Model Based Development with the Skeleton Design Method

2013 ◽  
Author(s):  
Sean Whitsitt ◽  
Jonathan Sprinkle
Keyword(s):  
Design Method ◽  
Model Based

Intelligent design technology of automobile inspection tool based on 3D MBD model intelligent retrieval

2021 ◽  
pp. 095440702110001
Author(s):  
Qi Cheng ◽  
Shuchun Wang ◽  
Xifeng Fang
Keyword(s):  
Machine Learning ◽  
Information Integration ◽  
3D Model ◽  
Product Information ◽  
Design Method ◽  
Equipment Design ◽  
Design System ◽  
Process Equipment ◽  
Utilization Rate ◽  
Model Based

The existing process equipment design resource utilization rate in automobile industry is low, so it is urgent to change the design method to improve the design efficiency. This paper proposed a fast design method of process equipment driven by classification retrieval of 3D model-based definition (MBD). Firstly, an information integration 3D model is established to fully express the product information definition and to effectively express the design characteristics of the existing 3D model. Through the classification machine-learning algorithm of 3D MBD model based on Extreme Learning Machine (ELM), the 3D MBD model with similar characteristics to the auto part model to be designed was retrieved from the complex process equipment case database. Secondly, the classification and retrieval of the model are realized, and the process equipment of retrieval association mapping with 3D MBD model is called out. The existing process equipment model is adjusted and modified to complete the rapid design of the process equipment of the product to be designed. Finally, a corresponding process equipment design system was developed and verified through a case study. The application of machine learning to the design of industrial equipment greatly shortens the development cycle of equipment. In the design system, the system learns from engineers, making them understand the design better than engineers. Therefore, it can help any user to quickly design 3D models of complex products.

A Design Method for Analog and Digital Silicon Neurons ???-Mathematical-Model-Based Method-

2008 ◽  
Author(s):  
Takashi Kohno ◽  
Kazuyuki Aihara ◽  
Luigi M. Ricciardi ◽  
Aniello Buonocore ◽  
Enrica Pirozzi
Keyword(s):  
Mathematical Model ◽  
Design Method ◽  
Model Based ◽  
Silicon Neurons

Collision Detection Analysis of 2D Layout Based on Convex Hull Plus Rubber Band Simulation

2014 ◽  
Vol 488-489 ◽  
pp. 1480-1484
Author(s):  
Juan Lu ◽  
Jia Xun Wei ◽  
Wei Xia ◽  
Jun Yan Ma ◽  
Li Ying ◽  
...  
Keyword(s):  
Convex Hull ◽  
Collision Detection ◽  
Design Method ◽  
Rubber Band ◽  
Digital Design ◽  
Detection Methods ◽  
Movement Model ◽  
Model Based ◽  
Collision Response ◽  
Optimized Model

It is an innovative design method in physics that product layout design is abstracted into convex hull plus rubber band simulation layout mode by setting up the optimized model. Based on the physics model of Newtons Second Law, this paper analyzed collision detection methods during the process of realizing reasonable layout, and it is founded that real-time collision detection and collision response during movement, produced components within the given beat, appeared to be the key content of resolving digital model design. In this paper, Area Difference method was adopted to detect when the collision occurred during component movement and what kind of state the component tended to be in collision. At the same time, it also determined the interference degree, solved critical point pose for collision response as well as its generation time and related torque and force, which can confirm the components continued movement model of rotation and sliding. Meanwhile, it employed the Judgment Matrix method to analyze collision response so as to confirm the collision interference relationship and collision action state, movement possessing mode (rotation, sliding and retraction, etc.) within the remaining time after collision with given beat during the layout process. All these provided with a practical solution for digital design of optimized model based on convex hull plus rubber band simulation compact layout.

scholarly journals Transition model based design method investigation on laminar flow nacelle

2020 ◽  
Vol 1592 ◽  
pp. 012006
Author(s):  
Yang Tao ◽  
Neng Xiong ◽  
Kang Huang ◽  
Lin Jun ◽  
Junqiang Wu
Keyword(s):  
Laminar Flow ◽  
Design Method ◽  
Transition Model ◽  
Model Based
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