| 一种神经网络控制器的容错设计与可靠性评估方法 |
| |
| 引用本文： | 张涛,胡东成.一种神经网络控制器的容错设计与可靠性评估方法[J].电子学报,1999,27(2):4-7. |
| |
| 作者姓名： | 张涛 胡东成 |
| |
| 作者单位： | 清华大学自动化系,北京,100084 |
| |
| 基金项目： | 国家自然科学基金,国家教委高等学校博士点学科基金 |
| |
| 摘 要： | 本文以应用于电力控制系统中的人工神经网络快速汽门非线性适应控制器为例，详细论述了一种神经网络控制器的容错设计与可靠性评估方法，文中首先提出网络可靠性研究的重要性，以及本文所提出和容错设计与可靠性评估方法的通用性，然后详细介绍了一种神经网络快速汽门非线性适应控制器的设计结构和容错设计原理，最后根据设计的结果，得出了可靠性评估公式及其推广。
|
| 关 键 词： | 神经网络控制器 容错设计 可靠性评估 电力系统 |
A Fault Tolerant Design and Reliability Evaluation Method for Artificial Neural Network Controller |
| |
| Zhang Tao,Hu Dongcheng.A Fault Tolerant Design and Reliability Evaluation Method for Artificial Neural Network Controller[J].Acta Electronica Sinica,1999,27(2):4-7. |
| |
| Authors: | Zhang Tao Hu Dongcheng |
| |
| Abstract: | This paper discusses a fault tolerant design and reliability evaluation method for artificial neural network(ANN) controller in detail,taking the Artificial Neural Network Fast Valving Nonlinear Adaptation Controller applied in power control system as an example.Firstly,the importance of the ANN reliability study and the generality of the fault tolerant design and reliability evaluation presented in this paper are proposed.Next,the design structure and principle of fault tolerant design of ANN controller are introduced.Finally,the formula of reliability evaluation and its extension are developed based on the result of fault tolerant design. |
| |
| Keywords: | Artificial neural network controller Fault tolerant design Reliability evaluation Power system |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
