{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T06:49:11Z","timestamp":1780728551223,"version":"3.54.1"},"reference-count":84,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2016,2,3]],"date-time":"2016-02-03T00:00:00Z","timestamp":1454457600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1007\/s00521-016-2213-z","type":"journal-article","created":{"date-parts":[[2016,2,3]],"date-time":"2016-02-03T08:06:30Z","timestamp":1454486790000},"page":"2621-2632","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Reconciliation of outliers in CO2-alkanolamine-H2O datasets by robust neural network winsorization"],"prefix":"10.1007","volume":"28","author":[{"given":"Humbul","family":"Suleman","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdulhalim Shah","family":"Maulud","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zakaria","family":"Man","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2016,2,3]]},"reference":[{"key":"2213_CR1","volume-title":"Gas purification","author":"AL Kohl","year":"1997","unstructured":"Kohl AL, Nielsen RB (1997) Gas purification. Elsevier Gulf, Houston"},{"issue":"1\u20133","key":"2213_CR2","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1081\/SS-200042244","volume":"40","author":"D Aaron","year":"2005","unstructured":"Aaron D, Tsouris C (2005) Separation of CO2 from flue gas: a review. Sep Sci Technol 40(1\u20133):321\u2013348","journal-title":"Sep Sci Technol"},{"issue":"6","key":"2213_CR3","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1515\/revce-2015-0030","volume":"31","author":"H Suleman","year":"2015","unstructured":"Suleman H, Maulud AS, Man Z (2015) Review and selection criteria of classical thermodynamic models for acid gas absorption in aqueous alkanolamines. Rev Chem Eng 31(6):599\u2013639","journal-title":"Rev Chem Eng"},{"key":"2213_CR4","doi-asserted-by":"crossref","DOI":"10.1002\/9781118877746","volume-title":"Gas treating: absorption theory and practice","author":"D Eimer","year":"2014","unstructured":"Eimer D (2014) Gas treating: absorption theory and practice. Wiley, New York"},{"issue":"11","key":"2213_CR5","doi-asserted-by":"crossref","first-page":"2798","DOI":"10.1021\/ie030769v","volume":"43","author":"A Vrachnos","year":"2004","unstructured":"Vrachnos A, Voutsas E, Magoulas K, Lygeros A (2004) Thermodynamics of acid gas-MDEA-water systems. Ind Eng Chem Res 43(11):2798\u20132804","journal-title":"Ind Eng Chem Res"},{"issue":"16","key":"2213_CR6","doi-asserted-by":"crossref","first-page":"6427","DOI":"10.1021\/es901376a","volume":"43","author":"G Puxty","year":"2009","unstructured":"Puxty G, Rowland R, Allport A, Yang Q, Bown M, Burns R, Maeder M, Attalla M (2009) Carbon dioxide postcombustion capture: a novel screening study of the carbon dioxide absorption performance of 76 amines. Environ Sci Technol 43(16):6427\u20136433","journal-title":"Environ Sci Technol"},{"issue":"6","key":"2213_CR7","doi-asserted-by":"crossref","first-page":"1959","DOI":"10.1021\/ie950538r","volume":"35","author":"G Kuranov","year":"1996","unstructured":"Kuranov G, Rumpf B, Smirnova NA, Maurer G (1996) Solubility of single gases carbon dioxide and hydrogen sulfide in aqueous solutions of N-methyldiethanolamine in the temperature range 313\u2013413\u00a0K at pressures up to 5 MPa. Ind Eng Chem Res 35(6):1959\u20131966","journal-title":"Ind Eng Chem Res"},{"issue":"3","key":"2213_CR8","doi-asserted-by":"publisher","first-page":"214","DOI":"10.1002\/cjce.5450540316","volume":"54","author":"JI Lee","year":"1976","unstructured":"Lee JI, Otto FD, Mather AE (1976) The measurement and prediction of the solubility of mixtures of carbon dioxide and hydrogen sulphide in a 2.5\u00a0N monoethanolamine solution. Can J Chem Eng 54(3):214\u2013219. doi: 10.1002\/cjce.5450540316","journal-title":"Can J Chem Eng"},{"issue":"2","key":"2213_CR9","doi-asserted-by":"crossref","first-page":"630","DOI":"10.1021\/je0496490","volume":"50","author":"S Ma\u2019mun","year":"2005","unstructured":"Ma\u2019mun S, Nilsen R, Svendsen HF, Juliussen O (2005) Solubility of carbon dioxide in 30 mass% monoethanolamine and 50 mass% methyldiethanolamine solutions. J Chem Eng Data 50(2):630\u2013634","journal-title":"J Chem Eng Data"},{"issue":"24","key":"2213_CR10","doi-asserted-by":"crossref","first-page":"6393","DOI":"10.1016\/j.ces.2011.08.042","volume":"66","author":"UE Aronu","year":"2011","unstructured":"Aronu UE, Gondal S, Hessen ET, Haug-Warberg T, Hartono A, Hoff KA, Svendsen HF (2011) Solubility of CO2 in 15, 30, 45 and 60 mass% MEA from 40 to 120\u00a0\u00b0C and model representation using the extended UNIQUAC framework. Chem Eng Sci 66(24):6393\u20136406","journal-title":"Chem Eng Sci"},{"issue":"1","key":"2213_CR11","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.fluid.2003.11.014","volume":"218","author":"R Sidi-Boumedine","year":"2004","unstructured":"Sidi-Boumedine R, Horstmann S, Fischer K, Provost E, F\u00fcrst W, Gmehling J (2004) Experimental determination of carbon dioxide solubility data in aqueous alkanolamine solutions. Fluid Phase Equilib 218(1):85\u201394","journal-title":"Fluid Phase Equilib"},{"issue":"4","key":"2213_CR12","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1021\/i200019a001","volume":"21","author":"FY Jou","year":"1982","unstructured":"Jou FY, Mather AE, Otto FD (1982) Solubility of hydrogen sulfide and carbon dioxide in aqueous methyldiethanolamine solutions. Ind Eng Chem Process Des Dev 21(4):539\u2013544","journal-title":"Ind Eng Chem Process Des Dev"},{"key":"2213_CR13","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1016\/j.fluid.2013.06.022","volume":"354","author":"H Najibi","year":"2013","unstructured":"Najibi H, Maleki N (2013) Equilibrium solubility of carbon dioxide in N-methyldiethanolamine + piperazine aqueous solution: experimental measurement and prediction. Fluid Phase Equilib 354:298\u2013303","journal-title":"Fluid Phase Equilib"},{"issue":"7","key":"2213_CR14","doi-asserted-by":"crossref","first-page":"1060","DOI":"10.1021\/ie00091a028","volume":"28","author":"DM Austgen","year":"1989","unstructured":"Austgen DM, Rochelle GT, Peng X, Chen CC (1989) Model of vapor-liquid equilibria for aqueous acid gas-alkanolamine systems using the electrolyte-NRTL equation. Ind Eng Chem Res 28(7):1060\u20131073","journal-title":"Ind Eng Chem Res"},{"issue":"9","key":"2213_CR15","doi-asserted-by":"crossref","first-page":"3944","DOI":"10.1021\/ie970140q","volume":"36","author":"ML Posey","year":"1997","unstructured":"Posey ML, Rochelle GT (1997) A thermodynamic model of methyldiethanolamine-CO2-H2S-water. Ind Eng Chem Res 36(9):3944\u20133953","journal-title":"Ind Eng Chem Res"},{"issue":"2","key":"2213_CR16","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.fluid.2009.05.002","volume":"282","author":"L Faramarzi","year":"2009","unstructured":"Faramarzi L, Kontogeorgis GM, Thomsen K, Stenby EH (2009) Extended UNIQUAC model for thermodynamic modeling of CO2 absorption in aqueous alkanolamine solutions. Fluid Phase Equilib 282(2):121\u2013132","journal-title":"Fluid Phase Equilib"},{"issue":"14","key":"2213_CR17","doi-asserted-by":"crossref","first-page":"5148","DOI":"10.1021\/ie0600792","volume":"45","author":"A Vrachnos","year":"2006","unstructured":"Vrachnos A, Kontogeorgis G, Voutsas E (2006) Thermodynamic modeling of acidic gas solubility in aqueous solutions of MEA, MDEA and MEA\u2013MDEA blends. Ind Eng Chem Res 45(14):5148\u20135154","journal-title":"Ind Eng Chem Res"},{"issue":"15","key":"2213_CR18","doi-asserted-by":"crossref","first-page":"2975","DOI":"10.1016\/S0009-2509(99)00550-3","volume":"55","author":"L Chunxi","year":"2000","unstructured":"Chunxi L, F\u00fcrst W (2000) Representation of CO2 and H2S solubility in aqueous MDEA solutions using an electrolyte equation of state. Chem Eng Sci 55(15):2975\u20132988","journal-title":"Chem Eng Sci"},{"key":"2213_CR19","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/j.ijggc.2013.05.016","volume":"17","author":"G Puxty","year":"2013","unstructured":"Puxty G, Maeder M (2013) A simple chemical model to represent CO2\u2013amine\u2013H2O vapour\u2013liquid-equilibria. Int J Greenhouse Gas Control 17:215\u2013224","journal-title":"Int J Greenhouse Gas Control"},{"key":"2213_CR20","doi-asserted-by":"crossref","unstructured":"Wolynetz M (1979) Algorithm AS 139: maximum likelihood estimation in a linear model from confined and censored normal data. Appl Stat 28:195\u2013206","DOI":"10.2307\/2346749"},{"issue":"7","key":"2213_CR21","doi-asserted-by":"crossref","first-page":"1419","DOI":"10.1021\/ie00019a016","volume":"32","author":"RH Weiland","year":"1993","unstructured":"Weiland RH, Chakravarty T, Mather AE (1993) Solubility of carbon dioxide and hydrogen sulfide in aqueous alkanolamines. Ind Eng Chem Res 32(7):1419\u20131430","journal-title":"Ind Eng Chem Res"},{"issue":"1","key":"2213_CR22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0169-7439(95)80003-R","volume":"27","author":"IE Frank","year":"1995","unstructured":"Frank IE (1995) Modern nonlinear regression methods. Chemometr Intell Lab Syst 27(1):1\u201319","journal-title":"Chemometr Intell Lab Syst"},{"key":"2213_CR23","doi-asserted-by":"crossref","unstructured":"Hastie T, Tibshirani R, Friedman J, Hastie T, Friedman J, Tibshirani R (2009) The elements of statistical learning: data mining, inference and prediction. Springer, New York","DOI":"10.1007\/978-0-387-84858-7"},{"key":"2213_CR24","volume-title":"Classification and regression trees","author":"L Breiman","year":"1984","unstructured":"Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and regression trees. Wadsworth & Brooks, Monterey"},{"key":"2213_CR25","doi-asserted-by":"crossref","unstructured":"Friedman JH (1991) Multivariate adaptive regression splines. Ann Stat 19:1\u201367","DOI":"10.1214\/aos\/1176347963"},{"issue":"10","key":"2213_CR26","doi-asserted-by":"crossref","first-page":"530","DOI":"10.1002\/cem.1249","volume":"23","author":"AI Abdel-Rahman","year":"2009","unstructured":"Abdel-Rahman AI, Lim GJ (2009) A nonlinear partial least squares algorithm using quadratic fuzzy inference system. J Chemom 23(10):530\u2013537","journal-title":"J Chemom"},{"issue":"1","key":"2213_CR27","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/0169-7439(92)80093-J","volume":"14","author":"S Wold","year":"1992","unstructured":"Wold S (1992) Nonlinear partial least squares modelling II. Spline inner relation. Chemometr Intell Lab Syst 14(1):71\u201384","journal-title":"Chemometr Intell Lab Syst"},{"issue":"12","key":"2213_CR28","doi-asserted-by":"crossref","first-page":"605","DOI":"10.1002\/cem.1260","volume":"23","author":"R Lombardo","year":"2009","unstructured":"Lombardo R, Durand J, De Veaux R (2009) Model building in multivariate additive partial least squares splines via the GCV criterion. J Chemom 23(12):605\u2013617","journal-title":"J Chemom"},{"issue":"3","key":"2213_CR29","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/0003-2670(96)00202-4","volume":"331","author":"B Walczak","year":"1996","unstructured":"Walczak B, Massart D (1996) The radial basis functions\u2014partial least squares approach as a flexible non-linear regression technique. Anal Chim Acta 331(3):177\u2013185","journal-title":"Anal Chim Acta"},{"issue":"3","key":"2213_CR30","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/0003-2670(96)00206-1","volume":"331","author":"B Walczak","year":"1996","unstructured":"Walczak B, Massart D (1996) Application of radial basis functions\u2014partial least squares to non-linear pattern recognition problems: diagnosis of process faults. Anal Chim Acta 331(3):187\u2013193","journal-title":"Anal Chim Acta"},{"issue":"10","key":"2213_CR31","doi-asserted-by":"crossref","first-page":"518","DOI":"10.1002\/cem.1248","volume":"23","author":"M Andersson","year":"2009","unstructured":"Andersson M (2009) A comparison of nine PLS1 algorithms. J Chemom 23(10):518\u2013529","journal-title":"J Chemom"},{"issue":"5","key":"2213_CR32","doi-asserted-by":"crossref","first-page":"1299","DOI":"10.1162\/089976698300017467","volume":"10","author":"B Sch\u00f6lkopf","year":"1998","unstructured":"Sch\u00f6lkopf B, Smola A, M\u00fcller K-R (1998) Nonlinear component analysis as a kernel eigenvalue problem. Neural Comput 10(5):1299\u20131319","journal-title":"Neural Comput"},{"issue":"1","key":"2213_CR33","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.chemolab.2011.02.004","volume":"107","author":"D-S Cao","year":"2011","unstructured":"Cao D-S, Liang Y-Z, Xu Q-S, Hu Q-N, Zhang L-X, Fu G-H (2011) Exploring nonlinear relationships in chemical data using kernel-based methods. Chemometr Intell Lab Syst 107(1):106\u2013115","journal-title":"Chemometr Intell Lab Syst"},{"issue":"21","key":"2213_CR34","doi-asserted-by":"crossref","first-page":"3081","DOI":"10.1021\/ac00069a023","volume":"65","author":"TB Blank","year":"1993","unstructured":"Blank TB, Brown SD (1993) Nonlinear multivariate mapping of chemical data using feed-forward neural networks. Anal Chem 65(21):3081\u20133089","journal-title":"Anal Chem"},{"issue":"4","key":"2213_CR35","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1515\/revce-2013-0013","volume":"29","author":"M Pirdashti","year":"2013","unstructured":"Pirdashti M, Curteanu S, Kamangar MH, Hassim MH, Khatami MA (2013) Artificial neural networks: applications in chemical engineering. Rev Chem Eng 29(4):205\u2013239","journal-title":"Rev Chem Eng"},{"key":"2213_CR36","volume-title":"Neural networks in bioprocessing and chemical engineering","author":"DR Baughman","year":"2014","unstructured":"Baughman DR, Liu YA (2014) Neural networks in bioprocessing and chemical engineering. Academic press, New York"},{"issue":"2","key":"2213_CR37","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/0169-7439(93)80052-J","volume":"18","author":"BJ Wythoff","year":"1993","unstructured":"Wythoff BJ (1993) Backpropagation neural networks: a tutorial. Chemometr Intell Lab Syst 18(2):115\u2013155","journal-title":"Chemometr Intell Lab Syst"},{"issue":"2","key":"2213_CR38","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/0169-7439(93)80097-2","volume":"19","author":"G Kateman","year":"1993","unstructured":"Kateman G (1993) Neural networks in analytical chemistry? Chemometr Intell Lab Syst 19(2):135\u2013142","journal-title":"Chemometr Intell Lab Syst"},{"issue":"1","key":"2213_CR39","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/S0169-7439(97)00061-0","volume":"39","author":"D Svozil","year":"1997","unstructured":"Svozil D, Kvasnicka V, J\u00ed Pospichal (1997) Introduction to multi-layer feed-forward neural networks. Chemometr Intell Lab Syst 39(1):43\u201362","journal-title":"Chemometr Intell Lab Syst"},{"key":"2213_CR40","first-page":"49","volume":"2","author":"PC Mahalanobis","year":"1936","unstructured":"Mahalanobis PC (1936) On the generalized distance in statistics. Proc Natl Inst Sci (Calcutta) 2:49\u201355","journal-title":"Proc Natl Inst Sci (Calcutta)"},{"key":"2213_CR41","volume-title":"Robust statistics","author":"PJ Huber","year":"2011","unstructured":"Huber PJ (2011) Robust statistics. Springer, New York"},{"key":"2213_CR42","doi-asserted-by":"crossref","unstructured":"Hastings Jr C, Mosteller F, Tukey JW, Winsor CP (1947) Low moments for small samples: a comparative study of order statistics. Ann Math Stat 413\u2013426","DOI":"10.1214\/aoms\/1177730388"},{"key":"2213_CR43","unstructured":"Strogatz SH (2015) Nonlinear dynamics and chaos: with applications to physics, biology, chemistry, and engineering. Westview Press, Boulder"},{"issue":"5","key":"2213_CR44","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1002\/cem.2581","volume":"28","author":"L Eriksson","year":"2014","unstructured":"Eriksson L, Trygg J, Wold S (2014) A chemometrics toolbox based on projections and latent variables. J Chemom 28(5):332\u2013346. doi: 10.1002\/cem.2581","journal-title":"J Chemom"},{"key":"2213_CR45","unstructured":"Alwadi S (2015) Existing outlier values in financial data via wavelet transform. Eur Sci J ESJ 11(22):245\u2013254"},{"key":"2213_CR46","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1016\/j.neucom.2015.01.012","volume":"157","author":"R Adhikari","year":"2015","unstructured":"Adhikari R (2015) A neural network based linear ensemble framework for time series forecasting. Neurocomputing 157:231\u2013242. doi: 10.1016\/j.neucom.2015.01.012","journal-title":"Neurocomputing"},{"issue":"1","key":"2213_CR47","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1021\/je60001a012","volume":"4","author":"J Jones","year":"1959","unstructured":"Jones J, Froning H, Claytor E Jr (1959) Solubility of acidic gases in aqueous monoethanolamine. J Chem Eng Data 4(1):85\u201392","journal-title":"J Chem Eng Data"},{"issue":"6","key":"2213_CR48","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1002\/cjce.5450520617","volume":"52","author":"J Lee","year":"1974","unstructured":"Lee J, Otto FD, Mather AE (1974) The solubility of H2S and CO2 in aqueous monoethanolamine solutions. Can J Chem Eng 52(6):803\u2013805","journal-title":"Can J Chem Eng"},{"issue":"2","key":"2213_CR49","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1021\/je60065a007","volume":"20","author":"JI Lee","year":"1975","unstructured":"Lee JI, Otto FD, Mather AE (1975) Solubility of mixtures of carbon dioxide and hydrogen sulfide in 5.0\u00a0N monoethanolamine solution. J Chem Eng Data 20(2):161\u2013163","journal-title":"J Chem Eng Data"},{"issue":"1","key":"2213_CR50","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1002\/jctb.5020260177","volume":"26","author":"JI Lee","year":"1976","unstructured":"Lee JI, Otto FD, Mather AE (1976) Equilibrium between carbon dioxide and aqueous monoethanolamine solutions. J Appl Chem Biotech 26(1):541\u2013549","journal-title":"J Appl Chem Biotech"},{"issue":"1","key":"2213_CR51","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1021\/je60068a010","volume":"21","author":"JD Lawson","year":"1976","unstructured":"Lawson JD, Garst A (1976) Gas sweetening data: equilibrium solubility of hydrogen sulfide and carbon dioxide in aqueous monoethanolamine and aqueous diethanolamine solutions. J Chem Eng Data 21(1):20\u201330","journal-title":"J Chem Eng Data"},{"issue":"6","key":"2213_CR52","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1002\/cjce.5450550614","volume":"55","author":"P Nasir","year":"1977","unstructured":"Nasir P, Mather AE (1977) The measurement and prediction of the solubility of acid gases in monoethanolamine solutions at low partial pressures. Can J Chem Eng 55(6):715\u2013717","journal-title":"Can J Chem Eng"},{"issue":"2","key":"2213_CR53","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1021\/je60085a013","volume":"25","author":"EE Isaacs","year":"1980","unstructured":"Isaacs EE, Otto FD, Mather AE (1980) Solubility of mixtures of hydrogen sulfide and carbon dioxide in a monoethanolamine solution at low partial pressures. J Chem Eng Data 25(2):118\u2013120","journal-title":"J Chem Eng Data"},{"issue":"1","key":"2213_CR54","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1021\/je00005a025","volume":"37","author":"KP Shen","year":"1992","unstructured":"Shen KP, Li MH (1992) Solubility of carbon dioxide in aqueous mixtures of monoethanolamine with methyldiethanolamine. J Chem Eng Data 37(1):96\u2013100","journal-title":"J Chem Eng Data"},{"issue":"3","key":"2213_CR55","doi-asserted-by":"crossref","first-page":"548","DOI":"10.1021\/je00015a034","volume":"39","author":"OF Dawodu","year":"1994","unstructured":"Dawodu OF, Meisen A (1994) Solubility of carbon dioxide in aqueous mixtures of alkanolamines. J Chem Eng Data 39(3):548\u2013552","journal-title":"J Chem Eng Data"},{"issue":"1","key":"2213_CR56","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1002\/cjce.5450730116","volume":"73","author":"FY Jou","year":"1995","unstructured":"Jou FY, Mather AE, Otto FD (1995) The solubility of CO2 in a 30 mass percent monoethanolamine solution. Can J Chem Eng 73(1):140\u2013147","journal-title":"Can J Chem Eng"},{"key":"2213_CR57","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.ijggc.2011.11.005","volume":"6","author":"D Tong","year":"2012","unstructured":"Tong D, Trusler J, Maitland GC, Gibbins J, Fennell PS (2012) Solubility of carbon dioxide in aqueous solution of monoethanolamine or 2-amino-2-methyl-1-propanol: experimental measurements and modelling. Int J Greenhouse Gas Control 6:37\u201347","journal-title":"Int J Greenhouse Gas Control"},{"issue":"4","key":"2213_CR58","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1021\/je60055a015","volume":"17","author":"JI Lee","year":"1972","unstructured":"Lee JI, Otto FD, Mather AE (1972) Solubility of carbon dioxide in aqueous diethanolamine solutions at high pressures. J Chem Eng Data 17(4):465\u2013468","journal-title":"J Chem Eng Data"},{"key":"2213_CR59","first-page":"26","volume":"65","author":"J Lee","year":"1973","unstructured":"Lee J, Otto F, Mather A (1973) Design data for diethanolamine acid gas treating systems. Gas Processing\/Canada 65:26\u201334","journal-title":"Gas Processing\/Canada"},{"issue":"1","key":"2213_CR60","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1002\/cjce.5450520121","volume":"52","author":"J Lee","year":"1974","unstructured":"Lee J, Otto F, Mather A (1974) The solubility of mixtures of carbon dioxide and hydrogen sulphide in aqueous diethanolamine solutions. Can J Chem Eng 52(1):125\u2013127","journal-title":"Can J Chem Eng"},{"issue":"3","key":"2213_CR61","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1021\/je00037a025","volume":"29","author":"ML Kennard","year":"1984","unstructured":"Kennard ML, Meisen A (1984) Solubility of carbon dioxide in aqueous diethanolamine solutions at elevated temperatures and pressures. J Chem Eng Data 29(3):309\u2013312","journal-title":"J Chem Eng Data"},{"issue":"4","key":"2213_CR62","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1002\/cjce.5450630423","volume":"63","author":"D Lal","year":"1985","unstructured":"Lal D, Otto FD, Mather AE (1985) The solubility of H2S and CO2 in a diethanolamine solution at low partial pressures. Can J Chem Eng 63(4):681\u2013685","journal-title":"Can J Chem Eng"},{"issue":"2","key":"2213_CR63","doi-asserted-by":"crossref","first-page":"258","DOI":"10.1021\/je950197o","volume":"41","author":"D-J Seo","year":"1996","unstructured":"Seo D-J, Hong W-H (1996) Solubilities of carbon dioxide in aqueous mixtures of diethanolamine and 2-amino-2-methyl-1-propanol. J Chem Eng Data 41(2):258\u2013260","journal-title":"J Chem Eng Data"},{"issue":"12","key":"2213_CR64","doi-asserted-by":"crossref","first-page":"3223","DOI":"10.1002\/aic.690431210","volume":"43","author":"WJ Rogers","year":"1997","unstructured":"Rogers WJ, Bullin JA, Davison RR, Frazier RE, Marsh KN (1997) FTIR method for VLE measurements of acid\u2013gas\u2013alkanolamine systems. AIChE J 43(12):3223\u20133231","journal-title":"AIChE J"},{"issue":"3","key":"2213_CR65","doi-asserted-by":"crossref","first-page":"783","DOI":"10.5012\/bkcs.2013.34.3.783","volume":"34","author":"YE Kim","year":"2013","unstructured":"Kim YE, Lim JA, Jeong SK, Yoon YI, Bae ST, Nam SC (2013) Comparison of carbon dioxide absorption in aqueous MEA, DEA, TEA, and AMP Solutions. Bull Korean Chem Soc 34(3):783\u2013787","journal-title":"Bull Korean Chem Soc"},{"issue":"12","key":"2213_CR66","doi-asserted-by":"crossref","first-page":"2461","DOI":"10.1021\/ie00072a013","volume":"26","author":"A Chakma","year":"1987","unstructured":"Chakma A, Meisen A (1987) Solubility of carbon dioxide in aqueous methyldiethanolamine and N, N-bis (hydroxyethyl) piperazine solutions. Ind Eng Chem Res 26(12):2461\u20132466","journal-title":"Ind Eng Chem Res"},{"issue":"6","key":"2213_CR67","doi-asserted-by":"crossref","first-page":"1357","DOI":"10.1002\/cjce.5450690618","volume":"69","author":"RJ Macgregor","year":"1991","unstructured":"Macgregor RJ, Mather AE (1991) Equilibrium solubility of H2S and CO2 and their mixtures in a mixed solvent. Can J Chem Eng 69(6):1357\u20131366","journal-title":"Can J Chem Eng"},{"issue":"2","key":"2213_CR68","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1002\/cjce.5450710213","volume":"71","author":"FY Jou","year":"1993","unstructured":"Jou FY, Carroll JJ, Mather AE, Otto FD (1993) The solubility of carbon dioxide and hydrogen sulfide in a 35 wt% aqueous solution of methyldiethanolamine. Can J Chem Eng 71(2):264\u2013268","journal-title":"Can J Chem Eng"},{"issue":"1","key":"2213_CR69","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/S0378-3812(97)00182-9","volume":"140","author":"C Mathonat","year":"1997","unstructured":"Mathonat C, Majer V, Mather A, Grolier J-P (1997) Enthalpies of absorption and solubility of CO2 in aqueous solutions of methyldiethanolamine. Fluid Phase Equilib 140(1):171\u2013182","journal-title":"Fluid Phase Equilib"},{"issue":"8","key":"2213_CR70","doi-asserted-by":"crossref","first-page":"961","DOI":"10.1205\/026387698525603","volume":"76","author":"M Haji-Sulaiman","year":"1998","unstructured":"Haji-Sulaiman M, Aroua M, Benamor A (1998) Analysis of equilibrium data of CO2 in aqueous solutions of diethanolamine (DEA), methyldiethanolamine (MDEA) and their mixtures using the modified Kent Eisenberg model. Chem Eng Res Des 76(8):961\u2013968","journal-title":"Chem Eng Res Des"},{"issue":"4","key":"2213_CR71","doi-asserted-by":"crossref","first-page":"1473","DOI":"10.1021\/ie9506328","volume":"37","author":"G-W Xu","year":"1998","unstructured":"Xu G-W, Zhang C-F, Qin S-J, Gao W-H, Liu H-B (1998) Gas-liquid equilibrium in a CO2-MDEA-H2O system and the effect of piperazine on it. Ind Eng Chem Res 37(4):1473\u20131477","journal-title":"Ind Eng Chem Res"},{"issue":"8","key":"2213_CR72","doi-asserted-by":"crossref","first-page":"3133","DOI":"10.1021\/ie970925w","volume":"37","author":"D Silkenb\u00e4umer","year":"1998","unstructured":"Silkenb\u00e4umer D, Rumpf B, Lichtenthaler RN (1998) Solubility of carbon dioxide in aqueous solutions of 2-Amino-2-methyl-1-propanol and N-methyldiethanolamine and their mixtures in the temperature range from 313 to 353\u00a0K and pressures up to 2.7 MPa. Ind Eng Chem Res 37(8):3133\u20133141","journal-title":"Ind Eng Chem Res"},{"issue":"2","key":"2213_CR73","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/S0378-3812(00)00383-6","volume":"172","author":"B Lemoine","year":"2000","unstructured":"Lemoine B, Li Y-G, Cadours R, Bouallou C, Richon D (2000) Partial vapor pressure of CO2 and H2S over aqueous methyldiethanolamine solutions. Fluid Phase Equilib 172(2):261\u2013277","journal-title":"Fluid Phase Equilib"},{"issue":"1","key":"2213_CR74","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1021\/je000190t","volume":"46","author":"MK Park","year":"2001","unstructured":"Park MK, Sandall OC (2001) Solubility of carbon dioxide and nitrous oxide in 50 mass methyldiethanolamine. J Chem Eng Data 46(1):166\u2013168","journal-title":"J Chem Eng Data"},{"issue":"2","key":"2213_CR75","doi-asserted-by":"crossref","first-page":"696","DOI":"10.1021\/ie000441r","volume":"40","author":"\u00c1P-S Kamps","year":"2001","unstructured":"Kamps \u00c1P-S, Balaban A, J\u00f6decke M, Kuranov G, Smirnova NA, Maurer G (2001) Solubility of single gases carbon dioxide and hydrogen sulfide in aqueous solutions of N-methyldiethanolamine at temperatures from 313 to 393\u00a0K and pressures up to 7.6\u00a0MPa: new experimental data and model extension. Ind Eng Chem Res 40(2):696\u2013706","journal-title":"Ind Eng Chem Res"},{"issue":"17","key":"2213_CR76","doi-asserted-by":"crossref","first-page":"6081","DOI":"10.1021\/ie0604270","volume":"45","author":"V Ermatchkov","year":"2006","unstructured":"Ermatchkov V, P\u00e9rez-Salado Kamps \u00c1, Maurer G (2006) Solubility of carbon dioxide in aqueous solutions of N-methyldiethanolamine in the low gas loading region. Ind Eng Chem Res 45(17):6081\u20136091","journal-title":"Ind Eng Chem Res"},{"issue":"1","key":"2213_CR77","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/j.jct.2009.07.025","volume":"42","author":"P Derks","year":"2010","unstructured":"Derks P, Hogendoorn J, Versteeg G (2010) Experimental and theoretical study of the solubility of carbon dioxide in aqueous blends of piperazine and N-methyldiethanolamine. J Chem Thermodyn 42(1):151\u2013163","journal-title":"J Chem Thermodyn"},{"issue":"2","key":"2213_CR78","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/MASSP.1987.1165576","volume":"4","author":"RP Lippmann","year":"1987","unstructured":"Lippmann RP (1987) An introduction to computing with neural nets. ASSP Mag IEEE 4(2):4\u201322","journal-title":"ASSP Mag IEEE"},{"key":"2213_CR79","unstructured":"Rajesh R, Chattopadhyay S, Kundu M (2006) Prediction of equilibrium solubility of CO2 in aqueous alkanolamines through artificial neural network. Proceedings of CHEMECA\u201906, Auckland, New Zealand from 17\u201320 September 2006"},{"issue":"3","key":"2213_CR80","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1080\/00401706.1971.10488811","volume":"13","author":"DM Allen","year":"1971","unstructured":"Allen DM (1971) Mean square error of prediction as a criterion for selecting variables. Technometrics 13(3):469\u2013475","journal-title":"Technometrics"},{"key":"2213_CR81","volume-title":"Statistics with confidence: confidence intervals and statistical guidelines","author":"D Altman","year":"2013","unstructured":"Altman D, Machin D, Bryant T, Gardner M (2013) Statistics with confidence: confidence intervals and statistical guidelines. Wiley, New York"},{"issue":"1","key":"2213_CR82","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/S0098-1354(01)00734-7","volume":"26","author":"K Hoo","year":"2002","unstructured":"Hoo K, Tvarlapati K, Piovoso M, Hajare R (2002) A method of robust multivariate outlier replacement. Comput Chem Eng 26(1):17\u201339","journal-title":"Comput Chem Eng"},{"key":"2213_CR83","doi-asserted-by":"crossref","DOI":"10.1201\/9781420035131","volume-title":"Robust statistical methods with R","author":"J Jureckova","year":"2005","unstructured":"Jureckova J, Picek J (2005) Robust statistical methods with R. CRC Press, Boca Raton"},{"issue":"8","key":"2213_CR84","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1016\/j.jprocont.2005.04.001","volume":"15","author":"D Wang","year":"2005","unstructured":"Wang D, Romagnoli J (2005) Robust multi-scale principal components analysis with applications to process monitoring. J Process Control 15(8):869\u2013882","journal-title":"J Process Control"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-016-2213-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2213-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2213-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2213-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,14]],"date-time":"2024-06-14T04:04:46Z","timestamp":1718337886000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-016-2213-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2,3]]},"references-count":84,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2017,9]]}},"alternative-id":["2213"],"URL":"https:\/\/doi.org\/10.1007\/s00521-016-2213-z","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,2,3]]}}}