Two-level tuning of fuzzy PID controllers
文献类型：期刊论文
| 作者 | Mann, GKI; Hu, BG ; Gosine, RG
|
| 刊名 | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
 |
| 出版日期 | 2001-04-01 |
| 卷号 | 31期号:2页码:263-269 |
| 英文摘要 | Fuzzy PID tuning requires two stages of tuning; low level tuning followed by high level tuning. At the higher level, a nonlinear tuning is performed to determine the nonlinear characteristics of the fuzzy output. At the lower level, a linear tuning is performed to determine the linear characteristics of the fuzzy output for achieving overall performance of fuzzy control. First, different fuzzy systems are defined and then simplified for two-point control. Non-linearity tuning diagrams are constructed for fuzzy systems in order to perform high level tuning. The linear tuning parameters are deduced from the conventional PID tuning knowledge. Using the tuning diagrams, high level tuning heuristics are developed, Finally, different applications are demonstrated to show the validity of the proposed tuning method. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics |
| 研究领域[WOS] | Automation & Control Systems ; Computer Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000167890400011 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9812]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Mem Univ Newfoundland, C CORE, St Johns, NF A1B 3X5, Canada 2.Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China 3.Mem Univ Newfoundland, Dept Engn & Appl Sci, St Johns, NF A1B 3X5, Canada |
| 推荐引用方式 GB/T 7714 | Mann, GKI,Hu, BG,Gosine, RG. Two-level tuning of fuzzy PID controllers[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,2001,31(2):263-269. |
| APA | Mann, GKI,Hu, BG,&Gosine, RG.(2001).Two-level tuning of fuzzy PID controllers.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,31(2),263-269. |
| MLA | Mann, GKI,et al."Two-level tuning of fuzzy PID controllers".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 31.2(2001):263-269. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。