Research on multi-source heterogeneous data fusion system based on device object model

The effective fusion of data from multi-source heterogeneous automation subsystems in coal mines is a current industry problem. Problems such as inconsistent equipment models and inconvenient collection and configuration need to be solved urgently. Analyze the main electromechanical equipment and attribute information of the mine, establish a unified equipment object model, and develop equipment sensor monitoring data configuration systems for multiple protocols such as PLC, OPC, and TCP. It has functions such as online visualization configuration of equipment object attribute information, autonomous selection of collection protocols, and adaptive configuration of distributed parsing services. According to the on-site application table, the system has improved the efficiency of data fusion collection, reduced the difficulty of operation and maintenance, and accelerated the progress of intelligent mine construction, which has certain reference value.

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Publication Details

Journal
ITM Web of Conferences
Published
2025-01-01
DOI
https://doi.org/10.1051/itmconf/20257701025
Primary Topic
Advanced Decision-Making Techniques
Type
article
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article

Research on multi-source heterogeneous data fusion system based on device object model

Yunqi Chen
ITM Web of Conferences
Advanced Decision-Making Techniques
article

Research on multi-source heterogeneous data fusion system based on device object model

Yunqi Chen
article en

Abstract

The effective fusion of data from multi-source heterogeneous automation subsystems in coal mines is a current industry problem. Problems such as inconsistent equipment models and inconvenient collection and configuration need to be solved urgently. Analyze the main electromechanical equipment and attribute information of the mine, establish a unified equipment object model, and develop equipment sensor monitoring data configuration systems for multiple protocols such as PLC, OPC, and TCP. It has functions such as online visualization configuration of equipment object attribute information, autonomous selection of collection protocols, and adaptive configuration of distributed parsing services. According to the on-site application table, the system has improved the efficiency of data fusion collection, reduced the difficulty of operation and maintenance, and accelerated the progress of intelligent mine construction, which has certain reference value.

ITM Web of ConferencesVol. 77
China Coal Technology and Engineering Group Corp (China) (CN)
Openalex Percentile: Top 77%
Advanced Decision-Making Techniques
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Research on multi-source heterogeneous data fusion system based on device object model — Yunqi Chen · ITM Web of Conferences (2025) | TGRS Research Map | TGRS