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Chemical Engineering Research and Design by traviski is a document available to read on EtoBox.
What is Chemical Engineering Research and Design about?
This document discusses the design and optimization of shell-and-tube heat exchangers using artificial neural networks (ANNs) and hybrid ANN (H-ANN) models. It compares three methodologies: a rigorous Bell–Delaware model, a fully surrogate-based model, and a hybrid model that integrates ANN with a rigorous framework. The findings indicate that while the rigorous model achieves the lowest total annual cost, the hybrid model offers a balance between optimality and computational efficiency.
- Author
- traviski
- Language
- EN