Wireless Sensor Network Powered with Data Analytics for Small Hydro Reliability Enhancement

被引：0
|
作者：
Ravet, Fabien [1 ]
Nicoulaz, Didier [1 ]
Jacquat, Yvan [1 ]
Morier, Cedric [2 ]
Andre, Nicolas [2 ]
机构：
[1] Gradesens SA, Fribourg, Switzerland
[2] SEFA, Aubonne, Switzerland
来源：
2023 IEEE SENSORS | 2023年
关键词：
Wireless Sensor Network; MEMS; Condition Monitoring; Predictive Maintenance; Digital Twins; Power Generators;
D O I：
10.1109/SENSORS56945.2023.10325097
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
A monitoring solution aiming at improving the reliability of power generators is introduced. The monitoring combines vibration and temperature measurements from a wireless sensor network with production and environment data. The dataset is used to build digital twins of the condition parameters of the turbine. Preliminary results of the monitoring of the turbine of a small hydro generation facility are presented. After the learning period, the monitoring phase show a good agreement between condition parameters prediction and measurements.
引用
收藏
页数：4
相关论文
共 50 条
  • [41] Data Deduplication in Wireless sensor network
    Jasmin, M.
    Philomina, S.
    JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES, 2019, : 275 - 285
  • [42] Design of Software and Data Analytics for Self-powered Wireless IoT Devices
    Cenkeramaddi, Linga Reddy
    Goyal, Ashish
    Bhuria, Asheesh
    Srinivas, M. B.
    Soumya, J.
    2018 IEEE 4TH INTERNATIONAL SYMPOSIUM ON SMART ELECTRONIC SYSTEMS (ISES 2018), 2018, : 118 - 123
  • [43] Adaptive Forward Error Correction Scheme to Improve Data Reliability in Solar-powered Wireless Sensor Networks
    Jung, Jongwug
    Kang, Minjae
    Yoon, Ikjune
    Noh, Dong Kun
    2016 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND SECURITY (ICISS), 2014, : 95 - 98
  • [44] Mobile Big Data Analytics for Human Behavior Recognition in Wireless Sensor Network Based on Transfer Learning
    Cui, Zhexiong
    Ren, Jie
    JOURNAL OF INTERCONNECTION NETWORKS, 2023, 24 (Supp01)
  • [45] Analyzing the Reliability of Group Transmission in Wireless Sensor Network
    Wen, Hao
    Yang, Hongkun
    Lin, Chuang
    Ren, Fengyuan
    Yue, Yao
    Zhou, Jia
    GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
  • [46] A Study on the Reliability of Software Defined Wireless Sensor Network
    Lu, Yulin
    Huang, Xin
    Huang, Baichuan
    Xu, Weiwen
    Zhang, Qian
    Xu, Ruiyang
    Liu, Dawei
    2015 IEEE INTERNATIONAL CONFERENCE ON SMART CITY/SOCIALCOM/SUSTAINCOM (SMARTCITY), 2015, : 129 - 134
  • [47] Reliability of Wireless Sensor Network: Hotspot and Critical Challenges
    Yao, Nan
    Wang, Shaoping
    Shang, Yaoxing
    Shi, Jian
    2012 10TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2012, : 1262 - 1266
  • [48] A UAV-Aided Data Collection for Wireless Powered Sensor Network over Rician Fading Channels
    Shen, Tianji
    Ochiai, Hideki
    2019 16TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2019,
  • [49] Wireless Sensor Sequence Data Model for Smart Home and IoT Data Analytics
    Suryadevara, Nagender Kumar
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS, ICCII 2016, 2017, 507 : 441 - 447
  • [50] Enhancement of energy conservation technologies in wireless sensor network
    Thayananthan, Vijey
    Alzranhi, Ahmed
    9TH INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND COMMUNICATIONS (FNC'14) / THE 11TH INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS AND PERVASIVE COMPUTING (MOBISPC'14) / AFFILIATED WORKSHOPS, 2014, 34 : 79 - 86
12345