Parametric uncertainty in sensor fault detection for a turbofan jet engine

被引:0
|
作者
Johansson, A [1 ]
Norlander, T [1 ]
机构
[1] Lulea Univ Technol, Control Engn Grp, SE-97187 Lulea, Sweden
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A method for detecting sensor faults in a turbofan engine is presented. The proposed method consists of an observer with integral action and an adaptive detection threshold. The threshold is computed with the assumption of parametric uncertainty in the process model. Successful simulations with sensor data from an RM12 jet engine shows that the method is capable of detecting even a very small increase in sensor noise promptly without generating false alarms.
引用
收藏
页码:1950 / 1955
页数:6
相关论文
共 50 条
  • [1] Fault detection of jet engine heat sensor
    Wachulec, Malgorzata
    Luckner, Marcin
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KSE 2021), 2021, 192 : 844 - 852
  • [2] TURBOFAN ENGINE DEMONSTRATION OF SENSOR FAILURE-DETECTION
    MERRILL, WC
    DELAAT, JC
    ABDELWAHAB, M
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1991, 14 (02) : 337 - 349
  • [3] Maintenance decision method of a turbofan engine based on fault detection
    Zhang Y.-S.
    Wu C.
    Tang H.-L.
    Lin J.
    Hao M.
    Hangkong Dongli Xuebao/Journal of Aerospace Power, 2017, 32 (01): : 82 - 88
  • [4] ROBUST FAULT-DETECTION OF JET ENGINE SENSOR SYSTEMS USING EIGENSTRUCTURE ASSIGNMENT
    PATTON, RJ
    CHEN, J
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1992, 15 (06) : 1491 - 1497
  • [5] Analysis of a turbofan engine using a parametric loop
    Dislitas, Ayse Nur
    Ceper, Bilge Albayrak
    Yildiz, Melih
    AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2024, 96 (01): : 121 - 128
  • [6] Fault Detection for Aircraft Turbofan Engine Using a Modified Moving Window KPCA
    Sun, Hao
    Guo, Yingqing
    Zhao, Wanli
    IEEE ACCESS, 2020, 8 : 166541 - 166552
  • [7] Fault detection for wheeled mobile robots with parametric uncertainty
    Dixon, WE
    Walker, ID
    Dawson, DM
    2001 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS PROCEEDINGS, VOLS I AND II, 2001, : 1245 - 1250
  • [8] Demonstration of a Packaged Capacitive Pressure Sensor System Suitable for Jet Turbofan Engine Health Monitoring
    Scardelletti, Maximilian C.
    Jordan, Jennifer L.
    Meredith, Roger D.
    Harsh, Kevin
    Pilant, Evan
    Ursey, Michael W.
    Beheim, Glenn M.
    Hunter, Gary W.
    Zorman, Christian A.
    2016 IEEE 66TH ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE (ECTC), 2016, : 877 - 888
  • [9] Development of a Predictive Tool for the Parametric Analysis of a Turbofan Engine
    Ahmed, Zara
    Sohail, Muhammad Umer
    Javed, Asma
    Swati, Raees Fida
    APPLIED SCIENCES-BASEL, 2023, 13 (19):
  • [10] An integrated approach for aircraft turbofan engine fault detection based on data mining techniques
    Gharoun, Hassan
    Keramati, Abbas
    Nasiri, Mohammad Mahdi
    Azadeh, Ali
    EXPERT SYSTEMS, 2019, 36 (02)