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涡喷发动机风车启动工况的神经网络建模 被引量:14
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作者 于达仁 郭钰锋 +2 位作者 牛军 史新兴 何保成 《推进技术》 EI CAS CSCD 北大核心 2001年第3期183-186,共4页
弹用涡喷发动机的风车启动工况是复杂的非线性过程 ,由于此时压气机处于非设计工况 (膨胀 )而造成机理建模的困难。神经网络对于非线性映射具有任意逼近能力 ,应用径向基函数神经网络 (RBFN)对涡喷发动机风车启动阶段进行了实验建模 ,... 弹用涡喷发动机的风车启动工况是复杂的非线性过程 ,由于此时压气机处于非设计工况 (膨胀 )而造成机理建模的困难。神经网络对于非线性映射具有任意逼近能力 ,应用径向基函数神经网络 (RBFN)对涡喷发动机风车启动阶段进行了实验建模 ,通过适当地选取网络参数及训练样本 ,达到了很高的精度 。 展开更多
关键词 涡轮喷气发动机 风车启动 人工神经元网络 动态模型建模 飞行器
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AUV Modeling and Motion Control Strategy Design 被引量:1
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作者 王芳 万磊 +1 位作者 苏玉民 徐玉如 《Journal of Marine Science and Application》 2010年第4期379-385,共7页
To provide a suitable model for AUV simulation and control purposes, a general nonlinear dynamic model including a novel thruster hydrodynamics model was derived. Based on the modeling method, the "AUV-XX" s... To provide a suitable model for AUV simulation and control purposes, a general nonlinear dynamic model including a novel thruster hydrodynamics model was derived. Based on the modeling method, the "AUV-XX" simulation platform was established to carry out fundamental tests on its motion characteristics, stability, and controllability. A motion control strategy consisting of both position and speed control in a horizontal plane was designed for different task assignments of underwater vehicles. Combined control of heave and pitch was adopted to compensate for the reduction of vertical tunnel thrusters when the vehicle is moving at a high speed. An improved S-surface controller based on the capacitor plate model was developed with flexible gain selections made possible by different forms of restricting the error and changing the rate of the error. Simulation results show that the derived general mathematical model together with simulation platform can provide a test bed for fundamental tests of motion control. Additionally, the capacitor plate model S-surface control shows a good performance in guiding the vehicle to achieve the desired position and speed with sufficient accuracy. 展开更多
关键词 AUV general dynamic model hydrodynamics modeling simulation platform motion control
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