) ions uptake rate from aqueous solution onto the solid biodiesel waste residue. Bioresour Technol 2013;148:550-559. [PMID: 24080294 DOI: 10.1016/j.biortech.2013.08.149] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Revised: 08/21/2013] [Accepted: 08/25/2013] [Indexed: 06/02/2023]
Number Cited by Other Article(s)
1
Yusuff AS, Ishola NB, Gbadamosi AO. Artificial Intelligence Techniques and Response Surface Methodology for the Optimization of Methyl Ester Sulfonate Synthesis from Used Cooking Oil by Sulfonation. ACS OMEGA 2023;8:19287-19301. [PMID: 37305254 PMCID: PMC10249033 DOI: 10.1021/acsomega.2c08117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 03/24/2023] [Indexed: 06/13/2023]
2
Khan MI, Almesfer MK, Elkhaleefa AM, Aamary A, Ali IH, Shamim MZ, Shoukry H, Rehan M. Efficient adsorption of hexavalent chromium ions onto novel ferrochrome slag/polyaniline nanocomposite: ANN modeling, isotherms, kinetics, and thermodynamic studies. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022;29:86665-86679. [PMID: 35799000 DOI: 10.1007/s11356-022-21778-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 06/28/2022] [Indexed: 06/15/2023]
3
Salari M, Nikoo MR, Al-Mamun A, Rakhshandehroo GR, Mooselu MG. Optimizing Fenton-like process, homogeneous at neutral pH for ciprofloxacin degradation: Comparing RSM-CCD and ANN-GA. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022;317:115469. [PMID: 35751268 DOI: 10.1016/j.jenvman.2022.115469] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 05/26/2022] [Accepted: 05/30/2022] [Indexed: 06/15/2023]
4
Goudarzi G, Birgani YT, Assarehzadegan MA, Neisi A, Dastoorpoor M, Sorooshian A, Yazdani M. Prediction of airborne pollen concentrations by artificial neural network and their relationship with meteorological parameters and air pollutants. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2022;20:251-264. [PMID: 35669831 PMCID: PMC9163240 DOI: 10.1007/s40201-021-00773-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 12/21/2021] [Indexed: 06/15/2023]
5
Yang L, Chen H, Hu M, Song S, Zhang Y. Optimization of Mechanical Extraction by Response Surface Methodology and Oil Yield Characterization from Single‐Grain Castor Seed. EUR J LIPID SCI TECH 2022. [DOI: 10.1002/ejlt.202200016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
6
Yogarathinam LT, Velswamy K, Gangasalam A, Ismail AF, Goh PS, Narayanan A, Abdullah MS. Performance evaluation of whey flux in dead-end and cross-flow modes via convolutional neural networks. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022;301:113872. [PMID: 34607142 DOI: 10.1016/j.jenvman.2021.113872] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 09/08/2021] [Accepted: 09/26/2021] [Indexed: 06/13/2023]
7
Nighojkar A, Zimmermann K, Ateia M, Barbeau B, Mohseni M, Krishnamurthy S, Dixit F, Kandasubramanian B. Application of neural network in metal adsorption using biomaterials (BMs): a review. ENVIRONMENTAL SCIENCE: ADVANCES 2022;2:11-38. [PMID: 36992951 PMCID: PMC10043827 DOI: 10.1039/d2va00200k] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
8
Ishola NB, McKenna TFL. Influence of Process Parameters on the Gas Phase Polymerization of Ethylene: RSM or ANN Statistical Methods? MACROMOL THEOR SIMUL 2021. [DOI: 10.1002/mats.202100059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
9
Goudarzi G, Hopke PK, Yazdani M. Forecasting PM2.5 concentration using artificial neural network and its health effects in Ahvaz, Iran. CHEMOSPHERE 2021;283:131285. [PMID: 34182649 DOI: 10.1016/j.chemosphere.2021.131285] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 06/13/2021] [Accepted: 06/17/2021] [Indexed: 05/28/2023]
10
Vinoth Arul Raj J, Praveen Kumar R, Vijayakumar B, Gnansounou E, Bharathiraja B. Modelling and process optimization for biodiesel production from Nannochloropsis salina using artificial neural network. BIORESOURCE TECHNOLOGY 2021;329:124872. [PMID: 33640695 DOI: 10.1016/j.biortech.2021.124872] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 02/11/2021] [Accepted: 02/12/2021] [Indexed: 06/12/2023]
11
Application of modeling techniques for the identification the relationship between environmental factors and plant species in rangelands of Iran. ECOL INFORM 2021. [DOI: 10.1016/j.ecoinf.2021.101229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
12
Saber WIA, El-Naggar NEA, El-Hersh MS, El-Khateeb AY, Elsayed A, Eldadamony NM, Ghoniem AA. Rotatable central composite design versus artificial neural network for modeling biosorption of Cr6+ by the immobilized Pseudomonas alcaliphila NEWG-2. Sci Rep 2021;11:1717. [PMID: 33462359 PMCID: PMC7814044 DOI: 10.1038/s41598-021-81348-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 01/06/2021] [Indexed: 02/07/2023]  Open
13
Moreira VR, Lebron YAR, Santos LVDS. Predicting the biosorption capacity of copper by dried Chlorella pyrenoidosa through response surface methodology and artificial neural network models. CHEMICAL ENGINEERING JOURNAL ADVANCES 2020. [DOI: 10.1016/j.ceja.2020.100041] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]  Open
14
Machine learning approach for elucidating and predicting the role of synthesis parameters on the shape and size of TiO2 nanoparticles. Sci Rep 2020;10:18910. [PMID: 33144623 PMCID: PMC7609603 DOI: 10.1038/s41598-020-75967-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 10/19/2020] [Indexed: 01/03/2023]  Open
15
Thangarasu V, Siddharth R, Ramanathan A. Modeling of process intensification of biodiesel production from Aegle Marmelos Correa seed oil using microreactor assisted with ultrasonic mixing. ULTRASONICS SONOCHEMISTRY 2020;60:104764. [PMID: 31539722 DOI: 10.1016/j.ultsonch.2019.104764] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 08/16/2019] [Accepted: 09/02/2019] [Indexed: 06/10/2023]
16
Mohammadi F, Yavari Z, Rahimi S, Hashemi M. Artificial Neural Network Modeling of Cr(VI) Biosorption from Aqueous Solutions. J WATER CHEM TECHNO+ 2019. [DOI: 10.3103/s1063455x19040039] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
17
Bhowmik M, Debnath A, Saha B. Fabrication of mixed phase CaFe2O4 and MnFe2O4 magnetic nanocomposite for enhanced and rapid adsorption of methyl orange dye: statistical modeling by neural network and response surface methodology. J DISPER SCI TECHNOL 2019. [DOI: 10.1080/01932691.2019.1642209] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
18
Alavi N, Dehvari M, Alekhamis G, Goudarzi G, Neisi A, Babaei AA. Application of electro-Fenton process for treatment of composting plant leachate: kinetics, operational parameters and modeling. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2019;17:417-431. [PMID: 31297218 PMCID: PMC6582029 DOI: 10.1007/s40201-019-00361-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 02/28/2019] [Indexed: 06/10/2023]
19
Muthusamy S, Manickam LP, Murugesan V, Muthukumaran C, Pugazhendhi A. Pectin extraction from Helianthus annuus (sunflower) heads using RSM and ANN modelling by a genetic algorithm approach. Int J Biol Macromol 2019;124:750-758. [DOI: 10.1016/j.ijbiomac.2018.11.036] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 11/07/2018] [Accepted: 11/07/2018] [Indexed: 01/08/2023]
20
Shanmugaprakash M, Venkatachalam S, Rajendran K, Pugazhendhi A. Biosorptive removal of Zn(II) ions by Pongamia oil cake (Pongamia pinnata) in batch and fixed-bed column studies using response surface methodology and artificial neural network. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2018;227:216-228. [PMID: 30195147 DOI: 10.1016/j.jenvman.2018.08.088] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 08/11/2018] [Accepted: 08/23/2018] [Indexed: 06/08/2023]
21
Pan P, Jin W, Li X, Chen Y, Jiang J, Wan H, Yu D. Optimization of multiplex quantitative polymerase chain reaction based on response surface methodology and an artificial neural network-genetic algorithm approach. PLoS One 2018;13:e0200962. [PMID: 30044832 PMCID: PMC6059488 DOI: 10.1371/journal.pone.0200962] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 07/04/2018] [Indexed: 11/19/2022]  Open
22
Kamalini A, Muthusamy S, Ramapriya R, Muthusamy B, Pugazhendhi A. Optimization of sugar recovery efficiency using microwave assisted alkaline pretreatment of cassava stem using response surface methodology and its structural characterization. J Mol Liq 2018. [DOI: 10.1016/j.molliq.2018.01.091] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
23
Paul AK, Borugadda VB, Bhalerao MS, Goud VV. In situ epoxidation of waste soybean cooking oil for synthesis of biolubricant basestock: A process parameter optimization and comparison with RSM, ANN, and GA. CAN J CHEM ENG 2018. [DOI: 10.1002/cjce.23091] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
24
Singh NH, Kezo K, Debnath A, Saha B. Enhanced adsorption performance of a novel Fe‐Mn‐Zr metal oxide nanocomposite adsorbent for anionic dyes from binary dye mix: Response surface optimization and neural network modeling. Appl Organomet Chem 2017. [DOI: 10.1002/aoc.4165] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
25
Peng Y, Deng A, Gong X, Li X, Zhang Y. Coupling process study of lipid production and mercury bioremediation by biomimetic mineralized microalgae. BIORESOURCE TECHNOLOGY 2017;243:628-633. [PMID: 28709067 DOI: 10.1016/j.biortech.2017.06.165] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 06/28/2017] [Accepted: 06/29/2017] [Indexed: 06/07/2023]
26
Sun S, Bao Z, Li R, Sun D, Geng H, Huang X, Lin J, Zhang P, Ma R, Fang L, Zhang X, Zhao X. Reduction and prediction of N2O emission from an Anoxic/Oxic wastewater treatment plant upon DO control and model simulation. BIORESOURCE TECHNOLOGY 2017;244:800-809. [PMID: 28830043 DOI: 10.1016/j.biortech.2017.08.054] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 08/08/2017] [Accepted: 08/09/2017] [Indexed: 06/07/2023]
27
Tanzifi M, Hosseini SH, Kiadehi AD, Olazar M, Karimipour K, Rezaiemehr R, Ali I. Artificial neural network optimization for methyl orange adsorption onto polyaniline nano-adsorbent: Kinetic, isotherm and thermodynamic studies. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.08.122] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
28
Arun C, Sivashanmugam P. Study on optimization of process parameters for enhancing the multi-hydrolytic enzyme activity in garbage enzyme produced from preconsumer organic waste. BIORESOURCE TECHNOLOGY 2017;226:200-210. [PMID: 28002780 DOI: 10.1016/j.biortech.2016.12.029] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Revised: 12/05/2016] [Accepted: 12/07/2016] [Indexed: 06/06/2023]
29
Rehman MA, Yusoff I, Alias Y. Fluoride adsorption by doped and un-doped magnetic ferrites CuCe(x)Fe(2-x)O4: Preparation, characterization, optimization and modeling for effectual remediation technologies. JOURNAL OF HAZARDOUS MATERIALS 2015;299:316-324. [PMID: 26143194 DOI: 10.1016/j.jhazmat.2015.06.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Revised: 06/05/2015] [Accepted: 06/19/2015] [Indexed: 06/04/2023]
30
Sarve A, Sonawane SS, Varma MN. Ultrasound assisted biodiesel production from sesame (Sesamum indicum L.) oil using barium hydroxide as a heterogeneous catalyst: Comparative assessment of prediction abilities between response surface methodology (RSM) and artificial neural network (ANN). ULTRASONICS SONOCHEMISTRY 2015;26:218-228. [PMID: 25630700 DOI: 10.1016/j.ultsonch.2015.01.013] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Revised: 01/05/2015] [Accepted: 01/08/2015] [Indexed: 06/04/2023]
31
Muthusamy S, Venkatachalam S. Competitive biosorption of Cr(vi) and Zn(ii) ions in single- and binary-metal systems onto a biodiesel waste residue using batch and fixed-bed column studies. RSC Adv 2015. [DOI: 10.1039/c5ra05962c] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]  Open
32
Sarve AN, Varma MN, Sonawane SS. Response surface optimization and artificial neural network modeling of biodiesel production from crude mahua (Madhuca indica) oil under supercritical ethanol conditions using CO2 as co-solvent. RSC Adv 2015. [DOI: 10.1039/c5ra11911a] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]  Open
33
Zhang R, Xie WM, Yu HQ, Li WW. Optimizing municipal wastewater treatment plants using an improved multi-objective optimization method. BIORESOURCE TECHNOLOGY 2014;157:161-165. [PMID: 24556369 DOI: 10.1016/j.biortech.2014.01.103] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2013] [Revised: 01/20/2014] [Accepted: 01/24/2014] [Indexed: 06/03/2023]
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