Design and Application of Experimental Data Management System Integrating Remote Monitoring and Historical Data Analysis
DOI: 10.23977/jeis.2024.090321 | Downloads: 13 | Views: 197
Author(s)
Boyang Liu 1
Affiliation(s)
1 Operation Department, ONUS Global Fulfilment Solutions, Richmond, V6W 1G3, British Columbia, Canada
Corresponding Author
Boyang LiuABSTRACT
In order to solve the problems of scattered data storage, difficult management and low data utilization in ship impact and explosion test, a test data management system integrating remote monitoring and historical data analysis is designed and implemented in this paper. The system adopts the hybrid architecture mode of B/S (browser/server) and C/S (client/server) to give full play to the advantages of the two architectures. VUE, ExtJS, Java, Python and other advanced technical frameworks and programming languages are applied in the system development process to ensure the high efficiency and flexibility of the system. The core function modules of the system include test task scheduling, data storage and management, data analysis, resource allocation, knowledge management and system maintenance. Through these modules, the system not only realizes the systematic management of the test data, but also supports the flexible expansion of the analysis algorithm to adapt to the ever-changing test requirements. The test results show that the system effectively solves the decentralized problem of data storage and management, and significantly improves the standardization and utilization efficiency of data management. The integration of remote monitoring function makes it possible to collect and process real-time data, and at the same time, to conduct in-depth analysis with historical data, which greatly improves the comprehensive application value of data. The implementation of this system has promoted the improvement of the management level of ship impact and explosion test data, and provided strong support for the research and application in related fields.
KEYWORDS
Ship impact explosion test, Test data management system, Remote monitoring, Data analysis, B/SCITE THIS PAPER
Boyang Liu, Design and Application of Experimental Data Management System Integrating Remote Monitoring and Historical Data Analysis. Journal of Electronics and Information Science (2024) Vol. 9: 160-167. DOI: http://dx.doi.org/10.23977/10.23977/jeis.2024.090321.
REFERENCES
[1] Jake C, Stephanie H Lydia, Thom Matt, Thomas Joanna, Sedano Phil, Stephens Gregory, LipSonya Craig. Use of historical remote monitoring data to determine predictors of CPAP non-compliance in patients with OSA[J]. Sleep & breathing, 2023, 27(5): 1899-1908.
[2] Casper B. 378 Revolutionizing occupational hygiene – exploring the future of real-time monitoring, remote control monitoring, and data analysis[J]. Annals of Work Exposures and Health, 2024. DOI:10.1093/annweh/wxae035.004.
[3] Kou Y, Liu Y, Guo W L. Design and Implementation of an Integrated Management System for Backfill Experimental Data [J]. Advances in civil engineering, 2022, 2022(Pt.4):1.1-1.9.
[4] Xiong O, Xu Z, Xu W. Experimental Information Management System, Method, and Scanning Imaging System: WO2021CN136789 [P]. WO2022143080A1[2024-09-13].
[5] Paul T D, Kalaiselvi A, Nagarathinam S. Experimental analysis of women safety management system by using IoT enabled machine learning strategies[J]. IEEE, 2021.
[6] Konak A, Petrosyan A. Scientific Data Management System for the SPD Experiment[J]. Physics of Particles and Nuclei, 2024, 55(3):609-611. DOI:10.1134/S106377962403050X.
[7] Lai Y, Fang X, Han R, et al. Design and key technology of the energy consumption management system for the liquid cooling data center[J]. Energy Science & Engineering, 2023, 11:1284 - 1293.DOI:10.1002/ese3.1387.
[8] Liu H, Song L, Sundarasekar R, et al. Computer Network Data Management Model Based on Edge Computing[J]. International Journal of Reliability, Quality and Safety Engineering, 2024, 31(01). DOI: 10.1142/S0218539323500304.
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