Self-describing semantic data management method supporting panoramic information monitoring of substations

By expanding OWL's syntax and combining machine learning algorithms, semantic ontology modeling of the panoramic information of the substation has been solved, and the problem that the existing technology cannot effectively describe the panoramic information of the substation has been realized. It has effectively described and monitored the association between time series data and ontology instances, providing a complete solution for higher-order semantic applications.

CN116484875BActive Publication Date: 2025-03-25BEIJING SIFANG JIBAO ENG TECH +2
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Patent Information

Application Number
CN202310302178.0
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2023-03-24
Publication Date
2025-03-25
Estimated Expiration
2043-03-24

AI Technical Summary

Technical Problem

The prior art cannot effectively provide complete technical support for the panoramic information of the substation from the semantic level, especially in the correlation between time series data and ontological instances.

Method used

By expanding the syntax of the network ontology language OWL, adding attribute descriptions of object properties, and combining machine learning algorithms to model the panoramic information of the substation to provide self-described semantic data management services.

Benefits of technology

It realizes delicate and comprehensive description of the panoramic information of the substation, enhances the ability to describe the knowledge graph, supports the data monitoring of panoramic information of the substation, and provides complete data processing, ontology modeling and knowledge extraction solutions for advanced semantic applications.

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Abstract

The self-describing semantic data management method supporting the panoramic information monitoring of substations includes combining the semantics of the panoramic information of substations to expand the data type attributes and object attributes of the general network ontology language OWL syntax; using the expanded OWL syntax to model the semantic ontology of the panoramic information of substations, so as to provide the self-describing semantic data management service of the panoramic information of substations and support the data monitoring of the panoramic information of substations. It provides a complete solution for data processing, ontology modeling, knowledge extraction and time series data association for the high-level semantic application of the panoramic information monitoring of substations.
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