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Abstract: Batch distillation is a popular method used in the fractionation of essential oils. The feasibility of separation to achieve a target purity in the product from a given feed composition ...

Accurate simulation is critical to optimizing batch distillation performance, reducing risk, and supporting data-driven operational decisions. This technical ebook provides a structured methodology ...

Abstract: An iteration learning control (ILC) method was employed for a nonlinear distillation process control system, which is one of the most useful processes in chemistry. This paper studied the ...

Focused on enhancing model performance, this section includes tutorials on profiling, hyperparameter tuning, quantization, and other techniques to optimize PyTorch models for better efficiency and ...

This paper provides a feasibility study of azeotropic mixture separation based on a topological analysis combining thermodynamic knowledge of residue curve maps, univolatility and unidistribution ...

The ethanol-water separation is very important because ethanol is widely applied in the chemical industry and its use as a fuel can reduce the pollution emitted to the air. However, anhydrous ethanol ...

Software package for (N-1-1) LASCOPF (Look-Ahead Security Constrained Optimal Power Flow) with post-contingency restoration in terms of thermal line limits. Also includes Distributed Deep ...