Application of machine learning methods for process safety assessments
Tarek Bengherbia,
Faisal A. Syed,
Jenny Chew
et al.
Abstract:The accurate prediction of gas dispersion and the potential consequences of gas explosions hold a pivotal role in the assessment of explosion design loads for oil and gas processing facilities. This often involves the use of computational fluid dynamics (CFD) simulations, a widely adopted practice in the field. The extent of CFD simulations required depends on the specific characteristics and size of the facility. In many cases, a substantial number of simulations, often in the thousands, are needed to compreh… Show more
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