| 引用本文: | 刘建华,张伟江,许晓鸣.基于PNN滤波的非线性系统故障检测方法[J].控制理论与应用,1997,14(2):171~177.[点击复制] |
| LIU Jianhua, ZHANG Weijiang and XU Xiaoming.FDD method for Nonlinear Systems with PNN Filter[J].Control Theory and Technology,1997,14(2):171~177.[点击复制] |
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| 基于PNN滤波的非线性系统故障检测方法 |
| FDD method for Nonlinear Systems with PNN Filter |
| 摘要点击 698 全文点击 368 投稿时间：1995-04-20 修订日期：1996-12-08 |
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| DOI编号 |
| 1997,14(2):171-177 |
| 中文关键词 非线性系统 PNN 状态估计 故障检测 |
| 英文关键词 nonlinear systems PNN states estimation fault detection |
| 基金项目 |
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| 中文摘要 |
| 本文以PNN（Probabilistic Neural Network）状态估计为基础，提出一种非线性系统的故障检测方法。该方法根据PNN状态估计的特点，依据PNNI虑波器对系统扰动的估计结果，对照系统噪声的统计特性进行分析，以检测非线性系统的故障，仿真结果表明了该方法的正确性。 |
| 英文摘要 |
| This paper presents a method of fault detectation for nonlinear systems based on PNN filter. According to the properties of PNN filter,the faults of nonlinear systems are detected by comparing the statistical characterists of the disturbance estimates with those of the niose of the systems, and the method is confirmed by simulation. |