Systems Health Monitoring and Management within the Internet of Things

被引:0
|
作者
Pecht, Michael [1 ]
机构
[1] Univ Maryland, CALCE, College Pk, MD 20742 USA
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
Systems health monitoring is a method within the concepts of the Internet of Things, which permits the assessment of a system under its actual application conditions. It integrates sensor data with models that enable in-situ assessment of the "health" (e.g. deviation or degradation) of a system from an expected normal operating condition and also predicts the future state of the system based on current and historic conditions. This presentation discusses some methods used for anomaly detection and prognostics, including the monitoring and reasoning of parameters that are precursors to impending "failure", such as shifts in performance parameters; and the modeling of stress and degradation utilizing life cycle loads. Various examples of actual implementation methods and results are given.
引用
收藏
页数:1
相关论文
共 50 条
  • [21] Geometric Monitoring in Action: a Systems Perspective for the Internet of Things
    Stylianopoulos, Charalampos
    Almgren, Magnus
    Landsiedel, Olaf
    Papatriantafilou, Marina
    PROCEEDINGS OF THE 2018 IEEE 43RD CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN), 2018, : 433 - 436
  • [22] Monitoring and Control of Cyberphysical Systems: An Internet of Things Application
    Lopez-Araujo, Daniela J.
    Luis Avila-Alonso, Jose
    Alvarez-Jarquin, Nohemi
    2019 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC 2019), 2019,
  • [23] Review of Monitoring and Control Systems Based on Internet of Things
    Witczak, Dawid
    Szymoniak, Sabina
    APPLIED SCIENCES-BASEL, 2024, 14 (19):
  • [24] Internet of Things applied to Aquifer Monitoring Systems: A survey
    Paola Patricia, Ariza-Colpas
    Sanchez-Moreno, Hernando Alberto
    Marlon Alberto, Pineres-Melo
    Roberto Cesar, Morales-Ortega
    Ayala-Mantilla, Cristian Eduardo
    Villate-Daza, Diego Andres
    Emiro, De-la Hoz-Franco
    Carlos Andres, Collazos-Morales
    11TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT) / THE 3RD INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40) / AFFILIATED WORKSHOPS, 2020, 170 : 1090 - 1095
  • [25] Device Clustering for Fault Monitoring in Internet of Things Systems
    Zhou, Sen
    Lin, Kwei-Jay
    Shih, Chi-Sheng
    2015 IEEE 2ND WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2015, : 228 - 233
  • [26] HEALTH MONITORING AND MANAGEMENT SYSTEM IN PLATFORM SPORTS TOURISM BASED ON CELL PHONES AND INTERNET OF THINGS
    Fu, Taishan
    REVISTA BRASILEIRA DE MEDICINA DO ESPORTE, 2023, 29
  • [27] Edge Computing Based Healthcare Systems: Enabling Decentralized Health Monitoring in Internet of Medical Things
    Dong, Peiran
    Ning, Zhaolong
    Obaidat, Mohammad S.
    Jiang, Xin
    Guo, Yi
    Hu, Xiping
    Hu, Bin
    Sadoun, Balqies
    IEEE NETWORK, 2020, 34 (05): : 254 - 261
  • [28] Internet of Things (IoT) for masonry structural health monitoring (SHM): Overview and examples of innovative systems
    Scuro, C.
    Lamonaca, F.
    Porzio, S.
    Milani, G.
    Olivito, R. S.
    CONSTRUCTION AND BUILDING MATERIALS, 2021, 290
  • [29] Internet of Things for In-Home Health Monitoring Systems: Current Advances, Challenges and Future Directions
    Philip, Nada Y.
    Rodrigues, Joel J. P. C.
    Wang, Honggang
    Fong, Simon James
    Chen, Jia
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (02) : 300 - 310
  • [30] Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook
    Santos, Marcus A. G.
    Munoz, Roberto
    Olivares, Rodrigo
    Reboucas Filho, Pedro P.
    Del Ser, Javier
    de Albuquerque, Victor Hugo C.
    INFORMATION FUSION, 2020, 53 : 222 - 239