Abstract:
This paper describes the hybrid solution, based on artificial neural networks (ANNs), and the production rule adopted in the realization of an instrument fault detection,...Show MoreMetadata
Abstract:
This paper describes the hybrid solution, based on artificial neural networks (ANNs), and the production rule adopted in the realization of an instrument fault detection, isolation, and accommodation scheme for automotive applications. Details on ANN architectures and training are given together with diagnostic and dynamic performance of the scheme.
Published in: IEEE Transactions on Instrumentation and Measurement ( Volume: 52, Issue: 4, August 2003)
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Internal Combustion Engine ,
- Fault Isolation ,
- Sensor Faults ,
- Artificial Neural Network ,
- Diagnostic Performance ,
- Hidden Layer ,
- Pressure Sensor ,
- Short-circuit ,
- Time Instants ,
- Open Circuit ,
- Mass Flow Rate ,
- Diagnostic Capabilities ,
- Sensor Output ,
- Arbitrary Waveform Generator ,
- Promptness ,
- Online Implementation ,
- Data Acquisition Board ,
- Automotive Systems ,
- Speed Sensor ,
- Artificial Neural Network Structure ,
- Air Mass Flow Rate ,
- Faulty Conditions ,
- Discharge Coefficient ,
- Spark Ignition ,
- Residual Generator ,
- Measurement System ,
- Engine Performance ,
- Analysis Of The Relationship ,
- Expert System ,
- Sigmoid Transfer Function
Contents Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Internal Combustion Engine ,
- Fault Isolation ,
- Sensor Faults ,
- Artificial Neural Network ,
- Diagnostic Performance ,
- Hidden Layer ,
- Pressure Sensor ,
- Short-circuit ,
- Time Instants ,
- Open Circuit ,
- Mass Flow Rate ,
- Diagnostic Capabilities ,
- Sensor Output ,
- Arbitrary Waveform Generator ,
- Promptness ,
- Online Implementation ,
- Data Acquisition Board ,
- Automotive Systems ,
- Speed Sensor ,
- Artificial Neural Network Structure ,
- Air Mass Flow Rate ,
- Faulty Conditions ,
- Discharge Coefficient ,
- Spark Ignition ,
- Residual Generator ,
- Measurement System ,
- Engine Performance ,
- Analysis Of The Relationship ,
- Expert System ,
- Sigmoid Transfer Function
