A Fault Tolerant Design and Reliability Evaluation  Method for Artificial Neural Network Controller

Zhang Tao; Hu Dongcheng

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A Fault Tolerant Design and Reliability Evaluation Method for Artificial Neural Network Controller

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- A Fault Tolerant Design and Reliability Evaluation Method for Artificial Neural Network Controller
- Acta Electronica Sinica Issue 2, (1999)
- 作者机构：
  
  清华大学自动化系
- 作者简介：
- 基金信息：
- DOI：
  CLC： TM571.6
- Published：1999
- 稿件说明：
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[1]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(02):5-8.

Zhang Tao, Hu Dongcheng. A Fault Tolerant Design and Reliability Evaluation Method for Artificial Neural Network Controller[J]. Acta Electronica Sinica, 1999, (2).
[1]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(02):5-8. DOI：

Zhang Tao, Hu Dongcheng. A Fault Tolerant Design and Reliability Evaluation Method for Artificial Neural Network Controller[J]. Acta Electronica Sinica, 1999, (2). DOI：

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．文中首先提出神经网络可靠性研究的重要性，以及本文所提出的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．

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.

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