| 大电网并列运行水电机组功率智能预测控制 |
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| 引用本文： | 梁年生,郭创新,叶鲁卿,李陆世. 大电网并列运行水电机组功率智能预测控制[J]. 华中科技大学学报(自然科学版), 1996, 0(10) |
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| 作者姓名： | 梁年生 郭创新 叶鲁卿 李陆世 |
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| 作者单位： | 电力工程系，湖南资兴市水电局 |
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| 摘 要： | 综合最小二乘法和多层前馈神经网络的优点，提出一种适合于快速非线性预测的智能预测器；并基于它对水轮发电机组有功功率的预测，研究出一种简单实用的仿人智能开关控制策略．由此组成的控制系统有很好的智能性和预见性，且在目前条件下易于现场改造．把它应用于湖南某电站的机组功率调节中取得了满意的控制效果
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| 关 键 词： | 预测；MLP模型；大电网并列运行；智能开关控制；功率调节 |
An MLP Based Intelligent Power Prediction Control Strategy for Hydroelectric Generating Sets Operating in a Large Network |
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| Liang Niansheng Dept. of Elec. Power Eng.,HUST,Wuhan ,China. Guo Chuangxin Ye Luqing Li Lushi. An MLP Based Intelligent Power Prediction Control Strategy for Hydroelectric Generating Sets Operating in a Large Network[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 1996, 0(10) |
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| Authors: | Liang Niansheng Dept. of Elec. Power Eng. HUST Wuhan China. Guo Chuangxin Ye Luqing Li Lushi |
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| Affiliation: | Liang Niansheng Dept. of Elec. Power Eng.,HUST,Wuhan 430074,China. Guo Chuangxin Ye Luqing Li Lushi |
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| Abstract: | Based on the least square method and the multilayer perceptron, an intelligent predictor suitable for quick nonlinear prediction is proposed. To predict the active power of a hydroelectric generating set, a simple and practical intelligent prediction switch control strategy is developed. It is easy to use in the reform of an old regulation pattern. The strategy has been applied to the active power control of Boshui Hydropower Station, Zixing city, Hunan. The results are found to be satisfactory. |
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| Keywords: | prediction multilayer perceptron (MLP) model put into parallel operation with large power network intelligent switching control power regulation |
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