IEEE

Application of Support Vector Machine Model in Monte Carlo Simulation of Aircraft Engines

Abstract: A support vector machine surrogate model was developed to address the time-consuming issue of Monte Carlo simulation of aircraft engine components, and a Monte Carlo simulation method based ...
IEEE

Aero-Engine On-Board Model Based on Batch Normalize Deep Neural Network

Abstract: A new on-board turbo-fan engine modeling method based on a batch normalize (BN) mini-batch gradient descent (MGD) deep neural network (NN) is proposed. This new method adopts BN algorithm, ...