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Industrial Big Data Fault Diagnosis and Predictive Maintenance Scheme Based on Data Science

Yingchuang Ma, Qi Liu

Abstract


Industrial Big Data Fault Diagnosis and Predictive
Maintenance Scheme Based on Data Science

Keywords


Industrial big data; Fault diagnosis; Predictive maintenance; Machine learning; Edge computing; Remaining service life

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References


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[2] A Fault Diagnosis Method for Refrigeration and Air Conditioning Systems Based on Knowledge Data Representation [J]. Journal of

Chemical Industry, 2022(07):2022-07-02.

[3] Design and Implementation of Data Acquisition and KPI Reporting in Smart Factories under Industry 4.0 [J]. Ouyang Feifei. Changjiang

Information & Communication, 2021(11).

[4] Fault location method of industrial data acquisition system based on hierarchical diagnosis[J]. Zhuang Zidan. Information and Computer. 2025, 37(20):42-44.

[5] Intelligent Q&A Model for Troubleshooting Natural Gas Compressors Based on Multimodal Knowledge Graph [J]. Liu Pengtao, Jiang

Guihua, Li Ning, Liu Wenhua, Ding Qi. Natural Gas Technology and Economics. 2025, 19(04):15-21.




DOI: http://dx.doi.org/10.70711/aitr.v3i5.8358

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