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Chapter and Conference Paper
Aeroengine Turbine Exhaust Gas Temperature Prediction Using Support Vector Machines
The turbine exhaust gas temperature (EGT) is an important parameter of the aeroengine and it represents the thermal health condition of the aeroengine. By predicting the EGT, the performance deterioration of t...
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Chapter and Conference Paper
Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring
Parallel process neural network (PPNN) is a novel spatio-temporal artificial neural network. The approximation capability analysis is very important for the PPNN to enhance its adaptability to time series pred...
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Chapter and Conference Paper
Parallel Feedforward Process Neural Network with Time-Varying Input and Output Functions
In reality, the inputs and outputs of many complicated systems are time-varied functions. However, conventional artificial neural networks are not suitable to solving such problems. In order to overcome this l...