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A method for detecting abnormal temperature of unit equipment

An anomaly detection and equipment technology, used in thermometers, thermometer applications, computer-aided design, etc., can solve the problems of inability to obtain fitting accuracy, equipment damage, and high equipment operating speed

Active Publication Date: 2020-07-14
CHINA INST OF WATER RESOURCES & HYDROPOWER RES +1
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  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The traditional temperature monitoring alarm value adopts a unified static alarm threshold, which has two defects: (1) The temperature value of the equipment alarms, but it is found that the ambient temperature or the high operating speed of the equipment caused the alarm.
(2) The temperature monitoring value of the equipment has not been alarmed, but the equipment was found to be seriously damaged during the overhaul
However, when applying this method, the model parameter α is usually determined manually, and the best fitting accuracy cannot be obtained.

Method used

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  • A method for detecting abnormal temperature of unit equipment
  • A method for detecting abnormal temperature of unit equipment
  • A method for detecting abnormal temperature of unit equipment

Examples

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Effect test

Embodiment 1

[0126] In this example, the online monitoring data of a wind turbine (rated power: 4MW, generator rated speed: 1600r / min) in a wind farm is used as a sample to verify the effectiveness of the equipment temperature anomaly detection model based on WCA and Shepard interpolation . The ambient temperature of the nacelle in which the wind turbine operates and the rotational speed of the generator determine the operating temperature of the unit equipment inside the nacelle. Due to the continuous conversion of these working condition parameters, the change of the operating temperature of the equipment is extremely complicated, and the equipment cannot be directly obtained from the equipment temperature data. Real health status and its evolution trend. Therefore, the characteristics of the unit equipment are required to establish a sophisticated equipment temperature anomaly detection model that can adapt to changes in the unit's working conditions.

[0127] (1) Select standard sampl...

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Abstract

The invention relates to a method for detecting abnormal temperature of unit equipment, which includes the following steps: (1) Based on the analysis of historical data of unit equipment, an identification model of abnormal temperature state of unit equipment based on WCA and Shepard interpolation is established, wherein the historical data of unit equipment The data includes the temperature status monitoring data of the unit under different environmental factors and operating conditions; (2) Obtain the environmental parameters of the unit equipment under the current working condition, the operating condition parameters and the corresponding measured temperature values, and store the unit under the current working condition The environmental parameters and operating condition parameters of the equipment are input into the abnormal temperature identification model of the unit equipment to obtain the health standard value output by the model; (3) compare the measured temperature value of the unit equipment under the current working condition with the health standard value, and according to the comparison results Determine the temperature operating status of the unit equipment under the current working conditions. The invention can be widely used in the field of abnormal temperature detection of unit equipment.

Description

technical field [0001] The invention relates to a method for detecting abnormal temperature of unit equipment, in particular to a method for detecting abnormal temperature of unit equipment based on Shepard curved surface and water circulation algorithm. Background technique [0002] During the operation of the unit equipment, due to surface friction, heat radiation and electrical reasons, the variation law of the temperature of the unit components is relatively complicated, and it is difficult to establish a mathematical model for it. In order to obtain the operating temperature status and development trend of unit equipment in time and prevent accidents, it is necessary to fully study the influencing factors of temperature parameters and establish a reasonable and reliable temperature anomaly detection model for unit equipment. [0003] The traditional temperature monitoring alarm value adopts a unified static alarm threshold, which has two defects: (1) There is an alarm o...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01K13/00G01K1/02G06F30/20G06F119/08
CPCG01K13/00G01K1/02G06F2119/08G06F30/20
Inventor 安学利付婧郭曦龙
Owner CHINA INST OF WATER RESOURCES & HYDROPOWER RES
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