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基于模糊理论的发动机异响实时诊断方法的研究 被引量:3
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作者 张家玺 郭颜军 +2 位作者 董秀林 朱均 屈梁生 《西安交通大学学报》 EI CAS CSCD 北大核心 1998年第6期57-60,共4页
基于模糊数学的有关理论,针对国产EQ6100型发动机常见异响故障,建立了相关的模糊数学模型,给出了异响诊断的模糊关系矩阵,提出了诊断系统的基本方案及技术路线,最后给出实例分析,测试结果表明此方法是可行的.
关键词 发动机 模糊性理论 车用 异响诊断 故障诊断
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基于模糊关系矩阵推理的发动机故障诊断专家系统 被引量:7
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作者 贾继德 姜斯平 《内燃机工程》 EI CAS CSCD 北大核心 1999年第3期64-69,共6页
描述了一个在WINDOWS环境下开发的故障诊断专家系统的设计与实现,并介绍了有关模糊知识表示与推理的研究工作。详细介绍了该系统结构、知识表示与获取、推理机制的设计实现方法。
关键词 模糊性理论 专家系统 汽车发动机 故障诊断
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基于神经网络的发动机故障多媒体诊断专家系统 被引量:12
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作者 何勇 鲍一丹 《内燃机学报》 EI CAS CSCD 北大核心 2001年第3期245-248,共4页
提出了一种基于神经网络的汽油发动机智能故障诊断专家系统 ,该系统是专家系统与神经网络和多媒体技术相组合的智能化诊断系统。根据汽油发动机的组成结构、功能原理及维修专家的实际经验 ,用计算机模拟建立故障诊断树 ,由诊断树提炼出... 提出了一种基于神经网络的汽油发动机智能故障诊断专家系统 ,该系统是专家系统与神经网络和多媒体技术相组合的智能化诊断系统。根据汽油发动机的组成结构、功能原理及维修专家的实际经验 ,用计算机模拟建立故障诊断树 ,由诊断树提炼出训练样本 ,提供给神经网络学习 ,学习结束后生成的权值和阈值组成知识库。其诊断的特色是专家系统与神经网络、模糊数学等有机结合 ,从不同角度、不同层次进行诊断推理 ,并以神经网络来完成自学习功能 ,大大提高了诊断的效率 ,克服了传统故障诊断的一些不足 ,并采用多媒体技术 。 展开更多
关键词 专家系统 神经网络 故障诊断 模糊性理论 发动机
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ESTIMATION METHOD FOR AIRCRAFT SIMILARITY BASED ON FUZZY THEORY AND GREY INCIDENCE ANALYSIS 被引量:4
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作者 李永平 陈闵叶 刘明 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2007年第3期194-198,共5页
An estimation method for aircraft similarity based on fuzzy theory and grey incidence analysis is presented. This estimation method is made up of the triangular fuzzy transforming model of linguistic variables and the... An estimation method for aircraft similarity based on fuzzy theory and grey incidence analysis is presented. This estimation method is made up of the triangular fuzzy transforming model of linguistic variables and the method of grey incidence analysis. Nine feature attributes of aircraft are selected to estimate the similarity between the new aircraft and the existing aircraft. A new aircraft X and other six existing aircrafts are taken as examples. Analyses show that similarity estimation results obtained from the method are in accordance with practice. 展开更多
关键词 aircraft similarity fuzzy theory grey incidence analysis
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APPLICATION OF MECHANICAL RELIABILITY PREDICATION BASED ON FUZZY THEORY 被引量:2
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作者 赵德孜 温卫东 段成美 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2004年第1期76-80,共5页
Mechanical reliability prediction (MRP) is an important task of mechanical reliability design. In the initial design stage (IDS), the lack of reliability data and some fuzzy characteristics of MRP make this work hardn... Mechanical reliability prediction (MRP) is an important task of mechanical reliability design. In the initial design stage (IDS), the lack of reliability data and some fuzzy characteristics of MRP make this work hardness. Because fuzzy synthetical assessment (FSA) can well utilize expert′s experience and fuzzy data, it is used to assess the influence factors of reliability. On the basis of the assessed results, the predicted value of reliability is inferred by the fuzzy inference system (FIS). This approach particularly suits to predict the reliability of complex machinery (including other products) in IDS, so that it can remedy some defects of the existing methods. An example is discussed to interpret how to utilize it. 展开更多
关键词 mechanical reliability reliability prediction fuzzy synthetical assessment fuzzy inference
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Multi-objectives fuzzy optimization model for ship form demonstration based on information entropy 被引量:4
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作者 ZHANG Wei-ying LIN Yan +1 位作者 JI Zhuo-shang DENG Lin-yi 《Journal of Marine Science and Application》 2006年第1期12-16,共5页
Selecting optimization ship form scheme is an important content in the process of concept design of ship. Multi-objective fuzzy decision-making model for ship form demonstration is set up according to the fuzzy patter... Selecting optimization ship form scheme is an important content in the process of concept design of ship. Multi-objective fuzzy decision-making model for ship form demonstration is set up according to the fuzzy pattern-recognition theory. Weight coefficients of each target of ship form scheme are determined by information entropy and individual subjective partiality. This model is used to select the optimal ship form scheme, the example shows that the model is exact and the resuh is credible. It can provide a reference for choosing the optimization scheme of ship form. 展开更多
关键词 ship form scheme information entropy MULTI-OBJECTIVE fuzzy optimization
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Landslides susceptibility mapping in Guizhou province based on fuzzy theory 被引量:8
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作者 WANG Wei-dong XIE Cui-ming DU Xiang-gang 《Mining Science and Technology》 EI CAS 2009年第3期399-404,共6页
The purpose of this study was to assess the susceptibility of landslides around the area of Guizhou province based on fuzzy theory.In first instance, slope, elevation, lithology, proximity to tectonic lines, proximity... The purpose of this study was to assess the susceptibility of landslides around the area of Guizhou province based on fuzzy theory.In first instance, slope, elevation, lithology, proximity to tectonic lines, proximity to drainage and annual precipitation were taken as independent, causal factors in this study.A landslide hazard evaluation factor system was established by classifying these factors into more subclasses according to some rules.Secondly, a trapezoidal fuzzy number weighting(TFNW) approach was used to assess the importance of six causal factors to landslides in an ArcGIS environment.Thirdly, a landslide susceptibility map was created based on a weighted linear combination model.According to this susceptibility map, the study area was classified into four categories of landslide susceptibility:low, moderate, high and very high.Finally, in order to verify the results obtained, the susceptibility map and the landslide inventory map were combined in the GIS.In addition, the weighting procedure showed that TFNW is an efficient method for weighting causal landslide factors. 展开更多
关键词 landslides susceptibility mapping fuzzy theory GIS weighted linear combination
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