Knowledge expression, numerical modeling and optimization application of ethylene thermal cracking: From the perspective of intelligent manufacturing
Applications of process systems engineering (PSE) in plants and enterprises are boosting
industrial reform from automation to digitization and intelligence. For ethylene thermal …
industrial reform from automation to digitization and intelligence. For ethylene thermal …
Recent progress toward molecular-level kinetic model for complex hydrocarbon conversion processes
Z Chen, X Zhao, J Wu, C Xu, L Zhang - Chemical Engineering Journal, 2024 - Elsevier
The simulation and optimization of complex molecular conversion systems are one of the
primary challenges in the chemical reaction engineering field. Petroleum refining is a …
primary challenges in the chemical reaction engineering field. Petroleum refining is a …
Integrated modeling of transfer learning and intelligent heuristic optimization for a steam cracking process
The construction and expansion of steam cracking plants and feedstock diversification have
resulted in a significant demand for the numerical simulation and optimization of models to …
resulted in a significant demand for the numerical simulation and optimization of models to …
Dual‐objective optimization for petroleum molecular reconstruction based on property and composition similarities
D Guan, G Cai, L Zhang - AIChE Journal, 2023 - Wiley Online Library
Petroleum molecular reconstruction method can be used to calculate molecular composition
from limited analytical data, which is the basis of the molecular‐level process modeling of …
from limited analytical data, which is the basis of the molecular‐level process modeling of …
An innovative graph neural network model for detailed effluent prediction in steam cracking
Both currently and in the foreseeable future, steam cracking is the major process producing
ethylene and other olefin products, which are the most fundamental chemicals of various in …
ethylene and other olefin products, which are the most fundamental chemicals of various in …
Molecular Reconstruction of Crude Oil: Novel Structure-Oriented Homologous Series Lumping with a Cloud Model
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 …
refineries. Molecular reconstruction methods have been widely investigated for converting …
Measurement of Particle Concentration by Multifrequency Ultrasound Attenuation in Liquid–Solid Dispersion
H Yu, C Tan, F Dong - IEEE Transactions on Ultrasonics …, 2020 - ieeexplore.ieee.org
In mineral transportations, it is essential to measure the gas hydrate particle concentration to
manage the risk of flowline blockage. Traditional single-frequency ultrasonic methods …
manage the risk of flowline blockage. Traditional single-frequency ultrasonic methods …
Molecular reconstruction of hydrocarbons and sulfur-containing compounds in atmospheric and vacuum gas oils
A Bojkovic, T Dijkmans, H Dao Thi, M Djokic… - Energy & …, 2021 - ACS Publications
The inherent complexity of petroleum fractions makes molecular reconstruction an essential
element to make use of advanced kinetic models in the petrochemical industry, in particular …
element to make use of advanced kinetic models in the petrochemical industry, in particular …
Initial guess estimation and fast solving of petroleum complex molecular reconstruction model
D Guan, L Zhang - AIChE Journal, 2022 - Wiley Online Library
We proposed a fast method to solve the petroleum molecular reconstruction problem via
initial guess estimation coupled with local optimization algorithm. A virtual oil database was …
initial guess estimation coupled with local optimization algorithm. A virtual oil database was …
[HTML][HTML] The Molecular Modeling, Simulation, and Design of Base Oils and Additives in Lubricating Oils: A Review
K Zhou, X Che, C Wei, Z Tang, H Yu, D Wang, J Wang… - Processes, 2024 - mdpi.com
Lubricating oils play a crucial role in modern industrial production, mechanical
manufacturing, aerospace, and other fields. This paper provides a review and summary of …
manufacturing, aerospace, and other fields. This paper provides a review and summary of …