开展航天器故障诊断及趋势分析工作的建议
被引量:1
摘要
随着对系统安全性求的进一步提高,预防设备故障发生并进行故障趋势分析工作极为重。以目前国内外对航天系统故障趋势分析技术的发展现状,基于模型与数据分析的趋势分析技术发展前景,研究探讨基于人工智能技术的趋势分析技术及其进一步发展,展望下一步工作面临的问题。
出处
《载人航天》
CSCD
2007年第2期56-59,共4页
Manned Spaceflight
参考文献12
-
1胡寿松,刘亚.复杂工程系统的可靠控制(续)[J].华北电力大学学报(自然科学版),2003,30(3):39-43. 被引量:1
-
2林玉荣,邓正隆.Star-sensor-based predictive Kalman filter for satellite attitude estimation[J].Science in China(Series F),2002,45(3):189-195. 被引量:5
-
3Ames,Troy.Knowledge-Based Trend Analysis—Trends. http:// groucho.gsfc.nasa.gov/ames/ trends . 1995
-
4TRENDS Project Group.Automated and Model-Based Trend Analysis of Spacecraft Systems[]..1996
-
5Policker S,Geva A B.A new algorithm for time series prediction by temporal fuzzy clustering[]..
-
6Ajth Abraham,Baikunth Nath.A soft computing approach for fault prediction of electronic systems[].Proceedings of the Second International Conference on Computers In IndustryICCI.2000
-
7Isermann R,Balle P.Trends in the application of model based fault detection and diagnosis of technical processes[].Proceedings of ~(th) IFAC World Congress.1996
-
8Frank P M.Fault Diagnosis in Dynamic Systems Using Analytical and Knowledge-based Redundancy—A Survey and Some New Results[].Automatica.1990
-
9Isermann R.Process fault detection based on modeling and estimation methods-a survey[].Automatica.1984
-
10Crassidis J L,Markley F L.Predictive filtering for nonlinear systems[].Journal of Guidance Control and Dynamics.1997
二级参考文献18
-
1[1]Atkinson D, Maynard B W. Application of AI automated monitoring: The SHARP system. AIAA-90-5054.
-
2[2]Lu K S, Sakes R. Failure prediction for an on-line maintenance system in a poisson shock environment [J]. IEEE Trans. on System Man and Cybernetics, 1979, SMC-9 (6):356-362.
-
3[3]Tse P W, Atherton D P. Prediction of machine deterioration using vibration based fault trends and recurrent neural networks [J]. Journal of Vibration. and Acoustics, 1999,121(7): 355-362.
-
4[4]Policker S, Geva A B. A new algorithm for time series prediction by temporal fuzzy clustering [C]. Proceedings of 15th International Conference on Pattern Recognition,ICPR-2000.732-735.
-
5[5]AjithAbraham, BaikunthNath. A soft computing approach for fault prediction of electronic systems [C]. Proceedings of the Second International Conference on Computers In Industry, ICCI 2000,2000.83-91.
-
6[6]Pena J M, Letourneau S, Famili F. Application of rough sets algorithms to prediction aircraft component failure [C].Advances in intelligent data analysis third international symposium, 1999.
-
7[7]Wang P, Vachtsevanos G. Fault prognosis using dynamic wavelet neural networks [C]. AAAI Spring Symposium,Polo Alto, 1999.132-139.
-
8[8]Subba R V M, Srikanth V, Alice E S. Optimal reliability allocation in series-parallel systems from components' discrete cost-reliability data sets: a nested simulated annealing approach [C]. Proceedings of the 5th Industrial Engineering Research Conference, 1996.435-440.
-
9[9]Subba Rao V M, Milind D, Jayant R. Optimal reliability allocation with discrete cost-reliability data for components [R]. Technical Report No. TR 96-4, Department of Industrial Engineering, University of Pittsburgh.
-
10[10]AdamantiosM. Reliability Allocation and optimization for complex systems [C]. The 46th Annual International Symposium on Product Quality and Integrity - the Reliability and Maintainability Symposium, Los Angeles, California,USA, 2000.
共引文献4
-
1李骥,张洪钺.基于预测滤波器的故障诊断方法研究[J].中国科学(E辑),2004,34(12):1375-1392. 被引量:1
-
2LIJi ZHANGHongyue.Analysis of fault detection method based on predictive filter approach[J].Science in China(Series F),2005,48(3):335-353. 被引量:3
-
3林玉荣,邓正隆.一类非线性预测滤波器的鲁棒稳定性分析[J].电机与控制学报,2006,10(1):97-101. 被引量:6
-
4矫媛媛,潘晓刚,雷拥军,张春青.处理不确定性姿态确定系统误差的新型鲁棒滤波方法[J].模糊系统与数学,2022,36(1):157-164.
同被引文献4
-
1Jeff Prosise.Microsoft.Net程序设计技术内幕[M].北京:清华大学出版社,2004:179-192.
-
2Robert Martin. Agile Software Development-Principles, Patterns, and Practices[M].北京:清华大学出版社,2003:36-43.
-
3王巍巍,彭梅,刘百麟,刘晓鹏.趋势分析法在卫星在轨管理中的应用[J].航天器环境工程,2012,29(4):454-457. 被引量:1
-
4邢晓辰,蔡远文,程龙,孙建,李伟.基于故障树的目标航天器在轨故障定位[J].兵工自动化,2013,32(10):71-75. 被引量:8
-
1超音速运输机的技术发展前景[J].飞机工程,2006(3):1-4.
-
2宋科璞.飞控技术发展前景[J].国际航空,2011(8):59-63. 被引量:1
-
3回顾40年空间事业辉煌成就 展望中国空间技术发展前景——第二届中国空间技术论坛在京隆重召开[J].中国航天,2008(4):8-8.
-
4冉建华.数据链与飞机着陆系统的历史和前景[J].舰船电子工程,2009,29(4):39-42. 被引量:2
-
5姜昌.航天领域测控通信技术发展前景[J].遥测遥控,1996,17(6):7-13.
-
6鲁凤池,孙春林.建立航空公司安全综合监控和故障趋势分析预测体系——民航运营安全监控系统简论之一[J].民航经济与技术,1995,0(3):33-35.
-
7董建鸿,戴思宗.大型运输机先进概念布局技术研究(下)[J].航空科学技术,2006(2):24-26. 被引量:3
-
8赵海涛,张云彤.东方红三号系列卫星在轨故障统计分析[J].航天器工程,2007,16(1):33-37. 被引量:24
-
9樊钥宽,韩东磊,王春光.机场助航灯光系统预见性维护工作探讨[J].机场工程,2012(1):13-14.
-
10张鹏,范思如,王亚科.基于故障历史的飞机故障趋势预测分析研究[J].航空维修与工程,2008(6):42-44.