Abstract
The characteristics of the mechanical drive system and the rules of the type choice were analyzed. A fuzzy and quantitative method describing the characters of the drive system was presented. A drive type decision system based on one-against-one mode of support vector machine through identification of the characteristics and the type decisions was built. Simulation was given to support the theoretical result.
| Original language | English |
|---|---|
| Pages (from-to) | 975-978 |
| Number of pages | 4 |
| Journal | Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University |
| Volume | 39 |
| Issue number | 6 |
| State | Published - Jun 2005 |
| Externally published | Yes |
Keywords
- Characteristic factors
- Fuzzy membership function
- Mechanical drive system
- Modeling
- Support vector machine (SVM)