Diagnosis method for Analog Circuits fault using Bayesian network

机译：贝叶斯网络模拟电路故障诊断方法

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Aiming at the uncertain problem in analog circuit fault diagnosis, a new method based on Bayesian network is proposed. Given a set of measurements from the circuit, and a set of possible faults, the task is to calculate the probability that the faults are present. This paper then discusses the methodology for diagnosis and the associated procedures for block-level diagnosis of analogue circuits in detail. Finally, the correctness and effectiveness of this method are validated by the fault diagnosis result of a voltage regulator used car radio.

机译：针对模拟电路故障诊断中的不确定问题，提出了一种基于贝叶斯网络的新方法。给定来自电路的一组测量值，以及一组可能的故障，任务是计算出现故障的概率。然后，本文详细讨论了诊断方法和相关过程的块级诊断的相关过程。最后，通过电压调节器使用的汽车收音机的故障诊断结果验证了该方法的正确性和有效性。

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《International Conference on Electronic and Mechanical Engineering and Information Technology》|2013年||共4页
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Peng Jiao; Xinzheng Wang; Chunrong Li;
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中图分类 TP39-53;
关键词
Bayesian network; Dianosis; Car radio; Analog circuit;

机译：贝叶斯网络;型;汽车收音机;模拟电路;

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专利

1. Fault diagnosis of analog circuits using Bayesian neural networks with wavelet transform as preprocessor [J] . Farzan Aminian, Mehran Aminian Journal of Electronic Testing: Theory and Applications: Theory and Applications . 2001,第1期

机译：使用小波变换为预处理器的贝叶斯神经网络模拟电路故障诊断
2. A Novel Fault Diagnosis Method for Analog Circuits Based on Conditional Variational Neural Networks [J] . Gao Tianyu, Yang Jingli, Jiang Shouda, Circuits, systems and signal processing . 2021,第6期

机译：基于条件变分神经网络的模拟电路故障诊断方法
3. Hierarchical neural networks method for fault diagnosis of large-scale analog circuits [J] . Tan Yanghong, He Yigang, Fang Gefeng Tsinghua Science and Technology . 2007,第S1期

机译：大规模模拟电路故障诊断的层次神经网络方法
4. Diagnosis method for Analog Circuits fault using Bayesian network [C] . Peng Jiao, Xinzheng Wang, Chunrong Li International Conference on Electronic and Mechanical Engineering and Information Technology . 2013

机译：贝叶斯网络模拟电路故障诊断方法
5. A framework for the testing and fault diagnosis of analog and mixed signal circuits using artificial neural networks. [D] . Spina, Robert. 1996

机译：使用人工神经网络的模拟和混合信号电路测试和故障诊断的框架。
6. Fault Diagnosis for Analog Circuits by Using EEMD Relative Entropy and ELM [O] . Jian Xiong, Shulin Tian, Chenglin Yang 2016

机译：使用EEMD相对熵和ELM的模拟电路故障诊断
7. Diagnosis method for Analog Circuits fault using Bayesian network [O] . Peng Jiao, Xinzheng Wang, Chunrong Li 2012

机译：贝叶斯网络模拟电路故障诊断方法
8. Fault Diagnosis of Nonlinear Analog Circuits. Volume IV. An Isolation Algorithm for the Analog Fault Dictionary. [R] . Elcherif, Y. S., Lin, P. M. 1983

机译：非线性模拟电路的故障诊断。第四卷。模拟故障字典的隔离算法。

Diagnosis method for Analog Circuits fault using Bayesian network

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