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Research on performance prediction of modeling designed centrifugal compressor based on similarity and scaling laws informed neural networks

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Volume 240, Issue 7, Page 4488-4503, June 2026.
Centrifugal compressors are widely applied in both aero-engines and internal combustion engine turbochargers. Large-scale scaling design (similarity scaling) has effectively addressed the challenges of long design cycles and high design costs associated ...