A novel distributed extended Kalman filter for aircraft engine gas-path health estimation with sensor fusion uncertainty

作者: Feng Lu , Tianyangyi Gao , Jinquan Huang , Xiaojie Qiu , None

DOI: 10.1016/J.AST.2018.10.019

关键词:

摘要: … This paper is concerned with state estimation approach to track aircraft engine gas-path health condition in an advanced distributed architecture. The sensor measurements are divided …

参考文章(34)
Bo Chen, Wenan Zhang, Guoqiang Hu, Li Yu, Networked fusion kalman filtering with multiple uncertainties IEEE Transactions on Aerospace and Electronic Systems. ,vol. 51, pp. 2232- 2249 ,(2015) , 10.1109/TAES.2015.130803
Liping Yan, X. Rong Li, Yuanqing Xia, Mengyin Fu, Optimal sequential and distributed fusion for state estimation in cross-correlated noise Automatica. ,vol. 49, pp. 3607- 3612 ,(2013) , 10.1016/J.AUTOMATICA.2013.09.013
Zhi Xiong, Ji-hui Chen, Rong Wang, Jian-ye Liu, A new dynamic vector formed information sharing algorithm in federated filter Aerospace Science and Technology. ,vol. 29, pp. 37- 46 ,(2013) , 10.1016/J.AST.2013.01.006
Allan J. Volponi, Gas Turbine Engine Health Management: Past, Present and Future Trends Journal of Engineering for Gas Turbines and Power-transactions of The Asme. ,vol. 136, pp. 051201- ,(2013) , 10.1115/1.4026126
Bo Chen, Wen-An Zhang, Li Yu, Distributed Finite-Horizon Fusion Kalman Filtering for Bandwidth and Energy Constrained Wireless Sensor Networks IEEE Transactions on Signal Processing. ,vol. 62, pp. 797- 812 ,(2014) , 10.1109/TSP.2013.2294603
Dan Simon, A comparison of filtering approaches for aircraft engine health estimation Aerospace Science and Technology. ,vol. 12, pp. 276- 284 ,(2008) , 10.1016/J.AST.2007.06.002
Yiwen Qi, Wen Bao, Juntao Chang, State-Based Switching Control Strategy with Application to Aeroengine Safety Protection Journal of Aerospace Engineering. ,vol. 28, pp. 04014076- ,(2015) , 10.1061/(ASCE)AS.1943-5525.0000405
Ling Shi, Lihua Xie, Richard M. Murray, Brief paper: Kalman filtering over a packet-delaying network: A probabilistic approach Automatica. ,vol. 45, pp. 2134- 2140 ,(2009) , 10.1016/J.AUTOMATICA.2009.05.018
Luca Schenato, Optimal Estimation in Networked Control Systems Subject to Random Delay and Packet Drop IEEE Transactions on Automatic Control. ,vol. 53, pp. 1311- 1317 ,(2008) , 10.1109/TAC.2008.921012
Bahareh Pourbabaee, Nader Meskin, Khashayar Khorasani, Sensor Fault Detection, Isolation, and Identification Using Multiple-Model-Based Hybrid Kalman Filter for Gas Turbine Engines IEEE Transactions on Control Systems and Technology. ,vol. 24, pp. 1184- 1200 ,(2016) , 10.1109/TCST.2015.2480003