Pumping unit operation state detection method based on optimization algorithm
CN119531841APending Publication Date: 2025-02-28PETROCHINA CO LTD
Patent Information
- Application Number
- CN202311100509.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2023-08-29
- Publication Date
- 2025-02-28
AI Technical Summary
Technical Problem
The prior art is difficult to detect the operating status of the oil pump in real time and accurately, resulting in power distribution system failure and equipment damage, affecting production activities.
Method used
The operation status detection method of the oil pump is adopted based on the optimization algorithm. By collecting historical data, using the clustering algorithm to classify data, training the status monitoring model, and judging the operation status of the oil pump.
Benefits of technology
It realizes rapid and convenient acquisition of the operating status of the oil pump, improves the accuracy and efficiency of detection, and reduces equipment damage and production impacts.
✦ Generated by Eureka AI based on patent content.
Smart Images
Figure CN119531841A_ABST
Abstract
The invention aims to disclose a pumping unit operation state detection method based on an optimization algorithm, and the method comprises the steps: classifying data in a data set through a clustering algorithm, naming different classifications through different states of a pumping unit, training the classified operation data set through a model, and obtaining a state detection model, the current operation data are substituted into the state detection model, the current state type of the oil pumping unit is judged through the state detection model, the operation state of the oil pumping unit can be rapidly obtained, a user does not need to obtain the operation state of the oil pumping unit in a manual well patrol mode, the operation is rapid and convenient, and the operation efficiency is improved through the state detection model. The operation state of the oil pumping unit can be obtained more accurately, an operator can judge the state of the oil pumping unit more accurately according to the result, and the anti-risk capacity of the oil pumping unit is improved.
Need to check novelty before this filing date? Find Prior Art
Citation Information
Patent Citations
Bulldozer power assembly fault diagnosis system construction method and device based on clustering
CN107831711A
Rod pumped well fault diagnosis method and system based on residual neural network
CN112949196A
Screw pump well working condition intelligent diagnosis method based on deep learning
CN114718861A
Method and apparatus for detecting out-of-range conditions in power generation equipment operations
CN1763479A
Global model for failure prediction for artificial lift systems
US20140244552A1