A Review of Prognostics and Health Monitoring Techniques for Autonomous Ocean Systems

被引：0
|
作者：
Wald, Randall [1 ]
Khoshgoftaar, Taghi M. [1 ]
Beaujean, Pierre-Philippe [1 ]
Sloan, John C. [1 ]
机构：
[1] Florida Atlantic Univ, Boca Raton, FL 33431 USA
来源：
16TH ISSAT INTERNATIONAL CONFERENCE ON RELIABILITY AND QUALITY IN DESIGN | 2010年
关键词：
prognostics and health monitoring; machine condition monitoring; autonomous ocean systems; neural networks; RESIDUAL LIFE; MODEL;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Prognostics and health monitoring (PHM) is an important and growing focus in the design and maintenance of complex systems. It is being applied to a wide range of problems, from industrial machines to avionics systems to batteries. In this paper, we review existing work in the context of a novel application: repair and maintenance of autonomous ocean systems, one example being a fleet of ocean turbines. Various approaches to PHM are considered, including model- and data-driven techniques as well as hybrid strategies.
引用
收藏
页码：308 / 313
页数：6
相关论文
共 50 条
  • [31] A review on diagnostics and prognostics of rotary systems
    Mahalik, NP
    Lee, SK
    IETE TECHNICAL REVIEW, 2005, 22 (02) : 151 - 160
  • [32] Prognostics and Health Management: Methodologies & Soft Computing Techniques
    Shrikhande S.V.
    Varde P.V.
    Datta D.
    Lecture Notes in Mechanical Engineering, 2016, : 213 - 227
  • [33] Ocean water quality monitoring using remote sensing techniques: A review
    Mohseni, Farzane
    Saba, Fatemeh
    Mirmazloumi, S. Mohammad
    Amani, Meisam
    Mokhtarzade, Mehdi
    Jamali, Sadegh
    Mahdavi, Sahel
    MARINE ENVIRONMENTAL RESEARCH, 2022, 180
  • [34] CANARIES DEVELOPMENT VIA COMBINATORIAL MATERIALS SCIENCE TECHNIQUES FOR PROGNOSTICS AND HEALTH MANAGEMENT IN ELECTRONICS SYSTEMS
    Aguilo, Pedro O. Quintero
    Valentin, Ricky
    Valencia, Pablo Caceres
    PROCEEDINGS OF THE ASME CONFERENCE ON SMART MATERIALS, ADAPTIVE STRUCTURES AND INTELLIGENT SYSTEMS, 2010, VOL 2, 2010, : 761 - 768
  • [35] Accelerated Aging Experiments for Capacitor Health Monitoring and Prognostics
    Kulkarni, Chetan S.
    Celaya, Jose R.
    Biswas, Gautam
    Goebel, Kai
    2012 IEEE AUTOTESTCON PROCEEDINGS, 2012, : 356 - 361
  • [36] Structural Health Monitoring: Advanced Sensing, Diagnostics and Prognostics
    Li, Bing
    Li, Yongbo
    Noman, Khandaker
    SENSORS, 2025, 25 (05)
  • [37] A Review of Post-Prognostics Decision-Making in Prognostics and Health Management
    Bougacha, Omar
    Varnier, Christophe
    Zerhouni, Noureddine
    INTERNATIONAL JOURNAL OF PROGNOSTICS AND HEALTH MANAGEMENT, 2020, 11 (02)
  • [38] Experimental Monitoring Data for Prognostics and Health Management of MEMS
    Skima, Haithem
    Medjaher, Kamal
    Varnier, Christophe
    Zerhouni, Noureddine
    2017 4TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2017, : 55 - 60
  • [39] A Big Data Framework for Spacecraft Prognostics and Health Monitoring
    Zhang, Xiao
    Wu, Panfeng
    Tan, Chao
    2017 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-HARBIN), 2017, : 1079 - 1085
  • [40] Particle filter based hybrid prognostics for health monitoring of uncertain systems in bond graph framework
    Jha, Mayank Shekhar
    Dauphin-Tanguy, G.
    Ould-Bouamama, B.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2016, 75 : 301 - 329
12345