MATHMOD 2022 Discussion Contributions

Uncertainty and sensitivity analysis of model outputs in process industries: A critical review and perspectives in the era of digitalization and artificial intelligence

ARGESIM Report 17 (ISBN 978-3-901608-95-7), p 3-4, DOI: 10.11128/arep.17.a17026

Abstract

In today’s chemical industries commercial software tools employing state-of-the-art models and advanced optimization and control algorithms are used at different stages of the project life cycle, from early stages performing scale-up and conceptual process design, front-end engineering design to retrofitting and optimization studies at the plant commissioning/operation stage.