%0 Journal Article
%T Design of Fuzzy Neural Network Controller Based on Chaos Neural Network Forecast Model and Application<br>基于混沌神经网络模型的预测控制器的设计及应用
%A DOU Chun-xia
%A <br>窦春霞
%J 系统工程理论与实践
%D 2003
%I 
%X In order to realize adaptive control of nonlinear big-lagged system, First, a chaotic attractors space is reconstructed, space embed dimension is calculated by the nonlinear big-lagged system chaos time series in this paper. By above all, a chaos neural network model is constructed, which can make high precision short-term forecast for the system even by imperfect and variation inputs. On the basis of this, a fuzzy-neural forecast controller is designed and robust adaptive control to the nonlinear big-lagged chaos system is realized. Last, the controller is applied to units load system, the validity, the high-speed and the robustness are proved by simulate results.
%K chaos neural network
%K fuzzy neural network
%K robustness<br>混沌神经网络
%K 模糊神经网络
%K 鲁棒性
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=01BA20E8BA813E1908F3698710BBFEFEE816345F465FEBA5&cid=962324E222C1AC1D&jid=1D057D9E7CAD6BEE9FA97306E08E48D3&aid=1A111F5ED7FA0B9A&yid=D43C4A19B2EE3C0A&vid=EA389574707BDED3&iid=5D311CA918CA9A03&sid=B6DA1AC076E37400&eid=286FB2D22CF8D013&journal_id=1000-6788&journal_name=系统工程理论与实践&referenced_num=0&reference_num=10