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This work presents an investigation of the diesel engine combustion related fault detection capability of crankshaft torsional vibration.
Field applications show that the proposed method significantly improves the PPU fault detection capability on fault detection sensitive and accuracy.
To overcome this requirement and utilize the fault detection capability of ICA and PCA, we propose to use wavelet transform to pre-process the data collected from a single sensor and then use the coefficients of the wavelet transforms at different scales as input to ICA and PCA.
Novelties of our approach are: (1) evaluation of the fault detection capability (in terms of revealing faults in the SUC) of test sets generated based on the mutated models, and (2) superseding of the great variety of existing mutation operators by iterations and combinations of the two proposed elementary operators.
As more resources are becoming available, additional bug kinds or mutation operators can be included to improve the fault detection capability of the desired strategy.
The fault detection capability, satisfaction of breaker constraints, and mal-operation of proposed protection schemes are evaluated for different faults on the test HVDC grid.
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Accuracy and real-time fault detection capabilities of the proposed fault diagnosis scheme are illustrated through simulation studies.
It is highly recommended that future mechatronic systems will increasingly require self diagnosis and fault detection capabilities when designed as stand alone system the smart aircraft actuator.
The main theoretical contribution is a new threshold function that enhances the fault detection capabilities in the face of substantial model uncertainty.
This framework is very useful in the analysis and design of control systems and can also be used in the analysis and design of supervisory systems (which must include fault detection capabilities).
This technique is named similarity testing and assumes the hypothesis that resembling test cases tend to have similar fault detection capabilities.
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