CAJ | 학술논문

对系统可靠性和经济性要求的提高使得模拟电路故障诊断的重要性日益凸显。首先在介绍了模拟电路故障原因及分类的基础上,详细分析了模拟电路故障诊断的特点。针对传统诊断方法的不足之处,介绍了基于人工智能和现代信息信号处理的现代故障诊断方法,包括专家系统诊断方法、神经网络诊断方法、模糊诊断方法和基于核的诊断方法,同时系统地分析了每种方法的基本原理、优缺点、研究进展和典型应用。最后探讨了目前模拟电路故障诊断研究存在的问题和未来的发展方向。
대계통가고성화경제성요구적제고사득모의전로고장진단적중요성일익철현。수선재개소료모의전로고장원인급분류적기출상,상세분석료모의전로고장진단적특점。침대전통진단방법적불족지처,개소료기우인공지능화현대신식신호처리적현대고장진단방법,포괄전가계통진단방법、신경망락진단방법、모호진단방법화기우핵적진단방법,동시계통지분석료매충방법적기본원리、우결점、연구진전화전형응용。최후탐토료목전모의전로고장진단연구존재적문제화미래적발전방향。
The reliability and economy requirements of electronic system are getting higher and higher,which make analog circuit fault diagnosis become more and more important.Based on the introduction of the cause and classification for analog circuit faults,the characteristics of analog circuit faults were analyzed in detail.According to the deficiency of traditional methods,modern diagnosis methods based on artificial intelligence and modern information processing were introduced,including expert system diagnosis methods,neural networks diagnosis methods,fuzzy fault diagnosis methods and kernel-based methods.The principle,advantages and disadvantages,research advance and representative application of each method are introduced systematically at the same time.The issues which modern diagnosis methods are confronted and the future research directions are discussed at last.