Table 12 Real-time diagnostic performance test.
From: Fault diagnosis using ISMA to optimize SVM parameters for aircraft engine damage repair
Diagnostic scenarios | Constant speed operation | Variable speed operation | Launch phase | |
|---|---|---|---|---|
The proposed method in this study | Data transmission delay (ms) | 15.2 ± 1.3 | 18.5 ± 1.5 | 22.3 ± 1.8 |
Model reasoning time (ms) | 28.6 ± 2.1 | 35.8 ± 2.4 | 42.5 ± 2.8 | |
Total diagnostic delay (ms) | 43.8 ± 3.2 | 54.3 ± 3.7 | 64.8 ± 4.2 | |
Real-time compliance rate (%) | 100 | 100 | 98.5 | |
Traditional method | Reasoning time (ms) | 25.5 ± 1.8 | 24.1 ± 2.0 | 29.2 ± 2.3 |
Time increase for reasoning (%) | 12.3% | 48.6% | 45.5% | |
