风险模型的更新方法、装置及设备
By automatically acquiring the latest version of the model from edge devices and accurately updating the necessary risk sub-models, the problem of low update efficiency caused by the increase in the number of edge devices at oil and gas field production sites has been solved, and efficient risk model updates have been achieved.
CN122411979APending Publication Date: 2026-07-17RICHFIT INFORMATION TECH +1
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Patent Information
- Application Number
- CN202510079128.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-01-17
- Publication Date
- 2026-07-17
AI Technical Summary
Technical Problem
At oil and gas field production sites, as the number of edge devices increases, existing technologies require a large amount of operation and maintenance resources to update risk models, resulting in inefficiency.
Method used
The edge device sends heartbeat information to the management platform server to obtain the latest version model, determines whether to upgrade the risk model, and only updates the necessary risk sub-models. The token bucket of the management platform server is used to control the concurrency and achieve automated updates.
Benefits of technology
It reduces network resource consumption and data transmission volume, improves model update efficiency, and lowers operation and maintenance costs.
✦ Generated by Eureka AI based on patent content.
Smart Images
Figure CN122411979A_ABST
Abstract
本申请实施例公开了一种风险模型的更新方法、装置及设备，属于设备远程更新领域。该方法包括：响应于对目标边缘设备的启动操作，向管理平台服务器发送心跳信息；在接收到管理平台服务器返回的响应信息的情况下，基于响应信息携带的目标版本型号和目标边缘设备安装的风险模型的当前版本型号，判断是否对风险模型的模型版本进行升级；在确定对风险模型的模型版本进行升级的情况下，基于目标版本型号的风险模型包括的多个风险子模型和多个风险子模型的版本型号，依次对当前版本型号的风险模型包括的多个风险子模型进行更新。上述技术方案在实现风险模型的自动更新的同时，最大限度地减少了网络资源消耗，从而提高了模型更新效率。
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