Piezoelectrics & Acoustooptics, Volume. 47, Issue 3, 451(2025)

Health Status Evaluation of an Inertial Navigation System Based on Knowledge and Data Fusion

LI Shuanzhu1, ZHAO Yanyan2, YUAN Xulong1, and LI Can3
Author Affiliations
  • 1Shandong Huali Electromechanical Co.,Ltd.,Jining 272500,China
  • 2Shanshan Simanco Technology Co.,Ltd.,Jining 272500,China
  • 3Rocket Force University of Engineering,Xi’an 710025,China
  • show less
    References(11)

    [4] [4] FENG Zhichao,HE Wei,ZHOU Zhijie,et al. A new safety assessment method based on belief rule base with attribute reliability[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(11):1774-1785.

    [7] [7] FAN Shiqi,BLANCO-DAVIS E,YANG Zaili,et al. Incorporation of human factors into maritime accident analysis using a data-driven Bayesian network[J]. Reliability Engineering & System Safety,2020,203:107070.

    [8] [8] FENG Zhichao,ZHOU Zhijie,HU Changhua,et al. A new belief rule base model with attribute reliability[J]. IEEE Transactions on Fuzzy Systems,2019,27(5):903-916.

    [9] [9] CHENG Chao,WANG Jiuhe,ZHOU Zhijie,et al. A BRB-based effective fault diagnosis model for high-speed trains running gear systems[J]. IEEE Transactions on Intelligent Transportation Systems,2022,23(1):110-121.

    [10] [10] NIMMY S F,HUSSAIN O K,CHAKRABORTTY R K,et al. An optimized Belief-Rule-Based(BRB)approach to ensure the trustworthiness of interpreted time-series decisions[J]. Knowledge-Based Systems,2023,271:110552.

    [11] [11] HAN Peng,ZHAO Boying,HE Wei,et al. An interpretable BRB model with interval optimization strategy for lithium battery capacity prediction[J]. Energy Science & Engineering,2023,11(6):1945-1959.

    [12] [12] ZHOU Zhijie,HU Changhua,HU Guanyu,et al. Hidden behavior prediction of complex systems under testing influence based on semiquantitative information and belief rule base[J]. IEEE Transactions on Fuzzy Systems,2015,23(6):2371-2386.

    [13] [13] XIAO Fuyuan. CEQD:a complex mass function to predict interference effects[J]. IEEE Transactions on Cybernetics,2022,52(8):7402-7414.

    [14] [14] CHANG Leilei,XU Xiaojian,LIU Zhunga,et al. BRB prediction with customized attributes weights and tradeoff analysis for concurrent fault diagnosis[J]. IEEE Systems Journal,2021,15(1):1179-1190.

    [16] [16] WANG Guozhu,CUI Yiwen,WANG Jie,et al. A novel method for detecting advanced persistent threat attack based on belief rule base[J]. Applied Sciences,2021,11(21):98-109.

    [17] [17] CHANG Leilei,ZHANG Limao,FU Chao,et al. Transparent digital twin for output control using belief rule base[J]. IEEE Transactions on Cybernetics,2022,52(10):10364-10378.

    Tools

    Get Citation

    Copy Citation Text

    LI Shuanzhu, ZHAO Yanyan, YUAN Xulong, LI Can. Health Status Evaluation of an Inertial Navigation System Based on Knowledge and Data Fusion[J]. Piezoelectrics & Acoustooptics, 2025, 47(3): 451

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Apr. 24, 2025

    Accepted: --

    Published Online: Jul. 11, 2025

    The Author Email:

    DOI:10.11977/j.issn.1004-2474.2025.03.007

    Topics