The Research of Evaluation Method of ATM Shifting Quality Based on Neural Network

DOI

10.2991/emim-15.2015.275How to use a DOI?

Keywords

ATM shifting quality; Evaluation method; Neural network

Abstract

With the development of the modern automobile industry and the continuous improvement of overall performance of the vehicle, the contents of shifting quality grow increasingly richer. The research and solution of the improvement of shifting quality just from the perspective of ride comfort can not adapt to the requirements of improving the general proficiency of shifting quality comprehensively. The contents of shifting quality of modern significance include: ride comfort index such as shifting impact caused by the change of transmission ratio, speed fluctuation and vibration noise; the shifting fuel economy and emission index considering the energy and environmental issues; the lifespan index of components in the power transmission system affected by shifting peak load; shifting quality directly affects the vehicle's power, economy, ride comfort, safety, driving control and the lifespan of power transmission system. With more and more in-depth research of automatic transmission theory and people’s requirements of the shifting quality, the study on rational evaluation index for shifting quality and scientific evaluation method is of great significance, laying theoretical foundation for the construction of dynamic comprehensive evaluation system of the shifting quality and the research for improving the quality. The establishment of a model of objective evaluation method for shifting quality based on neural network is proposed. It can realize the carrier to achieve the objective evaluation and develop evaluation software.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wenming Cheng
PY  - 2015/04
DA  - 2015/04
TI  - The Research of Evaluation Method of ATM Shifting Quality Based on Neural Network
BT  - Proceedings of the 2015 International Conference on Education, Management, Information and Medicine
PB  - Atlantis Press
SP  - 1408
EP  - 1413
SN  - 2352-5428
UR  - https://doi.org/10.2991/emim-15.2015.275
DO  - 10.2991/emim-15.2015.275
ID  - Cheng2015/04
ER  -