MATEC Web Conf.
Volume 328, 2020XXII. International Scientific Conference – The Application of Experimental and Numerical Methods in Fluid Mechanics and Energy 2020 (AEaNMiFMaE-2020)
|Number of page(s)||13|
|Section||Special Experimental Methods in Fluid Mechanics and Energy|
|Published online||18 November 2020|
Fitting & Extrapolation of Turbine Performance Maps of Automotive Turbochargers
1 Brno University of Technology, Institute of Automotive Engineering, Technická 2, 61669 Brno, Czech Republic
2 Garrett Motion Czech Republic s.r.o., Tuřanka 100, 62700 Brno, Czech Republic
* Corresponding author: email@example.com
The study presents a detailed analysis of a contemporary method for fitting and extrapolation of turbine performance maps of automotive turbochargers. The complete algorithm is implemented in a MATLABTM based application with graphical user interface, the ultimate goal of which is to facilitate turbocharger performance data postprocessing. Guidelines are given on how to generate extrapolated maps from a fitted model considering the output data resolution. As a key validity criterion, fit quality of a sample measured turbine map is assessed using statistical and analytical methods. The report is concluded by a discussion of possible ways to improve the robustness of the algorithm with respect to input data of different origin and quality.
© The Authors, published by EDP Sciences, 2020
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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