A Protocol Implementation of Uploading Data on Real Time

In recent years, the development of the Internet of Things and AI technology has enabled enterprises to maximize production benefits through data analysis. The correctness of data is very important in the process of AI training models. In the field of industrial manufacturing, the manufacturing and...

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Bibliographic Details
Published in2023 5th International Conference on Computer Communication and the Internet (ICCCI) pp. 73 - 82
Main Authors Liu, Che-Yu, Chen, Yen-Jen
Format Conference Proceeding
LanguageEnglish
Published IEEE 23.06.2023
Subjects
Data analysis
Data models
Hardware
Internet of Things
Modbus
Production
Protocols
Real-time systems
timestamp
Training
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Summary:In recent years, the development of the Internet of Things and AI technology has enabled enterprises to maximize production benefits through data analysis. The correctness of data is very important in the process of AI training models. In the field of industrial manufacturing, the manufacturing and control data of manufacturing equipment are directly or indirectly related to time. In the process of data acquisition, the choice of time source directly affects the results. This study analyzes the reasons that affect the data time, and considers the use of different communication architectures and hardware, proposed the method of extending Modbus, designed Modbus Time for the retrieval time of the transmitted data, the experimental results showed whether the data has the influence of Timestamp on the data, and analyzed the problems caused by the time source of the data.
ISSN:2833-2350
DOI:10.1109/ICCCI59363.2023.10210181