Prediction of two-phase flow distribution in microchannel heat exchangers using artificial neural network

N Giannetti, MA Redo, J Jeong, S Yamaguchi… - International Journal of …, 2020 - Elsevier
Due to the intrinsic complexity of two-phase flow distribution and the limited mathematical
flexibility of conventional formulations of the phenomenon, previous attempts generally fall …

Optimization of single mixed-refrigerant natural gas liquefaction processes described by nondifferentiable models

HAJ Watson, M Vikse, T Gundersen, PI Barton - Energy, 2018 - Elsevier
A new strategy for the optimization of natural gas liquefaction processes is presented, in
which flowsheets formulated using nondifferentiable process models are efficiently and …

A superstructure‐based model for multistream heat exchanger design within flow sheet optimization

H Nagesh Rao, IA Karimi - AIChE Journal, 2017 - Wiley Online Library
Multistream heat exchangers (MHEXs) are often used in energy‐intensive cryogenic
processes. Modeling them within a process optimization formulation has been a challenge …

Operational optimization of processes with multistream heat exchangers using data-driven predictive modeling

HN Rao, SK Nair, IA Karimi - Industrial & Engineering Chemistry …, 2019 - ACS Publications
Multistream heat exchangers (MHEXs) facilitate simultaneous heat exchange between
multiple streams and are mainly used in energy-intensive cryogenic processes. Reducing …

Robust simulation and optimization methods for natural gas liquefaction processes

HAJ Watson - 2018 - dspace.mit.edu
Natural gas is one of the world's leading sources of fuel in terms of both global production
and consumption. The abundance of reserves that may be developed at relatively low cost …

[PDF][PDF] An improved Levenberg–Marquardt method for nonsmooth equations with application to multi-stream heat exchangers

M El Moudden, S Benjelloun, A Chkifa… - Mathematical modeling …, 2022 - science.lpnu.ua
Systems of nonsmooth equations are very useful in the study of nonlinear complementarity
problems, variational inequality problems, bilevel programming problems, and arise in the …

Improving the energy management of a building complex through utility system modelling

M Touš, V Máša, M Pavlas, V Avramov - Computer Aided Chemical …, 2014 - Elsevier
Abstract According to Escrivá-Escrivá (2011), utility systems are often managed by non-
specialised technicians who need understandable and cost-effective actions to be …

Equation-oriented Modeling of Multi-stream Heat Exchanger in Air Separation Units

L Jiang, K Zhou, L Zhu - Computer Aided Chemical Engineering, 2015 - Elsevier
Multi-stream heat exchanger (MHEX) is an important equipment to recover cold energy in air
separation units (ASU). Multiple streams are designed to exchange heat simultaneously in …

[PDF][PDF] Predição da Incrustação em um Trocador de Calor Baseada em Redes Neurais Artificiais

VLCM da Silva, JD de Melo, ADD Neto, MML Duarte - sbic.org.br
A tendência à formação de incrustação é um problema comum que afeta unidades de refino
de petróleo. Materiais que estão naturalmente presentes no petróleo ou produtos químicos …

Modeling Multistream Heat Exchangers (MHEXs) Using Operational Data

HN Rao, IA Karimi - Computer Aided Chemical Engineering, 2018 - Elsevier
Multi stream heat exchangers (MHEXs) allow simultaneous heat exchange among multiple
streams. These exchangers are usually used in energy-intensive applications such as …