Research Article
[Retracted] Fault Diagnosis of Automobile Engine Based on Improved BP Neutral Network
Table 3
Simulation results of partial training data based on the traditional BP neural network.
| The target output | Actual output based on the traditional BP neural network | Diagnostic number | Diagnostic results |
| 00001 | 0.0025 | -0.0085 | 0.0043 | 0.0133 | 1.0006 | 1 | True | 00010 | 0.0019 | -0.0044 | 0.0053 | 0.9987 | 0.0032 | 2 | True | 00011 | 0.0074 | -0.0013 | 0.0075 | 0.9976 | 1.0074 | 3 | True | 00100 | -0.0054 | 0.0038 | 0.9974 | 0.0031 | 0.0129 | 4 | True | 00101 | 0.0024 | 0.0023 | 0.9968 | 0.0052 | 0.9996 | 5 | True | 00110 | -0.0031 | 0.7386 | 0.2512 | 0.2544 | 0.5055 | 9 | False | 00111 | -0.0065 | 0.0088 | 0.9979 | 0.9972 | 0.9955 | 7 | True | 01000 | -0.0031 | 0.7386 | 0.2512 | 0.2545 | 0.5055 | 9 | False | 01001 | -0.0031 | 0.7386 | 0.2512 | 0.2545 | 0.5055 | 9 | True | 01010 | -0.0005 | 0.9961 | 0.0008 | 0.9972 | 0.0007 | 10 | True | 01011 | -0.0163 | 0.9827 | -0.0031 | 1.0156 | 1.0012 | 11 | True | 01100 | 0.0074 | 0.9995 | 1.0043 | 0.0125 | -0.0019 | 12 | True | 01101 | 0.4946 | 0.4968 | 0.4988 | 0.0110 | 0.4988 | 0 | False | 01110 | 0.0047 | 0.9971 | 1.0012 | 0.9977 | 0.0002 | 14 | True | 01111 | -0.0006 | 0.9968 | 1.0001 | 1.0055 | 1.0067 | 15 | True | 10000 | 0.4946 | 0.4968 | 0.4988 | 0.0111 | 0.4988 | 0 | False |
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