An Overview of the State of the Art in Aircraft Prognostic and Health Management Strategies

被引:17
|
作者
Kordestani, Mojtaba [1 ]
Orchard, Marcos E. [2 ]
Khorasani, Khashayar [3 ]
Saif, Mehrdad [1 ]
机构
[1] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
[2] Univ Chile, Dept Elect & Comp Engn, Santiago 8370451, Chile
[3] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Aircraft; Aircraft propulsion; Prognostics and health management; Turbines; Maintenance engineering; Safety; Fault diagnosis; Aircraft system; failure prognostic; fault detection and isolation (FDI); fault diagnosis; prognostic and health management (PHM); remaining useful life (RUL); REMAINING USEFUL LIFE; FAULT-DETECTION; NEURAL-NETWORK; DATA-DRIVEN; NONLINEAR-SYSTEMS; KALMAN FILTER; PREDICTION; MODEL; DIAGNOSIS; ENSEMBLE;
D O I
10.1109/TIM.2023.3236342
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Aircraft are complex engineering systems composed of many interconnected subsystems with possible uncertainties in their structure. They often function for a long number of flight hours under varying or harsh environments. Hence, prognostic and health management (PHM) of critical subsystems or components within the overall system is crucial for maintaining the safety and reliability of the aircraft. This article reviews the state of the art in aircraft failure prognostic. The main definitions and concepts are presented and discussed. In addition, a selected important failure in the representative aircraft components is outlined, and various categories of prognostic strategies are reviewed. Finally, some recommendations and directions for the most promising research to address the PHM problem in aircraft are outlined.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Reading strategies - state of art
    Pilegi Rodrigues, Silvia de Fatima
    EDUCAR EM REVISTA, 2018, 34 (72) : 111 - 130
  • [32] State of the art in hormonal contraception: An overview
    Mishell, DR
    AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2004, 190 (04) : S1 - S4
  • [33] Porcine Coronaviruses: Overview of the State of the Art
    Turlewicz-Podbielska, Hanna
    Pomorska-Mol, Malgorzata
    VIROLOGICA SINICA, 2021, 36 (05) : 833 - 851
  • [34] Overview of audiology in Brazil: State of the art
    Russo, ICP
    AUDIOLOGY, 2000, 39 (04): : 202 - 206
  • [35] Porcine Coronaviruses: Overview of the State of the Art
    Hanna Turlewicz-Podbielska
    Ma?gorzata Pomorska-Mól
    Virologica Sinica, 2021, 36 (05) : 833 - 851
  • [36] Interlingua: a-state-of-the-art overview
    Zapata, Carlos
    Benitez, Servio
    REVISTA FACULTAD DE INGENIERIA-UNIVERSIDAD DE ANTIOQUIA, 2009, (47): : 117 - 128
  • [37] Fibromyalgia: state-of-the-art overview
    Choy, Ernest H.
    CLINICAL AND EXPERIMENTAL RHEUMATOLOGY, 2019, 37 (01) : S117 - S117
  • [38] An overview of the state of the art in software architecture
    Perry, DE
    PROCEEDINGS OF THE 1997 INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, 1997, : 590 - 591
  • [39] Abstractive summarization: An overview of the state of the art
    Gupta, Som
    Gupta, S. K.
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 121 : 49 - 65
  • [40] State of the art in subtotal cholecystectomy: An overview
    Ramirez-Giraldo, Camilo
    Torres-Cuellar, Andres
    Van-Londono, Isabella
    FRONTIERS IN SURGERY, 2023, 10