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Device portrait free creation system and method

A technology of equipment and portrait, applied in the field of equipment portrait free creation system, achieves the effect of reducing complexity, calculating numerical value accurately, and solving the problem of equipment portrait construction

Pending Publication Date: 2022-03-01
山东衡昊信息技术有限公司
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AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present invention provides a system and method for freely creating device portraits, which solves the technical problem of the equipment portrait system that can only be applied in a specific application scenario in the prior art, and realizes the uncertainties in the data model and business application model. The technical effect of the equipment portrait system constructed in real time

Method used

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  • Device portrait free creation system and method
  • Device portrait free creation system and method
  • Device portrait free creation system and method

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Embodiment Construction

[0034] The embodiment of the present invention provides a system and method for freely creating device portraits, which solves the technical problem of the equipment portrait system that can only be applied in a specific application scenario in the prior art, and realizes the uncertainties in the data model and business application model. The device portrait constructed in real time achieves the technical effects of "thousand machines and thousands of faces" (different portraits for different devices) and "thousand views and thousands of faces" (different portraits for different business application scenarios). The general idea is as follows:

[0035] When adding a device, the device is pre-processed. The pre-processing means that when the added device is a new device, the daily data and work data of the added device are collected and analyzed to obtain the complete label of the device, and the device features are extracted to build a portrait model. And add the built portrait ...

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Abstract

The invention provides an equipment portrait free creation system and method, and the method comprises the steps: constructing an equipment function model through employing the equipment working efficiency, the error rate and the equipment static performance parameters; a six-dimensional recommendation model is constructed to carry out equipment labeling, equipment label preference score, equipment label weight and equipment label weight score combination on equipment in a formulated scene, and after a constructed matrix is processed through matrix decomposition, a matching factor is introduced to carry out equipment labeling and equipment label weight score combination. The technical problem that in the prior art, an equipment portrait system can only be applied in a certain specific application scene is solved, and the technical effect of constructing the equipment portrait system when the data model and the service application model are uncertain is achieved.

Description

technical field [0001] The present invention relates to the technical fields of the Internet of Things and artificial intelligence, in particular to a system and method for freely creating equipment portraits. Background technique [0002] In the Internet of Things era where everything is connected, intelligent applications involving equipment, such as equipment status prediction and early warning, personalized policy control, and additional services, all need to be carried out based on equipment portraits. Therefore, the performance of the equipment portrait system directly determines the intelligence. The quality of the application. [0003] In the prior art, the user portrait system can establish user portraits according to the usage habits of system users, and then carry out marketing and promotion according to the user portraits, and has achieved good application effects. However, the user portrait system focuses on "people", and is mainly used to discover the preferen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06F16/18G06F17/16
CPCG06F16/9535G06F17/16G06F16/1815
Inventor 江晓王聿隽陈泽清
Owner 山东衡昊信息技术有限公司
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