The new Neural Network Unit Operation for DWSIM Simulator can use field/lab data to train and evaluate a Multi-Output Regression Artificial Neural Network to be used as a Unit Operation in your process model.
Download and Install: http://dwsim.inforside.com.br/wiki/index.php?title=Neural_Network_Unit_Operation
Download ANN HX training data set: https://drive.google.com/file/d/1PnKLMwwlTuclnFucDCIDnlQF9b5Tnt3m/view?usp=sharing
Download ANN HX simulation file: https://drive.google.com/file/d/1xcQoFRjynXOSeyJIS2KNSU1Jk8cBSuGr/view?usp=sharing
Support Forums: https://sourceforge.net/p/dwsim/discussion/