Equipment guarantee data feature mining method based on attribute classification
A data feature and attribute classification technology, applied in the direction of electrical digital data processing, special data processing applications, digital data information retrieval, etc., can solve the problems of time-consuming and labor-intensive, low efficiency of equipment maintenance management, etc., to achieve real-time accurate detection, environmental protection and The effect of intelligent equipment maintenance management
Inactive Publication Date: 2021-06-11
YUNNAN POWER GRID CO LTD ELECTRIC POWER RES INST
View PDF0 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0004] This application provides a feature mining method of equipment support data based on attribute classification to solve the problem of time-consuming and laborious processing of equipment support data in the prior art, which cannot give corresponding reasonable maintenance suggestions according to different attributes of different equipment, and equipment support management. The problem of inefficiency
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0057] Embodiments will be described in detail below, and examples are illustrated in the drawings. The following description is related to the drawings, unless otherwise indicated, the same numbers in the drawings represent the same or similar elements. The embodiments described in the following examples do not represent all embodiments consistent with the present application. An example of a system and method consistent with some aspects of the present application is only in accordance with the claims.
[0058] See figure 1 , A flow chart of data acquisition and integration for the application of an attribute classification device guaranteed data feature mining method.
[0059] A property-based equipment guaranteed data feature mining method provided by this application, including the following steps:
[0060] Acquisition of equipment operation security related data;
[0061] Design document integrating the device runs safeguard data;
[0062] Use cross database query features t...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More PUM
Login to View More Abstract
The invention discloses an attribute classification-based equipment guarantee data feature mining method. The method comprises the following steps of collecting equipment operation guarantee related data; integrating the equipment operation guarantee data by a design document; integrating other function data of the equipment needing to be mined by using a cross-database query function; performing cleaning, conversion and protocol preprocessing on the equipment operation guarantee related data and other function data of the equipment to form integrated data in the same format; mining equipment guarantee data features by adopting an attribute classification method; and performing optimal classification on the preprocessed data according to the features. According to the method, the optimal classification mining result of the equipment guarantee data is obtained, real-time accurate detection of the health state of the operation equipment is achieved, and the problems that an equipment guarantee data processing method in the prior art is time-consuming and labor-consuming, corresponding and reasonable maintenance suggestions cannot be given according to different attributes of different equipment, and the equipment guarantee management efficiency is low are solved.
Description
Technical field [0001] The present application relates to the technical field, and more particularly to a device support data characteristic mining method based on attribute classification. Background technique [0002] In the national size factory, the protection of equipment is complex and fragile large engineering, different types of factories, different types of workshops, different types of equipment, their properties are all right. [0003] The data guaranteed by the factory equipment has a higher complexity. It is different depending on the site, and the properties of the device will be different. The type can be divided into space, image, etc., can be supplied from the web data, data warehouse, etc. Equipment protection data may come from different venues and cannot ensure that data is intended, and there are many types, data is also present in a state of unstructured, semi-structural, or structured. Most of the prior art use the establishment of the equipment platform to...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More Application Information
Patent Timeline
Login to View More Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06F16/215G06Q10/00
CPCG06F16/215G06Q10/20G06F18/241
Inventor 赵娜黄和尧曹敏黄祖源张叶聂永杰刘斯扬胡健胡昌斌廖斌韩彤魏龄杨政尹春林
Owner YUNNAN POWER GRID CO LTD ELECTRIC POWER RES INST