Research on a Neural Network Model Based Automatic Shift Schedule with Dynamic 3-Parameters

2005-01-1597

04/11/2005

Event
SAE 2005 World Congress & Exhibition
Authors Abstract
Content
To reach the goal of optimal performance match between engine and transmission, the dynamic characteristics of engine should be taken into consideration. In the paper, the dynamic torque and fuel consumption models of engine, described by a multi-layers feed forward neural network, were established. Based on that, the methods used to calculate the optimal dynamic and economical shift schedules with dynamic 3-parameters were put forward. The shift schedule with dynamic 3-parameters based on neural network model is proven to be superior to the shift schedule with only 2-parameters in both dynamic performance and fuel economy by the test.
Meta TagsDetails
DOI
https://doi.org/10.4271/2005-01-1597
Pages
8
Citation
Tan, J., Yin, X., Lei, Y., and Ge, A., "Research on a Neural Network Model Based Automatic Shift Schedule with Dynamic 3-Parameters," SAE Technical Paper 2005-01-1597, 2005, https://doi.org/10.4271/2005-01-1597.
Additional Details
Publisher
Published
Apr 11, 2005
Product Code
2005-01-1597
Content Type
Technical Paper
Language
English