| 聚类自适应模糊控制器及其应用 |
| |
| 引用本文： | 林瑞燊,高利,尹铁路. 聚类自适应模糊控制器及其应用[J]. 上海大学学报(英文版), 1999, 3(1): 53-57. DOI: 10.1007/s11741-999-0029-0 |
| |
| 作者姓名： | 林瑞燊 高利 尹铁路 |
| |
| 作者单位： | Lin Ruisen Gao Li(School of Automation，Shanghai University) Yin Tielu(Shanghai Electrical Power Institute) |
| |
| 摘 要： | １ Ｉｎｔｒｏｄｕｃｔｉｏｎ Ｔｈｅａｄａｐｔｉｖｅｆｕｚｚｙｃｏｎｔｒｏｌｉｓａｓｕｃｃｅｓｆｕｌｉｓｓｕｅｏｆｔｈｅｆｕｚｚｙｃｏｎｔｒｏｌ．Ｔｈｅａｄａｐｔｉｖｅｆｕｚｚｙｃｏｎｔｒｏｌｏｆｏｎｌｉｎｅｌｅａｒｎｉｎｇａｎｄｏｎｌｉｎｅｃｏｎｔｒｏｌｉｓｔｈｅｏｒｉｅｎｔａｔｉｏｎｏｆｔｈｅｄｅｖｅｌｏｐｍｅｎｔｉｎｔｈｅａｄａｐｔｉｖｅｆｕｚｚｙｃｏｎｔｒｏｌｆｉｅｌｄ．Ｂｕｔｔｈｅｃｏｍｐｌｅｘｏｆｔｈｅｐｌａｎｔｓｕｃｈａｓｓｔｒｏｎｇｃｏｕｐｌｅｄｒｅｌａｔｉｏｎｓ，ｌｏｎｇ…
|
| 收稿时间： | 1998-01-16 |
Adaptive fuzzy controller using nearest neighborhood clustering and its application |
| |
| Ruisen Lin,Li Gao,Tielu Yin. Adaptive fuzzy controller using nearest neighborhood clustering and its application[J]. Journal of Shanghai University(English Edition), 1999, 3(1): 53-57. DOI: 10.1007/s11741-999-0029-0 |
| |
| Authors: | Ruisen Lin Li Gao Tielu Yin |
| |
| Affiliation: | 1. School of Automation, Shanghai University
2. Shanghai Electrical Power Institute |
| |
| Abstract: | A novel control method for the nonlinear and complex plants with environmental uncertainties and variable parameters has been proposed by use of the nearest neighborhood clustering algorithm, the fuzzy control and the variable regressive estimation (VRE) technology. It overcomes the defects of the other adaptive methods such as the strong dependence to the system and the difficulty of the acquirement of the professional knowledge during the modifying period of the rules. The application of new algorithm to the electrical heating furnace with multiple zones demonstrates the advantages of the proposed method. |
| |
| Keywords: | nearest neighborhood clustering variable regressive estimation(VRE) inverse system |
| 本文献已被 CNKI 万方数据 SpringerLink 等数据库收录！ |
