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| 基于支持向量机的过热汽温内模控制 | |
| 引用本文： | 刘长东,王洪波,郑恩辉,邹超,徐喻嘉. 基于支持向量机的过热汽温内模控制[J]. 能源工程, 2009, 0(4): 17-20 |
| 作者姓名： | 刘长东 王洪波 郑恩辉 邹超 徐喻嘉 |
| 作者单位： | 1. 浙江天地环保工程有限公司,浙江,杭州,310012 2. 浙江省发展规划研究院,浙江,杭州,310012 3. 中国计量学院,机电工程学院,浙江,杭州,310018 |
| 基金项目： | 浙江省自然科学基金资助项目 |
| 摘 要： | 提出一种基于支持向量机回归的内模控制算法并应用于过热气温控制。首先，简介支持向量机回归算法和内模控制原理；其次，提出基于支持向量机回归算法构造的被控过程的逆模型，将该逆模型作为控制器，并在主控系统中增加鲁棒控制器以增加系统的鲁棒性及跟踪性能。仿真结果表明提出的控制算法的控制品质优于传统的PID控制算法。 |
| 关 键 词： | 支持向量机回归算法 内模控制 过热汽温 |
Internal model control based on SVM for superheated steam temperature |
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| LIU Chang-dong,WANG Hong-bo,ZHENG En-hui,et al. Internal model control based on SVM for superheated steam temperature[J]. Energy Engineering, 2009, 0(4): 17-20 | |
| Authors: | LIU Chang-dong WANG Hong-bo ZHENG En-hui et al |
| Affiliation: | 1.Zhejiang Tiandi Environmental Protection Engineering Co.;Ltd;Hangzhou 310012;China;2.Zhejiang Prov.Development Planning & Research Institute;3.College of Mechatronics Engineering;China Jiliang University;Hangzhou 310018;China |
| Abstract: | A new internal model control approach based on support vector machine(SVM) to solve superheated steam temperature control problem was proposed.The theory of support vector machine and the establishment of internal model control based on support vector machine regression algorithm were introduced.The inverse model estimated with support vector machine regress algorithm was taken as the controller.A robust feedback stabilizing controller was adopted to improve the robustness and tracking performance.The simul... |
| Keywords: | support vector machine regression algorithm internal model control superheated steam temperature |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |