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Variable universe fuzzy control based on inverse-model decoupling for wind water pumping

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成果类型:
期刊论文
作者:
李琳;周国雄
通讯作者:
Zhou, G.(51840157@qq.com)
作者机构:
[李琳; 周国雄] School of Computer and Information Engineering, Central South University of Forestry, Changsha 410000, China
通讯机构:
School of Computer and Information Engineering, Central South University of Forestry, China
语种:
中文
关键词:
风能;神经网络;模糊控制;逆模型;变论域
关键词(英文):
Decoupling compensators;Ecological environments;Feed-forward compensation;Inverse mode;Inverse modeling methods;New energy technologies;Variable regions;Variable universe fuzzy controls;Algorithms;Computer simulation;Control systems;Diesel engines;Equations of state;Fuzzy control;Fuzzy sets;Linear systems;Mathematical models;Neural networks;Nonlinear equations;Power transmission;Pumps;Waterworks;Wind power;Inverse problems
期刊:
农业工程学报
ISSN:
1002-6819
年:
2013
卷:
29
期:
20
页码:
46-53
基金类别:
国家自然科学基金(60975049);
机构署名:
本校为第一且通讯机构
院系归属:
计算机与信息工程学院
摘要:
针对风力提水系统风、辅动力存在耦合使控制效果难以保证的问题,该文提出了一种基于逆模型解耦的变论域模糊控制方法。采用神经网络方法辨识风力提水系统的逆系统,并与被控对象进行串联,建立伪线性系统,实现风、辅动力解耦。同时采用模糊控制器对风、辅动力分别进行独立控制,对模糊控制器的论域进行改进,增强系统的环境适应能力。逆模型仿真试验中变量泵控制和柴油机控制量平均误差分别为6.3%和4.5%,实际运行中离心泵的转速平均误差控制在5%以内,说明该文方法能有效抑制风速变化的影响。研究结果对风力提水系统的推广具有重要的意义。
摘要(英文):
In recent years, with the development of new energy technology, a hybrid water system of wind power and conventional energy supplement was rapidly developed in China. However, wind resources are affected by seasonal and geographical patterns, water system, wind energy, and conventional energy cooperation. The two are mutual coupling, so the control effect is difficult to guarantee. Therefore studies of one kind of establishment of auxiliary control system based on dynamic decoupling in the wind, the stability, water effect, and promotion of wind water pumping technology to solve the power shor...

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