Intelligent Production Industrial Internet Platform Based on Multi-Scale Collaborative Analysis

This platform leverages digital twin technology, focusing on intelligent production as the research subject, aiming to achieve intelligent comprehensive evaluation and supervision of the pork production process. Through digital twin modeling, a three-level performance evaluation model is constructed, encompassing model mapping, behavior mapping, and state mapping, to comprehensively reflect pork production capacity. To address imbalances in the production process, the system introduces an intelligent supervision module, utilizing elastic time windows and dynamic flow matching methods to enhance the robustness of the monitoring system. The entire system includes a big data platform based on 5G transmission technology, an intelligent pig farming model, and a digital twin-based intelligent pork production model, forming a multi-scale collaborative intelligent analysis platform that provides scientific support for improving pork production efficiency.

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Publication Details

Published
2024-09-23
DOI
https://doi.org/10.1109/icedcs64328.2024.00087
Primary Topic
Image Processing and 3D Reconstruction
Type
article
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article

Intelligent Production Industrial Internet Platform Based on Multi-Scale Collaborative Analysis

Xiaowei Huang, Yijun Liu, Qian Zhang
Image Processing and 3D Reconstruction
article

Intelligent Production Industrial Internet Platform Based on Multi-Scale Collaborative Analysis

Xiaowei Huang, Yijun Liu, Qian Zhang
article en

Abstract

This platform leverages digital twin technology, focusing on intelligent production as the research subject, aiming to achieve intelligent comprehensive evaluation and supervision of the pork production process. Through digital twin modeling, a three-level performance evaluation model is constructed, encompassing model mapping, behavior mapping, and state mapping, to comprehensively reflect pork production capacity. To address imbalances in the production process, the system introduces an intelligent supervision module, utilizing elastic time windows and dynamic flow matching methods to enhance the robustness of the monitoring system. The entire system includes a big data platform based on 5G transmission technology, an intelligent pig farming model, and a digital twin-based intelligent pork production model, forming a multi-scale collaborative intelligent analysis platform that provides scientific support for improving pork production efficiency.

Chongqing Technology and Business University (CN), Chongqing University of Science and Technology (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 74%
Image Processing and 3D Reconstruction
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