Progress of artificial neural networks applications in hydrogen production (English)
- New search for: Abdelkareem, Mohammad A.
- New search for: Soudan, Bassel
- New search for: Mahmoud, Mohamed S.
- New search for: Sayed, Enas T.
- New search for: AlMallahi, Maryam N.
- New search for: Inayat, Abrar
- New search for: Radi, Muaz Al
- New search for: Olabi, Abdul G.
- New search for: Abdelkareem, Mohammad A.
- New search for: Soudan, Bassel
- New search for: Mahmoud, Mohamed S.
- New search for: Sayed, Enas T.
- New search for: AlMallahi, Maryam N.
- New search for: Inayat, Abrar
- New search for: Radi, Muaz Al
- New search for: Olabi, Abdul G.
In:
Chemical Engineering Research and Design
;
182
;
66-86
;
2022
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:Progress of artificial neural networks applications in hydrogen production
-
Contributors:Abdelkareem, Mohammad A. ( author ) / Soudan, Bassel ( author ) / Mahmoud, Mohamed S. ( author ) / Sayed, Enas T. ( author ) / AlMallahi, Maryam N. ( author ) / Inayat, Abrar ( author ) / Radi, Muaz Al ( author ) / Olabi, Abdul G. ( author )
-
Published in:Chemical Engineering Research and Design ; 182 ; 66-86
-
Publisher:
- New search for: Institution of Chemical Engineers
-
Publication date:2022-03-18
-
Size:21 pages
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:ANNs , Artificial Neural Networks , R2 , Coefficient of determination , RSM , Response Surface Methodology , CI , Computational Inelegance , MSE , Mean Squared Error , MAE , Mean Absolute Error , CODin , Chemical Oxygen Demand , VFA , volatile fatty acid , PEMFCs , Proton Exchange Membrane Fuel Cells , MCFCs , Molten Carbonate Fuel Cells , SOFCs , Solid Oxide Fuel Cells , IGCC , Integrated Gasification Combined Cycle , H ̅_H2 , Average Energy Content of Hydrogen (130.92 MJ/kg) , E ̇_in , Energy Required for Hydrogen Production , ML , Machine Learning , MLP , Multilayer Perceptron , FFNN , multi-layer feed-forward neural network , LM , Levenberg-Marquardt , ASIC , Application Specific Integrated Circuit , DSP , Digital Signal Processor , GPU , Graphics Processing Unit , VLSI , Very large-scale integration , FPGA , Field Programmable Gate Arrays , BPNN , Back-Propagation Neural Network , HPR , Hydrogen Production Rate , HRT , Hydraulic Retention Time , Vss , Volatile Suspended Solids , OLR , Organic Loading Rate , UASR , Up-flow Anaerobic Staged Reactor , S0 , Initial Substrate Concentration , X0 , Initial Biomass Concentration , WGS , Water-Gas Shift , GHSV , Gas Hourly Space Velocity , CSTR , Continuously Stirred Tank Reactor , ORP , Oxidation-Reduction Potential , EGSB , Expanded Granular Sludge Bed , LCA , Life Cycle Assessment , AP , Acidification Potential , GWB , Global Warming Potential , HUASB , Hybrid Up Flow Anaerobic Sludge Blanket , ASBF , Anaerobic Sludge Blanket Filter , APE , Average Percentage Error , PEM-E , Polymer Electrolyte Membrane Electrolyser , GaAsPV , GaAs Photovoltaic , ANFIS , Adaptive Network-Based Fuzzy Logic Inference System , EAP , Empirical Angstrom-Prescott , MLR , Multiple Linear Regression , DL , Deep Learning , ICV , Immobilized Cell Volumes , DMFCs , Direct Methanol fuel cells , GA , Genetic Algorithm , OA , Orthogonal Array , GDOC , Groundnut De-Oiled Cake , PSO , Particle Swarm Optimization , SVM , Support Vector Machine , RBF , Radial Basis Function , TOC , Total Organic Carbon , Hydrogen production , Artificial Intelligence (AI) , Artificial Neural Networks (ANNs) , Hybrid ANN models , Back propagation neural network , Optimization
-
Source:
Table of contents – Volume 182
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
Multivariable run-to-run control of thermal atomic layer etching of aluminum oxide thin filmsYun, Sungil / Tom, Matthew / Ou, Feiyang / Orkoulas, Gerassimos / Christofides, Panagiotis D. et al. | 2022
- 1
-
Inside Front Cover| 2022
- 13
-
Nanosheets-MnxOy anchored biochar for efficient removal of methyl blue and tetracycline from waterLi, Zhengchen / Wang, Yanhua / Zheng, Shuang / Qian, Peng / Zhang, Xiaomeng / Han, Peiwei / Tu, Yubo / Ye, Shufeng et al. | 2022
- 25
-
Optimal design of a solar-grade silicon refinery incorporating a fairness approachRamírez-Márquez, César / del Carmen Munguía-López, Aurora / Martín, Mariano / Segovia-Hernández, Juan Gabriel / Ponce-Ortega, José María et al. | 2022
- 37
-
A new mathematical model of continuous gravitational separation with coalescence of liquid-liquid emulsionsAntonio García A. / Berres, Stefan / Mas-Hernández, Elizabeth et al. | 2022
- 51
-
Computational investigations of enrichment effects for CO 2 methanation in Sabatier microchannel reactorsChandraker, Vinay / Paramasivan, Ganesh / Chandy, Abhilash J. et al. | 2022
- 66
-
Progress of artificial neural networks applications in hydrogen productionAbdelkareem, Mohammad A. / Soudan, Bassel / Mahmoud, Mohamed S. / Sayed, Enas T. / AlMallahi, Maryam N. / Inayat, Abrar / Radi, Muaz Al / Olabi, Abdul G. et al. | 2022
- 87
-
Thermal-hydraulic performance enhancement of solar receiver channel by flapped V-bafflesPromvonge, Pongjet / Skullong, Sompol et al. | 2022
- 98
-
Hydrodynamic and axial mixing studies in asymmetric rotating impeller column at high dispersed to continuous phase ratiosMahakal, Prafulli A. / Patwardhan, Ashwin W. et al. | 2022
- 114
-
Surface modification of TiO2 by adding V2O5 nanocatalytic system for hydrogen generationGnanasekaran, Lalitha / Rajendran, Saravanan / Karimi-Maleh, Hassan / Priya, A.K. / Qin, Jiaqian / Soto-Moscoso, Matias / Ansar, Sabah / Bathula, Chinna et al. | 2022
- 120
-
Kinetics study of catalytic wet oxidation of phenol over novel ceria promoted mesoporous silica supported Ru-Fe3O4 catalystRoy, Shyamal / Mondal, Dilip Kumar et al. | 2022
- 133
-
A field study of desalination of high-salinity surface brackish water via an RO-NF hybrid systemDu, Chunliang / Zhao, Xiangshan / Du, Jennifer Runhong / Feng, Xianshe / Yang, Hanjun / Cheng, Fang / Ali, Mohamed E.A. et al. | 2022
- 145
-
Fabrication of a novel polymer inclusion membrane from recycled polyvinyl chloride for the real-time extraction of arsenic (V) from water samples in a continuous processGovindappa, Harshith / Bhat, Mahesh P. / Uthappa, U.T. / Sriram, Ganesan / Altalhi, Tariq / Prasanna Kumar, S. / Kurkuri, Mahaveer et al. | 2022
- 157
-
Laminar flow and pressure drop of complex fluids in a Sulzer SMX+TM static mixerMichael, Vipin / Dawson, Mick / Prosser, Robert / Kowalski, Adam et al. | 2022
- 172
-
Cost-effectiveness analysis in the manufacture of allogeneic human induced pluripotent cells in Japan by agent-based modelingHayashi, Yusuke / Oishi, Kota / Sugiyama, Hirokazu et al. | 2022
- 183
-
Temperature profiles of a direct contact heat transfer in a slurry bubble columnAbdulrahman, M.W. et al. | 2022
- 194
-
Electrochemical conversion of carbon dioxide to ethylene: Plant design, evaluation and prospects for the futureBerkelaar, Lotte / Linde, Joram van der / Peper, Julia / Rajhans, Aditya / Tiemessen, Daniël / Ham, Louis van der / Berg, Henk van den et al. | 2022
- 207
-
A systematic assessment method of supply resilience for natural gas supply systemsLi, Xueyi / Su, Huai / Zhang, Jinjun et al. | 2022
- 216
-
Evaluating the degree of chemical contamination of underground aquifers in Botswana and analysing viable purification and desalination means; a reviewKandjou, Vepika / Nkwe, David O. / Ntuli, Freeman / Keroletswe, Ngonye et al. | 2022
- 225
-
Study on the dehumidification performance of vacuum membrane-based dehumidification modules with convex membrane characteristicsChun, Liang / Gong, Guangcai / Peng, Pei / Fang, Xi / Li, Wenqiang / Shi, Xing / Chen, Xiang et al. | 2022
- 237
-
Production of sugar-derived carbons by different routes and their applications for dye removal in waterGrassi, Patrícia / Lunardi, Pietro / Foletto, Edson Luiz / Dotto, Guilherme Luiz / Lima, Eder Cláudio / Jahn, Sergio Luiz et al. | 2022
- 246
-
Study on the characteristics of self-developed pulverized coal flow regulation valve for coal gasification processWang, Wei / Lu, Haifeng / Ming, You / Chen, Fengguan / Ruan, Hu / Liu, Haifeng et al. | 2022
- 256
-
Characterization of polyurea microcapsules synthesized with an isocyanate of low toxicity and eco-friendly esters via microfluidics: Shape, shell thickness, morphology and encapsulation efficiencyDu, Jiupeng / Ibaseta, Nelson / Guichardon, Pierrette et al. | 2022
- 273
-
Ultrasound assisted continuous processing in microreactors with focus on crystallization and chemical synthesis: A critical reviewBanakar, V.V. / Sabnis, S.S. / Gogate, P.R. / Raha, A. / Saurabh et al. | 2022
- 290
-
Direct control of recombinant protein production rates in E. coli fed-batch processes by nonlinear feedback linearizationKager, Julian / Bartlechner, Johanna / Herwig, Christoph / Jakubek, Stefan et al. | 2022
- 305
-
Improving hydrogen generation from dehydrogenation of dimethylamine borane using polyvinylpyrrolidone stabilized platinum-rhodium nanoclusters as highly efficient and reusable catalysts: Development of ANN modelTiri, Rima Nour Elhouda / Aygün, Ayşenur / Gülbay, Senem Karahan / Sen, Fatih / Cheng, Chin Kui / Jafarzadeh, Hamed / Abouei Mehrizi, Abbasali / Vasseghian, Yasser et al. | 2022
- 312
-
Process intensification for 5-hydroxymethylfurfural production from sucrose in a continuous fixed-bed reactorTongtummachat, Tiprawee / Akkarawatkhoosith, Nattee / Jaree, Attasak et al. | 2022
- 324
-
Pharmaceutical industry supply chains: How to sustainably improve access to vaccines?Duarte, Inês / Mota, Bruna / Pinto-Varela, Tânia / Barbosa-Póvoa, Ana Paula et al. | 2022
- 342
-
Predicting the hydrodynamic properties of a bioreactor: Conditional density estimation as a surrogate model for CFD simulationsKaya, Umut / Gopireddy, Srikanth / Urbanetz, Nora / Nopens, Ingmar / Verwaeren, Jan et al. | 2022
- 360
-
Nanofiltration of aquatic weed hydrolysate: Diafiltration versus concentration mode for separating saccharides from phenolicsTonova, Konstantza / Lazarova, Madlena / Dencheva-Zarkova, Maria / Genova, Julia et al. | 2022
- 371
-
Effect of gas-induced inlet design on flow pattern and energy loss for small-scale countercurrent vortex reactor: Numerical simulation and experimental investigationLiu, Qian / Zhao, Bingtao / Li, Huimei / Li, Xuan / Su, Yaxin et al. | 2022
- 381
-
Flow profile and wall normal stress characteristics in pattern-transformable flow silosWang, Xin / Shi, Yifu / Luo, Bing / Liang, Cai / Liu, Daoyin / Ma, Jiliang / Chen, Xiaoping et al. | 2022
- 395
-
Modeling and active constrained optimization of C5/C6 isomerization via Artificial Neural NetworksKhajah, Mohammad / Chehadeh, Dduha et al. | 2022
- 410
-
Experimental and RSM study of hypercrosslinked polystyrene in elimination of lead, cadmium and nickel ions in single and multi-component systemsMasoumi, Hadiseh / Ghaemi, Ahad / Ghanadzadeh Gilani, Hossein et al. | 2022
- 428
-
Numerical investigation of ice pigging isothermal flow in water-supply pipelines cleaningHu, Jiamin / Tao, Tao et al. | 2022
- 438
-
Predicting liner wear of ball mills using discrete element method and artificial neural networkJayasundara, C.T. / Zhu, H.P. et al. | 2022
- 448
-
Early-stage in silico flowsheet analysis for a monoclonal antibody platformKaiser, Johann / Babi, Deenesh K. / Pinelo, Manuel / Krühne, Ulrich et al. | 2022
- 465
-
Optimization and modeling of solid-liquid multivariable extractor (SoLVE): A new solution for tomato waste valorizationPettinato, Margherita / Casazza, Alessandro Alberto / Ferrari, Pier Francesco / Perego, Patrizia et al. | 2022
- 478
-
Development, modeling and simulation of extraction and purification of bixin from annatto seeds (Bixa orellana L.)Colosimo, Débora Freitas / Minim, Valéria Paula Rodrigues / Vidigal, Márcia Cristina Teixeira Ribeiro / Minim, Luis Antonio et al. | 2022
- 490
-
Thermal behavior of ammonium fluorosilicates complexes: Obtaining and kinetic analysisResentera, Alexander C. / Perejón, Antonio / Esquivel, Marcelo R. / Pérez-Maqueda, Luis A. / Rodriguez, Mario H. et al. | 2022
- 502
-
Experimental study on length, liquid film thickness and pressure drop of slug flow in horizontal narrow rectangular channelLiu, Antai / Cheng, Linhai / Yan, Changqi / Gu, Haifeng / Meng, Zhaoming et al. | 2022
- 517
-
Coalescence-induced phase separation of an oil in water emulsion under controlled shear and temperature conditionsNadeem, Hannan / Vigil, R. Dennis / Samuel, Amanda / Sarkar, Avik / Yeoh, Thean / Olsen, Michael G. et al. | 2022
- 525
-
Flexible design and operation of multi-stage reverse osmosis desalination process for producing different grades of water with maintenance and cleaning opportunityAl-Obaidi, Mudhar A. / Rasn, Kouther Hasheem / Aladwani, S.H. / Kadhom, Mohammed / Mujtaba, I.M. et al. | 2022
- 544
-
Development of dynamic PVA/PAN membranes for pervaporation: Correlation between kinetics of gel layer formation, preparation conditions, and separation performanceBurts, K.S. / Plisko, T.V. / Bildyukevich, A.V. / Li, G. / Kujawa, J. / Kujawski, W. et al. | 2022
- 558
-
Profitability of single- and mixed-culture fermentations for the butyric acid production from a lignocellulosic substrateDudek, Karol / Molina-Guerrero, Carlos Eduardo / Valdez-Vazquez, Idania et al. | 2022
- 571
-
Significance of polymer elasticity on drag reduction performance in dispersed oil-in-water pipe flowEshrati, M. / Al-Wahaibi, T. / Al-Hashmi, A.R. / Al-Wahaibi, Y. / Al-Ajmi, A. / Abubakar, A. et al. | 2022
- 580
-
A solar-driven CPC photoreactor for decomposition of emerging contaminants in wastewater: Modeling and optimizationGhalamchi, Leila / Rasoulifard, Mohammad Hossein / Mohammadi, Zohreh / Dorraji, Mir Saeed Seyed / Sehati, Negar / Eskandarian, Mohammad Reza et al. | 2022
- 592
-
Response surface modeling and optimization of hexavalent chromium adsorption onto eucalyptus tree bark-derived pristine and chemically-modified biocharYusuff, Adeyinka S. / Popoola, Lekan T. / Igbafe, Anselm I. et al. | 2022
- 604
-
Multicomponent interpenetrating metal based Alginate-Carrageenan biopolymer hydrogel beads substantiated by graphene oxide for efficient removal of methylene blue from waste waterRather, Reyaz A. / Bhat, Mushtaq A. / Shalla, Aabid H. et al. | 2022
- 616
-
Hydrodynamics of gas-liquid bubble columns under bubbling, transient, and jetting flow regimes using volume of fluid computational fluid dynamicsNguyen, Loc Xuan / Ngo, Son Ich / Lim, Young-Il / Go, Kang-Seok / Nho, Nam-Sun et al. | 2022
- 629
-
A numerical study of wave characteristics in axisymmetric gas-liquid annular flow in microchannelsAngirekula, Venu Kondala Rao / Gupta, Raghvendra et al. | 2022
- 645
-
Pore volume and surface diffusion model (PVSDM) applied for single and binary dye adsorption systemsFranco, Dison S.P. / da Boit Martinello, Kátia / Georgin, Jordana / Netto, Matias S. / Foletto, Edson L. / Silva, Luis F.O. / dos Reis, Glaydson S. / Dotto, Guilherme L. et al. | 2022
- 659
-
Choline chloride-based deep eutectic solvents for ultrasonic-assisted oxidative desulfurization of actual heavy crude oilMohammed, Mohammed Y. / Ali, Alaa M. / Albayati, Talib M. et al. | 2022
- 667
-
Updated review on emerging technologies for PFAS contaminated water treatmentYadav, Sudesh / Ibrar, Ibrar / Al-Juboori, Raed A. / Singh, Lovdeep / Ganbat, Namuun / Kazwini, Tayma / Karbassiyazdi, Elika / Samal, Akshaya K. / Subbiah, Senthilmurugan / Altaee, Ali et al. | 2022
- 701
-
DMC-PID cascade control for MEA-based post-combustion CO2 capture processZhang, Wenzhao / Ma, Chenbin / Li, Haifeng / Xuan, Liangyu / An, Aimin et al. | 2022
- 714
-
Microwave-assisted nanoparticle synthesis enhanced with addition of surfactantTakai, Takahiro / Shibatani, Atsuya / Asakuma, Yusuke / Saptoro, Agus / Phan, Chi et al. | 2022
- 719
-
Magnetic dual-template molecularly imprinted polymers for separation and enrichment of echinacoside and acteoside from Cistanche deserticola Y. C. MaLi, Chunying / Nie, Fang / Feng, Changyin / Tian, Mengfei / Yu, Meiting / Zhao, Chunjian / Fu, Yujie et al. | 2022
- i
-
Contents| 2022