| Citation: | AI Yan-ting, CHEN Chao-long, TIAN Jing, WANG Zhi. SVM diagnosis method of rotor vibration faults based on integration of information exergy[J]. Journal of Aerospace Power, 2014, (10): 2464-2470. doi: 10.13224/j.cnki.jasp.2014.10.025 |
| [1] |
陈非,黄数红,杨涛,等.旋转机械振动故障的信息 诊断方法[J].机械工程学报,2009,45(11):65-71. CHEN Fei,HUANG Shuhong,YANG Tao, et al.Information exergy diagnosis method of vibration faults of rotating machinery[J].Journal of Mechanical Engineering,2009,45(11):65-71.(in Chinese)
|
| [2] |
何学文,赵海鸣.支持向量机及其在机械故障诊断中的应用[J].中南大学学报,2005,36(1):97-101. HE Xuewen,ZHAO Haiming.Support vector machine and its application to machinery fault diagnosis[J].Journal of Cenral South University,2005,36(1):97-101.(in Chinese)
|
| [3] |
Yang W X,Hull J B,Seymour M D.Detecting the singularities in engineering signals[J].Journal of Materials Processing Technology,2006,175(1/2/3):439-445.
|
| [4] |
Qu L S,Li L M,Lee J.Enhanced diagnostic certainty using information entropy theory[J].Advanced Engineering Informatics,2003,17(3/4):141-150.
|
| [5] |
尉询楷,陆波,汪诚,等.支持向量机在航空发动机故障诊断中的应用[J].航空动力学报,2004,19(6):844-848. WEI Xunkai,LU Bo,WANG Cheng,et al.Applications of support vector machines to aeroengine fault diagnosis[J].Journal of Aerospace Power,2004,19(6):844-848.(in Chinese)
|
| [6] |
费成魏,柏树生,白广忱,等.转子振动故障的过程功率谱熵特征分析与定量诊断[J].航空发动机,2011,37(1):47-51. FEI Chengwei,BAI Shusheng,BAI Guangchen,et al.Feature analysis and quantitative diagnosis of process power spectrum entropy for rotor vibration failure[J].Aeroengine,2011,37(1):47-51.(in Chinese)
|
| [7] |
张燕平,黄数红,高伟,等.汽轮机故障诊断中的信息熵融 合[J].华中科技大学学报:自然科学版,2007,35(7):89-92. ZHANG Yanping,HUANG Shuhong,GAO Wei,et al.Information entropy fusion in fault diagnosis of steam turbine shaft systems[J].Journal of Huazhong University of Science and Technology:Natural Science Edition,2007,35(7):89-92.(in Chinese)
|
| [8] |
耿俊豹,黄数红,陈非.基于信息熵贴近度的旋转机械故障诊断[J].华中科技大学学报:自然科学版,2006,34(11):93-95. GENG Junbao,HUANG Shuhong,CHEN Fei.Rotating machinery fault diagnosis based on close degree to information entropy[J].Journal of Huazhong University of Science and Technology:Natural Science Edition,2006,34(11):93-95.(in Chinese)
|
| [9] |
谢平.故障诊断中信息熵特征提取及融合方法研究[D].秦皇岛:燕山大学,2006. XIE Ping.Study on information entropy feature extraction and fusion methods in fault diagnosis[D].Qinhuangdao:Yanshan University,2006.(in Chinese)
|
| [10] |
陈非.基于过程信息融合的旋转机械信息火用故障诊断研究[D].武汉:华中科技大学,2010. CHEN Fei.A thesis submitted in partial fulfillment of the requirements for the degree of doctor of philosophy in engineering[D].Wuhan:Huazhong University of Science and Technology,2010.(in Chinese)
|
| [11] |
徐启华,师军.基于支持向量机的航空发动机故障诊断[J].航空动力学报,2005,20(2):298-302. XU Qihua,SHI Jun.Aero-engine fault diagnosis based on support vector machine[J].Journal of Aerospace Power,2005,20(2):298-302.(in Chinese)
|
| [12] |
XU Qihua,SHI Jun.Fault diagnosis for aero-engine applying a new multi-class support vector machine algorithm[J]. Chinese Journal of Aeronautics,2006,19(1):175-182.
|
| [13] |
艾延廷,费成巍.基于支持向量机的转子振动故障融合诊断技术[J].沈阳工业大学学报,2010,32(5):526-530. AI Yanting,FEI Chengwei.Rotor vibration fault fusion diagnosis based on support vector machine[J].Journal of Shenyang University of Technology,2010,32(5):526-530.(in Chinese)
|
| [14] |
艾延廷,费成巍,王志.基于改进模糊SVM的转子振动故障诊断技术[J].航空动力学报,2011,26(5):1118-1123. AI Yanting,FEI Chengwei,WANG Zhi.Technique for diagnosing fault of rotor vibration based on improved fuzzy SVM[J].Journal of Aerospace Power,2011,26(5):1118-1123.(in Chinese)
|
| [15] |
费成巍,白广忱,李晓颖.基于过程功率谱熵SVM的转子振动故障诊断方法[J].推进技术,2012,33(2):293-298. FEI Chengwei,BAI Guangchen,LI Xiaoying.Method of rotor vibration fault diagnosis from process power spectrum entropy and SVM[J].Journal of Propulsion Technology,2012,33(2):293-298.(in Chinese)
|