Multi-objective aero-thermal coupled optimization and decoupling analyses of turbine squealer tip configuration and cooling layout

To enhance the aerothermal performance of squealer tips, a high-dimensional automatic optimization framework with efficient evolutionary algorithms was implemented, which simultaneously addressed the rim and cooling layout. The approach involved a novel methodology for parameterizing the pressure and suction side tip rim, as well as introducing oval holes with compound inclination angles. The decoupled analysis of the optimized configurations demonstrates that the inwardly inclined pressure-side shoulder with an acute edge concurrently reduces the cavity bottom thermal load and leakage flow. The outwardly inclined suction-side shoulder further develops the scraping vortex scale and achieves a 12.37% reduction in leakage flow. The loss associated with the passage vortex is also attenuated; however, the variation of the leakage vortex results in an increase in leakage loss and heat exchange. The optimal cooling layout features condensed front cavity hole spacing with positive axial inclination for improved bottom cooling, while negative inclination on the rear cavity enhances film coverage at the expense of intensified jet vortex. The cooling layout optimization yields 58.44% and 4.78% enhancements in adiabatic and conjugate cooling effectiveness respectively, while maintaining baseline aerodynamic performance. Furthermore, the coupled optimization of the rim and cooling layout demonstrates an enhanced aerodynamic efficiency of 0.48%.

Authors

Institutions

Publication Details

Journal
Chinese Journal of Aeronautics
Published
2025-11-01
DOI
https://doi.org/10.1016/j.cja.2025.103949
Primary Topic
Turbomachinery Performance and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-objective aero-thermal coupled optimization and decoupling analyses of turbine squealer tip configuration and cooling layout

Jiajie Guo, Shaohua Yuan, Jun Li, Zhi Tao et al.
Chinese Journal of Aeronautics
Turbomachinery Performance and Optimization
article

Multi-objective aero-thermal coupled optimization and decoupling analyses of turbine squealer tip configuration and cooling layout

Jiajie Guo, Shaohua Yuan, Jun Li, Zhi Tao, Liming Song, Jiuyu Jin
article en

Abstract

To enhance the aerothermal performance of squealer tips, a high-dimensional automatic optimization framework with efficient evolutionary algorithms was implemented, which simultaneously addressed the rim and cooling layout. The approach involved a novel methodology for parameterizing the pressure and suction side tip rim, as well as introducing oval holes with compound inclination angles. The decoupled analysis of the optimized configurations demonstrates that the inwardly inclined pressure-side shoulder with an acute edge concurrently reduces the cavity bottom thermal load and leakage flow. The outwardly inclined suction-side shoulder further develops the scraping vortex scale and achieves a 12.37% reduction in leakage flow. The loss associated with the passage vortex is also attenuated; however, the variation of the leakage vortex results in an increase in leakage loss and heat exchange. The optimal cooling layout features condensed front cavity hole spacing with positive axial inclination for improved bottom cooling, while negative inclination on the rear cavity enhances film coverage at the expense of intensified jet vortex. The cooling layout optimization yields 58.44% and 4.78% enhancements in adiabatic and conjugate cooling effectiveness respectively, while maintaining baseline aerodynamic performance. Furthermore, the coupled optimization of the rim and cooling layout demonstrates an enhanced aerodynamic efficiency of 0.48%.

Chinese Journal of Aeronautics
Xi'an Jiaotong University (CN)
Openalex Percentile: Top 53%
Turbomachinery Performance and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Multi-objective aero-thermal coupled optimization and decoupling analyses of turbine squealer tip configuration and cooling layout — Jiajie Guo, Shaohua Yuan, et al. · Chinese Journal of Aeronautics (2025) | TGRS Research Map | TGRS