Development of a Predictive Tool for the Parametric Analysis of a Turbofan Engine
Zara Ahmed,
Muhammad Umer Sohail,
Asma Javed
et al.
Abstract:Parametric cycle analysis, an on-design engine study, specifies the required design characteristics that optimize engine performance. This study aimed to conduct a parametric analysis of a low-bypass turbofan engine with an afterburner, F100-PW229, and develop a technique for estimating its performance based on data using machine learning and deep learning. Commercially available gas turbine simulation software, GasTurb 14, was used to create a dataset of engine performance response variables and input design … Show more
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