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基于模糊模式识别的结构损伤状态评估研究 被引量:6
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作者 吴子燕 张瑜 曹君 《西北工业大学学报》 EI CAS CSCD 北大核心 2009年第1期127-131,共5页
在考虑随机信息、模糊信息的基础上,采用正态隶属度函数构造出具有重叠关系的结构损伤状态模糊集;通过引入专家状态相似矩阵,建立以欧式贴近度最大为目标的数学模型,进一步求解得到最优隶属度函数;以此为基础采用择近原则对结构损伤状... 在考虑随机信息、模糊信息的基础上,采用正态隶属度函数构造出具有重叠关系的结构损伤状态模糊集;通过引入专家状态相似矩阵,建立以欧式贴近度最大为目标的数学模型,进一步求解得到最优隶属度函数;以此为基础采用择近原则对结构损伤状态进行评估。将文中构造的算法嵌入到结构健康监测系统中,可为现役结构的健康诊断提供依据。算例表明,文中建立的方法行之有效并且具有很好的通用性,具有实际工程应用价值。 展开更多
关键词 损伤状态评估 模糊模式识别 状态相似矩阵 择近原则 结构健康监测
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Assessment of Structural Damage Condition Based on Fuzzy Pattern Recognition
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作者 WU Zi-yan ZHANG Yu 《International Journal of Plant Engineering and Management》 2008年第1期10-19,共10页
This paper presents a new method of damage condition assessment that allows accommodating other types of uncertainties due to ambiguity, vagueness, and fuzziness that are statistically nondescribable. In this method, ... This paper presents a new method of damage condition assessment that allows accommodating other types of uncertainties due to ambiguity, vagueness, and fuzziness that are statistically nondescribable. In this method, healthy observations are used to construct a fury set representing sound performance characteristics. Additionally, the bounds on the similarities among the structural damage states are prescribed by using the state similarity matrix. Thus, an optimal group fuzzy sets representing damage states such as little, moderate, and severe damage can be inferred as an inverse problem from healthy observations only. The optimal group of damage fuzzy sets is used to classify a set of observations at any unknown state of damage using the principles of fitzzy pattern recognition based on an approximate principle . This method can be embedded into the system of Structural Health Monitoring (SHM) to give advice about structural maintenance and life predictio comes from Reference [ 9 ] for damage pattern recognition is presented n. Finally, a case and discussed. The study, which compared result illustrates our method is more effective and general, so it is very practical in engineering. 展开更多
关键词 damage condition assessment fuzzy pattern recognition state similarity matrix approximate principle structural health monitoring
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