Method for establishing transient intelligent monitoring model of system equipment components of nuclear power unit
CN115795847BActive Publication Date: 2026-08-28SUZHOU NUCLEAR POWER RES INST CO LTD +2
Patent Information
- Application Number
- CN202211475598.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-11-23
- Publication Date
- 2026-08-28
- Estimated Expiration
- 2042-11-23
AI Technical Summary
Technical Problem
[0004](1)针对单个监测对象而言,其状态变化次数少,人工积累的经验少,传感器采集的数据少,无法形成可直接使用的知识、技能
Benefits of technology
[0043]实施本发明的核电机组的系统设备部件瞬态智能监测模型的建立方法,具有以下有益效果:包括以下步骤:确定瞬态智能监测模型的模型测量点;获取模型测量点的训练数据;计算各个模型测量点的预测值;根据预测值设置瞬态智能监测模型的报警阈值;设置瞬态智能监测模型的采样周期,以完成瞬态智能监测模型的建立。本发明的瞬态智能监测模型可以准确识别监测对象在状态变化过程中的状态偏差;另外,本发明所建立的瞬态智能监测模型将数据信息转化为测量点信息,将所需的训练数据样本量有效降低。而且,本发明利用故障模式数据建立核电机组的系统设备部件的瞬态监测模型,可以避免只对单个监测对象进行监测导致的数据少、无法直接使用的问题。
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Abstract
The present application relates to a method for establishing a transient intelligent monitoring model of a system equipment component of a nuclear power unit, comprising the following steps: determining model measurement points of the transient intelligent monitoring model; obtaining training data of the model measurement points; calculating predicted values of each model measurement point; setting an alarm threshold of the transient intelligent monitoring model according to the predicted values; setting a sampling period of the transient intelligent monitoring model, so as to complete establishment of the transient intelligent monitoring model. The transient intelligent monitoring model can accurately identify state deviation of a monitoring object in a state change process. In addition, the transient intelligent monitoring model established by the present application converts data information into measurement point information, effectively reducing the required training data sample size. Furthermore, the present application uses fault mode data to establish a transient monitoring model of a system equipment component of a nuclear power unit, which can avoid the problem of less data and inability to be directly used caused by monitoring only a single monitoring object.
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Citation Information
Patent Citations
Nuclear power plant equipment state online intelligent monitoring method and computer terminal
CN112668870A