CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 13210 > Article
Paper
11 July 2024 Research and application of evaluation method for man-machine arrangement of commercial vehicle based on RBF
Dan Wang, Shuai Lu, Boye An, Xiaodan Wang, Xingyue Wang, Jingcai Shi
Author Affiliations +
Proceedings Volume 13210, Third International Symposium on Computer Applications and Information Systems (ISCAIS 2024); 132102L (2024) https://doi.org/10.1117/12.3034760
Event: Third International Symposium on Computer Applications and Information Systems (ISCAIS 2023), 2024, Wuhan, China
Abstract
In the process of research and development of automotive products, the man-machine layout design of cab comfort has become the focus of development. At present, to judge whet that man-machine arrangement of the cab of the commercial vehicle meets the comfort requirement, a sample vehicle is usually manufacture first, Evaluated by professionals, this development process is not only cumbersome, high error rate and low efficiency, but also consumes huge human and financial resources. In this paper, the man-machine bench test of commercial vehicle is designed and carried out. The corresponding comfort evaluation data of each percentile driver under different man-machine arrangements are collected. Secondly, a RBF neural network model is built to predict the subjective evaluation of man-machine layout. The training set and test set of the model use the data from the bench test, and the accuracy of the model is evaluated by objective indicators. Finally, the secondary development of the commonly used design software CATIA is carried out, and the program is written to automatically read the size information of the three-dimensional model. One key evaluation is realized by embedding RBF neural network. The example shows that the software of RBF neural network and CATIA secondary development can greatly improve the efficiency of designers.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Dan Wang, Shuai Lu, Boye An, Xiaodan Wang, Xingyue Wang, and Jingcai Shi "Research and application of evaluation method for man-machine arrangement of commercial vehicle based on RBF", Proc. SPIE 13210, Third International Symposium on Computer Applications and Information Systems (ISCAIS 2024), 132102L (11 July 2024); https://doi.org/10.1117/12.3034760
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 8 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Neural networks
Design
Data modeling
3D modeling
Software development
3D applications
Education and training
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top