Learn the best practices for creating a CAD model for chemical process engineering, such as software selection, standards compliance, layout planning, modeling, simulation, optimization, and ...

Learn about the latest features and capabilities of software such as Aspen Plus, COMSOL Multiphysics, ChemSep, gPROMS, and Simulink for chemical engineering modeling.

This process is then repeated recursively for all tasks. In the subsequent meta-testing phase, we select previously unseen chemical reactions and undertake physics-informed few-shot adaptations to ...

With the increase in the scale of modern industry, control systems for chemical processes have become increasingly complex and intelligent, with more stringent requirements for control performance.

Researchers developed a way to quickly calculate the transition state structure of a chemical reaction, using machine-learning models.

A group of TU Delft bachelor students has developed, as part of the students' minor in Computational Science and Engineering, a new model that accurately predicts the molecular properties of ...

For the sticky material of interest, inefficient yields were optimized using a model-aided approach to achieve acceptable yield and dryness that otherwise may not have been attainable. Spray drying is ...

In chemical processes there commonly exist highly nonlinear processes such as polymerization, PH process. Traditional multiple model control only establishes linearized submodels on finite steady ...

Settings In the code of Chemical Process Model, there are options to change parameters at the very beginning. The following parameters can be modified to adjust the training process.

In practical chemical production processes, nonlinear dynamic multirate data is widespread and challenging to model. This paper innovatively proposes a temporal–spatial pyramid variational autoencoder ...

For complex chemical processes with multiple operating conditions and inherent system uncertainty, conventional multivariate process monitoring techniques such as principal component analysis (PCA) ...

However, well-directed kinetic modeling can be a game-changing activity in helping to accelerate chemical development, achieve right first-time scale-up, successfully transfer technology, and ...