针对高压断路器机械振动信号,在正常状态、分闸弹簧单根脱落状态和操作及传动机构卡涩状态下,采用模糊C聚类分析算法比较短时傅里叶变换、小波包能量熵和希尔伯特—黄变换3种特征提取方法的分类性能,提出了基于相关向量机理论的断路器机械特性故障诊断方法,搭建了数据采集系统,研究了断路器机械特性不同状态下信号特征值的变化规律,并通过实验证明了特征提取和故障诊断方法的有效性。
李斌, 李爽, 鲁旭臣
doaj
[A Review of Archaeological Studies on Dento-maxillofacial Deformities]. [PDF]
Luo G, Deng D, Zhou J, Zhou C.
europepmc +1 more source
在变压器故障诊断过程中,进行合理的特征优选,将有助于提高诊断模型的诊断精度,为此,文中提出了一种基于金豺优化算法(golden Jackal optimization,GJO)特征量优选与AO-RF的变压器故障诊断模型。首先,采用GJO对构建的21维变压器油中溶解气体特征量进行优选;然后,根据GJO得到的特征优选结果,采用天鹰算法(aquila optimizer,AO)优化随机森林(random forest,RF)的变压器故障诊断模型对变压器故障进行诊断,并与不同特征量 ...
叶育林 +8 more
doaj
[Development and validation of a multicenter nomogram predicting the risk of liver metastasis after curative resection of colorectal cancer]. [PDF]
Wang N, Yuan D, Zhu Y, Ding L.
europepmc +1 more source
[Establishment of a Noninvasive Diagnostic Model for Wilson Disease Using Metallomics and Machine Learning]. [PDF]
Zhou H +6 more
europepmc +1 more source
[Clinical features and pathological scoring analysis of hepatic amyloidosis]. [PDF]
Gong YX +5 more
europepmc +1 more source
[Whole genome sequencing and analysis of familial nonsyndromic congenital tooth agenesis]. [PDF]
Zheng Y, Wang D, Jiang T, Yang D, Lu H.
europepmc +1 more source
[Development of a machine learning-based ionization efficiency prediction model for per- and polyfluoroalkyl substances and its application in semi-quantitative analysis]. [PDF]
Sun SZ +6 more
europepmc +1 more source
[Risk factors for mortality in children with severe drowning: a 10-year single-center retrospective study]. [PDF]
Yang YX +5 more
europepmc +1 more source
[Research advances on subchondral insufficiency fracture and osteonecrosis of the knee]. [PDF]
Zou Z, Zeng Y, Zeng J.
europepmc +1 more source

