| 一种新型水轮发电机组智能模糊控制系统 |
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| 引用本文： | 景雷,叶鲁卿,周泰经. 一种新型水轮发电机组智能模糊控制系统[J]. 中国电机工程学报, 1998, 18(1): 42-47 |
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| 作者姓名： | 景雷 叶鲁卿 周泰经 |
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| 作者单位： | 华中理工大学，湖南水利水电研究所 |
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| 基金项目： | 高等学校博士学科点专项科研基金 |
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| 摘 要： | 本文提出了一种新型的水轮发电机组智能模糊控制系统。它充分利用一有水轮机调速器的硬件资源，在进行智能模糊实时控制的同时，以神经网络贯穿对水轮机系统的和学习，从而圆满地解决了以往智能控制学习时由于模型未知而无法求反向传播误差的问题。
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| 关 键 词： | 调节系统 智能控制 神经网络 水轮发电机 发电机 |
New Intelligent Fuzzy Control System for Hydroelectric Generating Units |
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| ,nbsp;,nbsp;,nbsp; New Intelligent FuzzyControl System for Hydroelectric Generating Units.. New Intelligent Fuzzy Control System for Hydroelectric Generating Units[J]. Proceedings of the CSEE, 1998, 18(1): 42-47 |
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| Authors: | New Intelligent FuzzyControl System for Hydroelectric Generating Units. |
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| Abstract: | The paper proposes a new intelligent fuzzy control system for hydroelectric generating unit.While it realizes intelligent fuzzy real time control,the control system can simulate the water turbine governing system and adjust control rules and parameters with neural network.The new system not only solves the problem of calculating back propagation error in intelligent learning control,but also fully utilizes the exsiting hardware resources of multiprocessor based water turbine governor.The paper gives the structure and operating ways of the intelligent control system and studies in detail its training and learning algorithm.The simulation study results show that the system has good real time control performance and strong learning algorithm.It can match the control requirements under the variations of the water turbine governing system's structure and parameters. |
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| Keywords: | water turbine governing system intelligent fuzzy control neural network |
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