大数据驱动的机械装备智能运维理论及应用
上QQ阅读APP看本书,新人免费读10天
设备和账号都新为新人

参考文献

[1] 雷亚国,贾峰,孔德同,等.大数据下机械智能故障诊断的机遇与挑战[J].机械工程学报,2018,54(5):94-104.

[2] AUGER F,HILAIRET M,GUERRERO J M,et al.Industrial applications of the Kalman filter:A review[J].IEEE Transactions on Industrial Electronics,2013,60(12):5458-5471.

[3] GARCIA R V,PARDAL P,KUGA H K,et al.Nonlinear filtering for sequential spacecraft attitude estimation with real data:cubature Kalman filter,unscented Kalman filter and extended Kalman filter[J].Advances in Space Research,2019,63(2):1038-1050.

[4] 赵琳,王小旭.非线性系统滤波理论[M].北京:国防工业出版社,2012.

[5] 王昱,蒋唯娇.基于UKF的恒星相机高精度姿态确定方法[J].光子学报,2020,49(1):146-153.

[6] PARIS P,ERDOGAN F.A critical analysis of crack propagation laws[J].Journal of Basic Engineering,1963,85(4):528-533.

[7] LI N,LEI Y,LIU Z,et al.A particle filtering-based approach for remaining useful life predication of rolling element bearings[C]//IEEE International Conference on Prognostics and Health Management in Cheney,USA,June 22-25,2014.

[8] NECTOUX P,GOURIVEAU R,MEDJAHER K,et al.Varnier C.PRONOSTIA:An experimental platform for bearings accelerated degradation tests[C]//IEEE International Conference on Prognostics and Health Management in Denver,USA,June 18-21,2012.

[9] BREUNIG M M,KRIEGEL H-P,NG R T,et al.LOF:Identifying density-based local outliers[C]//ACM SIGMOD International Conference on Management of Data in Dallas,USA,May 16-18,2000:93-104.

[10] LATECKI L J,LAZAREVIC A,POKRAJAC D.Outlier detection with kernel density functions[C]//International Workshop on Machine Learning and Data Mining in Pattern Recognition in Leipzig,Germany,July 18-20,2007:61-75.

[11] GAO J,HU W,LI W,et al.Local outlier detection based on kernel regression[C]//IEEE International Conference on Pattern Recognition in Istanbul,Turkey,Augest 23-26,2010.

[12] NADARAYA E.On estimating regression[J].Theory of Probability&Its Applications,1964,9(1):141-142.

[13] XU X,LEI Y,LI Z.An Incorrect Data Detection Method for Big Data Cleaning of Machinery Condition Monitoring[J].IEEE Transactions on Industrial Electronics,2020,67(3):2326-2336.

[14] LEE J,KAO H A,YANG S.Service innovation and smart analytics for industry 4.0 and big data environment[J].Procedia CIRP,2014,16:3-8.

[15] JABŁOŃSKI A,BARSZCZ T,BIELECKA M.Automatic validation of vibration signals in wind farm distributed monitoring systems[J].Measurement,2011,44(10):1954-1967.

[16] CICHOCKI A,MANDIC D,LATHAUWER L D,et al.Tensor decompositions for signal processing applications:From two-way to multiway component analysis[J].IEEE Signal Processing Magazine,2015,32(2):145-163.

[17]张贤达.矩阵分析与应用(第2版)[M].北京:清华大学出版社,2013.

[18] CICHOCKI A,ZDUNEK R,PHAN A H,et al.Nonnegative Matrix and Tensor Factorizations:Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation[M].Hoboken,NJ:Wiley,2009.

[19] KOLDA T G,BADER B W.Tensor decompositions and applications[J].SIAM Review,2009,51(3):455-500.

[20]雷亚国,许学方,蔡潇,等.面向机械装备健康监测的数据质量保障方法研究[J].机械工程学报,2021,57(4):1-9.

[21] ACAR E,DUNLAVY D M,KOLDA T G,et al.Scalable tensor factorizations for incomplete data[J].Chemometrics and Intelligent Laboratory Systems,2011,106(1):41-56.