5 papers
Chapter 8 Multi-Criteria Decision-Making: Aggregation-Type Methods
Zhiyuan Wang, Gade Pandu Rangaiah
This chapter describes selected aggregation-type multi-criteria decision-making (MCDM) methods that convert an alternatives-criteria matrix (ACM) into a single performance score pe…
Chapter 7 Multi-Criteria Decision-Making: Reference-Type Methods
Zhiyuan Wang, Gade Pandu Rangaiah
This chapter describes selected reference-type multi-criteria decision-making (MCDM) methods that rank alternatives by comparing them with one or more reference solutions derived f…
Machine Learning-Assisted Surrogate Modeling with Multi-Objective Optimization and Decision-Making of a Steam Methane Reforming Reactor
Seyed Reza Nabavi, Zonglin Guo, Zhiyuan Wang
This study presents an integrated modeling and optimization framework for a steam methane reforming (SMR) reactor, combining a mathematical model, artificial neural network (ANN)-b…
Discrete Element Parameter Calibration of Livestock Salt Based on Particle Scaling
Lulu Nie, Baoqin Wen, Jingbin Li +5
In order to obtain accurate contact parameters for the discrete element simulation of salt particles used in animal husbandry, the principle of particle contact scaling and dimensi…
Deep Learning Aided Multi-Objective Optimization and Multi-Criteria Decision Making in Thermal Cracking Process for Olefines Production
Seyed Reza Nabavi, Mohammad Javad Jafari, Zhiyuan Wang
Background: Multilayer perceptron (MLP) aided multi-objective particle swarm optimization algorithm (MOPSO) is employed in the present article to optimize the liquefied petroleum g…