On Defect Grading for the Relay Protection Devices Based
Secondly, the vectorization text of relay protection devices defect is formed; combined with TF-IDF assignment method, and then, the relay protection devices defect grading models based on
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Frontiers | Strategy for evaluating the status of relay
The original unstructured record data of relay protection device defects may pose challenges for data mining due to a lack of quantitative assessment.
(PDF) On Defect Grading for the Relay Protection Devices
Based on the text record of defects of RPDs in a regional power grid and the defect text dictionary, this paper analyses the defect grading method with Term Frequency-Inverse Document...
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Data Dependence Analysis for Defects Data of Relay
Based on 7-years defect data of RPDs in SGCC, this paper discovers the association rules (ARs) of defect data based on the Apriori algorithm. In
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Visio lets you transform complicated text and tables that are hard to understand into visual diagrams that communicate information at a glance. There are many kinds of Visio diagrams, including organization
Design of an adaptive identification method for faulty operating states
The experimental results demonstrate that the proposed method accurately identifies faulty operation states in relay protection devices and exhibits adaptability to power systems of
Frontiers | Strategy for evaluating the status of relay protection
The new generation of intelligent substations has achieved online monitoring functions for secondary equipment, making some state variables of relay protection equipment become
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Staff View: A quality evaluation method for the unstructured defect
The original unstructured record data for the defect of the relay protection devices (RPDs) may contain problems influencing the data mining, and it is lack of quantitative evaluation.
Defect Prediction of Relay Protection Systems Based on LSSVM-BNDT
Accurate and robust defect diagnosis methods of relay protection systems could enhance power systems safety and prevent casualties. It is challenging for traditional defect diagnosis
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Reliability Analysis and Improvement Strategies of Microcomputer Relay
This research not only enhances the understanding of potential failure modes of relay protection devices, but also provides strategic support for improving the overall stability of power
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Data Dependence Analysis for Defects Data of Relay Protection Devices
The analysis results show that the Apriori method can effectively reveal the hidden information in the defect data, such as the ARs between the vulnerable parts of RPDs, defect causes and other factors.
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Intelligent diagnosis method of relay protection defects based on
The healthy and reliable operation of relay protection devices is of great significance for improving the safe and stable operation of the power grid. Defect analysis of relay protection devices relies on
Design of an adaptive identification method for faulty operating states
To address the high complexity and diversity of faults in relay protection devices, as well as the challenges in fault feature extraction that affect fault identification accuracy, an adaptive
Fault Diagnosis Method of Relay Protection Based on Expert Rule
At present, the diagnosis of relay protection faults still relies on personnel on-site inspection, and the application of online monitoring information and alarm information of relay
A quality evaluation method for the unstructured defect record of relay
In details, first, the problems existing in the unstructured defect records of RPDs are presented. Secondly, the corresponding evaluation indicators are proposed, and the quantitative calculation
Data Dependence Analysis for Defects Data of Relay Protection Devices
Currently, a large amount of defect data in relay protection devices (RPDs) is accumulated in operation. However, the defect data dependence analysis is absence and thus it could not meet the demand for
CableHero
Devices like the grid protection relay are essential to maintaining the grid''s integrity as renewable energy sources gain traction. Consider its position as the first line
Classification of Equipment Defects for Relay Protection
Guide to classifying relay protection and safety automatic device defects in substations per Q/GDW 11024-2013 standard. Covers critical, serious,
A quality evaluation method for the unstructured defect record of relay
Download Citation | On Sep 1, 2023, Shaoming Zheng and others published A quality evaluation method for the unstructured defect record of relay protection devices based on ontology and knowledge
Research on the method of constructing a knowledge
The research on the construction of relay protection device fault knowledge map for text features can improve the efficiency of abnormal data
Relay protection devices defect rating model based on
Accurate grading of relay protection device (RPD) defects can improve the maintenance and reliability of RPD to ensure the safety of power grid. Based on
A method for identifying familial defects in relay protection
The extraction of familial defects in relay protection equipment in this article plays an important role in identifying common safety hazards in the safe operation of the power grid.
An Evaluation Method to the Record Text for the Defects of the Relay
The original record data for the defect of the relay protection devices (RPDs) collected on site is and may contain problems influencing the data mining, and it is lack of quantitative evaluation.
An Evaluation Method to the Record Text for the Defects of the Relay
In this section, three common problems that occur in records text for the defect of PRDs are listed. This paper focuses on the defect processing logs of relay protection devices in a regional

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