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基于主元核相似度免疫机制的故障诊断方法及应用 被引量:9
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作者 侯胜利 李应红 尉询楷 《推进技术》 EI CAS CSCD 北大核心 2006年第2期154-157,170,共5页
为了解决传统距离判别函数法在故障诊断中存在误差较大等问题,基于主元核理论和免疫系统机制,提出了基于主元核相似度免疫机制的故障诊断方法。该方法在免疫形态空间中采用主元核形式的相似性度量,将已知故障模式中的每个样本看作一个抗... 为了解决传统距离判别函数法在故障诊断中存在误差较大等问题,基于主元核理论和免疫系统机制,提出了基于主元核相似度免疫机制的故障诊断方法。该方法在免疫形态空间中采用主元核形式的相似性度量,将已知故障模式中的每个样本看作一个抗体,将待检样本看作抗原,把故障诊断问题转化为抗体对抗原的识别问题。应用实例表明,该方法受故障模式分布结构的影响较小,当故障样本分散程度较大,聚类性较差时,仍能得到较好的诊断结果。 展开更多
关键词 航空发动机 故障诊断 ^免疫理论^+ ^主元核^+ ^距离判别^+
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Evaluation model of individual thermal comfort based on mean skin temperature 被引量:10
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作者 刘蔚巍 连之伟 邓启红 《Journal of Southeast University(English Edition)》 EI CAS 2010年第2期254-257,共4页
The local skin temperatures of 22 subjects at air temperatures of 21,24,26,29 ℃ are measured,and the mean skin temperatures are calculated by ten skin temperature measuring points.The thermal comfort levels and the t... The local skin temperatures of 22 subjects at air temperatures of 21,24,26,29 ℃ are measured,and the mean skin temperatures are calculated by ten skin temperature measuring points.The thermal comfort levels and the thermal sensations of these subjects are also investigated by a questionnaire.The Mahalanobis distance discrimination method is applied to establish the evaluation model for the thermal comfort based on the mean skin temperature.The experimental results indicate that the difference of the mean skin temperatures between the comfort level and the discomfort level is significant.Using the evaluation model,the mean skin temperature at the thermal comfort level is 32.6 to 33.7 ℃,and the thermal comfort levels of 72% of the subjects are correctly evaluated.The accuracy of the evaluation model can be improved when the effects of sex of the subject on the mean skin temperature and the thermal comfort are considered.It can be concluded that the mean skin temperature can be used as an effective physiological indicator to evaluate human thermal comfort in a steady thermal environment. 展开更多
关键词 thermal comfort mean skin temperature Mahalanobis distance discrimination method THERMOREGULATION
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