Thermal Stress

Thermoelastic Response of a Complex Engine Component

Adjust the hot-end temperature to predict temperature and displacement on the registered engine component body; stress is not an output.

Published scope

The inputs, geometry and outputs below follow the registered public case. Published verification applies only to the stated conditions. Service availability requires a live request.

Thermoelastic Direct Parametric MLP

Heating produces temperature gradients and thermal expansion, while constraints generate thermal stress and deformation.

The case predicts temperature, displacement and thermal-stress results for the CBRAS structure, demonstrating a thermal-structural response.

Geometry
Complex engine STEP assembly / owner body Body.20
Geometry scope
registered_owner_body_only

Adjustable inputs

InputRangeDefault
Hot-end temperature323.15 – 373.15 K373.15

Output fields

Registered verification

registered_status
passed
summary
The registered 373.15 K Abaqus same-point comparison covers temperature and displacement on Body.20; stress is not an output.
holdout_parameters
hot_end_temperature: 373.15
holdout_metrics
Temperature RMSE: 1.886419122750544; Temperature Relative L2: 0.005083785638566246; Temperature Correlation: 0.8677536476971129; Displacement RMSE: 0.0013262109067078988; Displacement Relative L2: 0.019032609812359973; Displacement Correlation: 0.999838610287748

Recorded workflow evidence

Project opening
PASS
Save and reopen
PASS
Training
NOT_RUN
Prediction
NOT_RUN
Independent accuracy
NOT_RUN
Portable validation
NOT_RUN

These are recorded checks; they do not establish live service availability or accuracy for every new request.

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