Dimensionality Reduction Inverse Modeling Algorithm for Complex Pipeline of Aero-Engine

In order to solve the problems of non-uniform description tedious modeling method of aero-engine pipeline, the research on dimensionality reduction inverse modeling algorithm for complex pipeline of aero-engine is carried out. First of all, the shape of any pipeline can be reduced from 3D space to 2D plane or even 1D straight segment by chamfering, local torsion, piecewise rotation and other operations, thus a dimensionality reduction inverse modeling algorithm is proposed. Secondly, using the GUI plug-in program Really Simple GUI Dialog Builder (RSG Dialog Builder) provided by ABAQUS software, combined with the pipeline shape description method, a low-code pipeline modeling plug-in is developed, whose core code is the recording code of GUI operation mode and embedded dimensionality reduction inverse modeling algorithm. Finally, the user interface is laid out, combined with the physical object in the plug-in environment to verify the correctness of the research method.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/isrimt63979.2024.10875230
Primary Topic
Engineering Applied Research
Type
article
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article

Dimensionality Reduction Inverse Modeling Algorithm for Complex Pipeline of Aero-Engine

Jingkai Feng, Zhifang Zhao, Zhijun Liu, Nan Chen et al.
Engineering Applied Research
article

Dimensionality Reduction Inverse Modeling Algorithm for Complex Pipeline of Aero-Engine

Jingkai Feng, Zhifang Zhao, Zhijun Liu, Nan Chen, Ziguang Yan, Na Liu
article en

Abstract

In order to solve the problems of non-uniform description tedious modeling method of aero-engine pipeline, the research on dimensionality reduction inverse modeling algorithm for complex pipeline of aero-engine is carried out. First of all, the shape of any pipeline can be reduced from 3D space to 2D plane or even 1D straight segment by chamfering, local torsion, piecewise rotation and other operations, thus a dimensionality reduction inverse modeling algorithm is proposed. Secondly, using the GUI plug-in program Really Simple GUI Dialog Builder (RSG Dialog Builder) provided by ABAQUS software, combined with the pipeline shape description method, a low-code pipeline modeling plug-in is developed, whose core code is the recording code of GUI operation mode and embedded dimensionality reduction inverse modeling algorithm. Finally, the user interface is laid out, combined with the physical object in the plug-in environment to verify the correctness of the research method.

Beijing Polytechnic (CN), State Key Laboratory of Remote Sensing Science (CN)
Affordable and clean energy
Openalex Percentile: Top 69%
Engineering Applied Research
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Dimensionality Reduction Inverse Modeling Algorithm for Complex Pipeline of Aero-Engine — Jingkai Feng, Zhifang Zhao, et al. · (2024) | TGRS Research Map | TGRS