Efficient Surrogate-Based Optimization of Prefractionation Column Using Self-Adaptive Kriging Model with Modified Firefly Algorithm

The optimization of distillation columns is critically important due to their substantial contribution to operational costs in the petrochemical industry. This paper introduces a computationally efficient surrogate-based optimization framework designed explicitly for prefractionation columns. To add...

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Vydáno v:	Applied sciences Ročník 15; číslo 22; s. 11962
Hlavní autoři:	Huang, Yifan, Jin, Qibing, Wang, Bin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 01.11.2025
Témata:	Accuracy Algorithms Case studies Datasets distillation column Energy consumption Mathematical programming modified firefly algorithm Optimization algorithms Petroleum chemicals Process engineering self-adaptive Kriging model Simulation surrogate-based optimization Vacuum distillation
ISSN:	2076-3417, 2076-3417
On-line přístup:	Získat plný text
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