Neural network-based correlation and statistical identification of data outliers in H2S-alkanolamine-H2O and CO2-alkanolamine-H2O datasets

• Main Authors: Imai, B., Nasir, Q., Maulud, A.S., Nawaz, M., Nasir, R., Suleman, H.
• Format: Article
• Published: Springer Science and Business Media Deutschland GmbH 2022
• Online Access: http://scholars.utp.edu.my/id/eprint/33932/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85139545410&doi=10.1007%2fs00521-022-07904-z&partnerID=40&md5=97469bda6b87592a38118dbb42645fc5

Throughout the published literature for phase equilibrium data of CO2-alkanolamine-H2O and H2S-alkanolamine-H2O systems, it is common to find some discrepant data, called data outliers. The presence of these erroneous values induces inaccuracies and prediction errors in the models and simulation stu...