An intelligent SVM modeling process for crude oil properties prediction based on a hybrid GA-PSO method

K Bi, T Qiu - Chinese Journal of Chemical Engineering, 2019 - Elsevier
Abstract Properties prediction of crude oil remains an essential issue for refineries. In this
communication, an exhaustive and extendable support vector machine (SVM) intelligent …

Novel naphtha molecular reconstruction process using a self-adaptive cloud model and hybrid genetic algorithm–particle swarm optimization algorithm

K Bi, T Qiu - Industrial & Engineering Chemistry Research, 2019 - ACS Publications
Naphtha is an important product of crude oil and has widespread industrial applications.
Additionally, the composition of naphtha is influenced by the procurement and operations of …

Molecular Reconstruction of Crude Oil: Novel Structure-Oriented Homologous Series Lumping with a Cloud Model

C Zhang, K Bi, T Qiu - Industrial & Engineering Chemistry …, 2022 - ACS Publications
It is crucial to provide the detailed composition of crude oil for molecular management in
refineries. Molecular reconstruction methods have been widely investigated for converting …

Molecular reconstruction of naphtha via limited bulk properties: methods and comparisons

Y Ren, Z Liao, J Sun, B Jiang, J Wang… - Industrial & …, 2019 - ACS Publications
Naphtha is an important feedstock in producing both fuels and chemicals. To optimize the
product distribution of the naphtha conversion processes, it is necessary to obtain the …

[PDF][PDF] EQUILÍBRIO DE FASES DE MISTURAS COMPLEXAS RECONSTRUÍDAS MOLECULARMENTE UTILIZANDO A EQUAÇÃO DE ESTADO SAFT-γ MIE

DT Fernandes - 2023 - w1files.solucaoatrio.net.br
1.1 Motivação Este trabalho propõe a união da técnica de reconstrução molecular e a
equação de estado SAFT-γ Mie para modelagem do equilíbrio de fases de misturas …