CN116684823A - Associated equipment positioning and fault determining method and system based on equipment health codes - Google Patents

Associated equipment positioning and fault determining method and system based on equipment health codes Download PDF

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CN116684823A
CN116684823A CN202310471585.4A CN202310471585A CN116684823A CN 116684823 A CN116684823 A CN 116684823A CN 202310471585 A CN202310471585 A CN 202310471585A CN 116684823 A CN116684823 A CN 116684823A
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equipment
associated equipment
health
information
health code
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CN116684823B (en
Inventor
殷军
丁磊明
赵玉成
周刚
过浩
申志成
闻煜峰
赵振敏
倪国强
王耀升
张子豪
张烨沁
卞寅飞
戚中译
李锐锋
屠楚明
赵世杰
沈伟浩
李伟杰
沈培栋
张思远
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Jiaxing Power Supply Co of State Grid Zhejiang Electric Power Co Ltd
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Jiaxing Power Supply Co of State Grid Zhejiang Electric Power Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/20Administration of product repair or maintenance
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W12/00Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/03Protecting confidentiality, e.g. by encryption
    • H04W12/033Protecting confidentiality, e.g. by encryption of the user plane, e.g. user's traffic
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
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    • H04W12/60Context-dependent security
    • H04W12/63Location-dependent; Proximity-dependent
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W12/00Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/60Context-dependent security
    • H04W12/69Identity-dependent
    • H04W12/77Graphical identity
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/021Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/029Location-based management or tracking services

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Abstract

The invention discloses a method and a system for positioning and determining faults of associated equipment based on equipment health codes, which aim to solve the problems that faults cannot be determined quickly and centralized scheduling is difficult because the existing power equipment is distributed at different positions, bind the associated equipment with signed associated equipment and generate initial positioning information about the associated equipment; determining a health code background of the associated equipment in the divided geographic position range according to the initial positioning information; acquiring working parameter information of the signed associated equipment in a unit time period, and analyzing the equipment health condition of the associated equipment in the unit time period; integrating the health condition and initial positioning information of the equipment on the basis of the health code background, generating a complete health code, obtaining whether the associated equipment is in a fault state or not through the complete health code, and tracing the working parameter information of the associated equipment; a system is also presented; the invention can accurately position the associated equipment, simultaneously rapidly determine the fault of the associated equipment, and is convenient for centralized scheduling.

Description

Associated equipment positioning and fault determining method and system based on equipment health codes
Technical Field
The invention relates to the technical field of power equipment positioning, in particular to an associated equipment positioning and fault determining method and system based on equipment health codes.
Background
The number, the type and the complexity of the power equipment are increased, so that the operation, maintenance and overhaul work is very important, and as the power equipment of different types are distributed at different positions, the faults are difficult to quickly determine and the centralized scheduling is difficult to carry out; at present, after fault data are sent to corresponding dispatching centers, a series of data processing is needed to obtain fault results, and no visual reading and checking mode is available for the fault results.
The method is based on a deep learning network, can accurately classify the failed power equipment, locate the failed part of the power equipment, extract temperature data, judge the failure level, introduce a time sequence concept, predict the failed equipment and perform performance analysis; however, the fault locating method is only suitable for fault locating of small-scale power equipment, when the power equipment is distributed at different positions, the infrared image processing process is long, the information transmission is inconvenient, the cost required by the method is high, the problems cannot be solved, and the universality is not achieved.
Disclosure of Invention
The invention solves the problems that faults cannot be quickly determined and centralized scheduling is difficult because the existing power equipment is distributed at different positions, and provides a method and a system for positioning and determining faults of associated equipment based on equipment health codes, which are used for obtaining initial positioning information of the associated equipment by binding the associated equipment, finally generating a complete health code to judge fault states and tracing to acquire working parameter information of the associated equipment; the invention can accurately position the associated equipment, simultaneously rapidly determine the fault of the associated equipment, and is convenient for centralized scheduling.
In order to achieve the above purpose, the present invention adopts the following technical scheme: an associated device positioning and fault determining method based on device health codes comprises the following steps:
s1, binding with signed association equipment, positioning the association equipment through an equipment base station, and generating initial positioning information about the association equipment;
s2, determining a health code background of the associated equipment in the divided geographic position range according to the initial positioning information;
s3, acquiring working parameter information of the signed associated equipment in a unit time period, and analyzing the equipment health condition of the associated equipment in the unit time period;
and S4, integrating the health condition and initial positioning information of the equipment on the basis of the health code background, generating a complete health code, obtaining whether the associated equipment is in a fault state or not through the complete health code, and tracing the working parameter information of the associated equipment.
Binding signed associated equipment, positioning the associated equipment according to an equipment base station, generating initial positioning information, classifying the initial positioning information, and determining a health code background of the associated equipment in a divided geographic position range; then analyzing the equipment health condition of the associated equipment according to the working parameter information in the unit time period of the associated equipment; finally, generating a complete health code, determining whether the associated equipment is in a fault state, and tracing the working parameter information of the associated equipment by scanning the complete health code; the fault state of the associated equipment can be rapidly judged according to the complete health code, so that scheduling processing is performed; meanwhile, the equipment health code comprises initial positioning information and working parameter information of the associated equipment, so that the equipment health code is convenient to check and trace.
Preferably, the step S1 specifically includes:
and carrying out initial positioning on the bound associated equipment by using the equipment base station, generating initial positioning information related to the associated equipment, and carrying out position updating operation in a ground control center according to the initial positioning information.
In the invention, the specific position information of the associated equipment is determined by utilizing the equipment base station which is in communication connection with the associated equipment, initial positioning information is generated and then sent to the ground control center for verification, and the update operation of the associated equipment is carried out on the ground control center after verification; for the associated equipment at the replacement position, after the replacement position is determined, a request is sent to the ground control center, the equipment base station locates the equipment, and initial locating information is sent to the ground control center.
Preferably, the step S2 includes the steps of
S21, dividing a plurality of geographic position ranges according to initial positioning information of all binding associated devices, wherein the geographic position ranges comprise a plurality of levels of geographic areas;
s22, dividing the geographical position range according to the power supply and distribution priority, wherein each lowest-level geographical region is provided with different health code gray level image backgrounds, each highest-level geographical region is provided with a corresponding mark on the health code gray level image background, and the health code gray level image backgrounds and the marks of the associated equipment are determined according to the geographical region where the associated equipment is located, namely the health code backgrounds.
According to the method, firstly, different geographical position ranges are determined according to the power supply and distribution priority, and priority processing should be carried out on the geographical position ranges with high priority; in each geographic position range, generating a health code gray image background or marking different health code backgrounds according to the difference of corresponding geographic areas; the purpose of setting like this can guarantee to supply and distribute and not influence under the prerequisite of production life, mark the differentiation to associated equipment, can directly look over the geographical district of associated equipment through different health sign indicating number backgrounds.
Preferably, the step S3 includes the steps of:
s31, the ground control center acquires working parameter information of the associated equipment in a unit time period in an encryption communication mode;
s32, a historical data fault model of the associated equipment is called, wherein the historical data fault model comprises historical working parameter information verified by a ground control center and equipment health conditions;
s33, extracting characteristics of working parameter information in a unit time period of the decrypted associated equipment, inputting the extracted characteristics into a historical data fault model, and outputting corresponding equipment health conditions.
In the invention, the historical data fault model has a deep learning function; the working parameter information of the associated equipment in the unit time period comprises equipment basic parameters and equipment power-on parameters, wherein the equipment power-on parameters comprise various sensing information acquired by sensors arranged on the associated equipment.
Preferably, the step S3 further includes:
after the corresponding equipment health conditions are output, checking the health conditions one by one, and determining whether the environmental factor characteristic information of the associated equipment has influence on the health conditions or not by combining the environmental factor characteristic information of the associated equipment, and if so, performing manual checking.
In the invention, the environmental factor characteristic information of the associated equipment comprises temperature information, humidity information, air composition information and influence information of other equipment adjacent to the associated equipment in the space where the associated equipment is located; for example, after the temperature information in the working parameter information is too high to generate a fault, whether the temperature information of the space where the associated equipment is located is abnormal or has a large influence on the interior of the associated equipment needs to be determined, if the temperature information is abnormal or has a large influence on the interior of the associated equipment, the associated equipment may be in a normal condition at this time, and then, manual verification is needed to determine whether the historical data fault model has erroneous judgment.
Preferably, the step S4 includes the steps of:
s41, determining the color of a health code background according to the health condition of equipment; integrating initial positioning information of the associated equipment to a health code background to generate a complete health code;
s42, directly determining whether the associated equipment is in a fault state or not by judging the color of the complete health code;
s43, generating a tracing instruction by scanning the complete health code, wherein the tracing instruction is sent to a ground control center, and the ground control center sends out a calling instruction, so that the working parameter information of the associated equipment in the unit time period is obtained.
In the invention, the colors of the health code background are red, yellow, green and gray, and the red represents the fault state. Green represents a normal state, i.e. a healthy state, and yellow represents an early warning state, which is intermediate between a fault state and a healthy state, after determining the early warning state, the monitoring of the associated device in this state is enhanced, and if this state becomes a fault state, corresponding measures are immediately taken.
Preferably, the generating the initial positioning information about the associated device specifically includes:
the association equipment obtains equipment base station information with the closest position through the request instruction, the equipment base station information comprises specific longitude and latitude of the equipment base station, and initial positioning information of the association equipment is determined according to the specific longitude and latitude of the equipment base station and the distance between the equipment base station and the association equipment.
In the invention, the problem that the transmission signal between the equipment and the equipment base station is not good is solved by setting a signal enhancement device in the space where the associated equipment is located.
An associated equipment positioning and fault determining system based on equipment health codes is applicable to the associated equipment positioning and fault determining method based on equipment health codes, and comprises the following steps of
The ground control center acquires working parameter information of the signed associated equipment in a unit time period and analyzes the equipment health condition of the associated equipment in the unit time period;
the equipment base station is used for positioning the associated equipment, generating initial positioning information about the associated equipment and sending the initial positioning information to the ground control center;
the associated equipment, in particular the bound associated equipment, is respectively connected with the ground control center and the equipment base station.
In the invention, for the ground control center, the ground control center is respectively in remote communication connection with the equipment base station and the associated equipment, and the number of the associated equipment is not limited; the device base station is typically a plurality of device base stations, and as such, the device base station may be an established handset base station or a private base station serving specifically for the associated device.
Preferably, the ground control center further comprises,
the health code background determining unit generates a corresponding health code background according to the initial positioning information;
the complete health code generation unit is used for integrating and generating a complete health code according to the equipment health condition and the initial positioning information;
and the tracing calling-out unit receives the tracing instruction, sends out the calling-out instruction and sends out the working parameter information of the associated equipment in the unit time period.
In the invention, the complete health code generated by the ground control center can be sent to the user side or other mobile terminals needing to be called through the communication unit, and the user side or other mobile terminals needing to be called are provided with access threshold verification, and can be called and transferred through the access threshold verification.
Preferably, the association device comprises an electric device and an information processing unit which are connected with each other, the information processing unit is respectively connected with the ground control center and the device base station, an operating parameter information storage area is arranged in the information processing unit, and the operating parameter information storage area sends operating parameter information to the ground control center.
In the invention, the space where the part of the associated equipment is located determines that the transmission signal between the part of the associated equipment and the equipment base station is poor, and the signal enhancement device arranged for the part of the associated equipment is connected with the information processing unit, so that the normal transmission of information is ensured.
The invention has the following beneficial effects:
1. according to the method and the system for positioning and determining the faults of the associated equipment based on the equipment health codes, the associated equipment is bound to obtain initial positioning information of the associated equipment, the complete health codes are finally generated to judge the fault state, and the working parameter information of the associated equipment can be obtained in a traceable mode;
2. in the method, the equipment health code comprises the initial positioning information and the working parameter information of the related equipment, so that the equipment health code is greatly convenient to check and trace;
3. in the system of the invention, the ground control center is respectively in remote communication connection with the equipment base station and the associated equipment, and provides good communication conditions for positioning and fault determination.
Drawings
FIG. 1 is a flow chart of an associated device location and fault determination method based on device health codes of the present invention;
fig. 2 is a schematic diagram of an associated device location and fault determination system based on device health codes in accordance with the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in further detail with reference to the accompanying drawings and examples, it being understood that the detailed description herein is merely a preferred embodiment of the present invention, which is intended to illustrate the present invention, and not to limit the scope of the invention, as all other embodiments obtained by those skilled in the art without making any inventive effort fall within the scope of the present invention.
Example 1:
the embodiment provides a method for positioning and determining faults of associated equipment based on equipment health codes, and referring to fig. 1, the method comprises the following steps.
Step S1, binding with signed association equipment, positioning the association equipment through an equipment base station, and generating initial positioning information about the association equipment; specifically, after binding of the associated equipment is completed, the associated equipment is initially positioned by the equipment base station, initial positioning information related to the associated equipment is generated, and then a position updating operation is performed in a ground control center according to the initial positioning information.
For the location update operation in this embodiment, specifically: and sending the initial positioning information to a ground control center for verification, and updating associated equipment in the ground control center after the initial positioning information passes the verification and storing the initial positioning information in the ground control center.
For the step of generating initial positioning information about the associated device, it is specified as follows: the association equipment obtains equipment base station information with the closest position through the request instruction, the equipment base station information comprises specific longitude and latitude of the equipment base station, and initial positioning information of the association equipment is determined according to the specific longitude and latitude of the equipment base station and the distance between the equipment base station and the association equipment.
Step S2, determining the health code background of the associated equipment in the divided geographic position range according to the initial positioning information; specifically, for this step, the following sub-steps are included.
Step S21, dividing a plurality of geographic position ranges according to initial positioning information of all binding associated devices, wherein the geographic position ranges comprise a plurality of levels of geographic areas; specifically, different geographical location ranges are divided according to power supply and distribution priorities, and different high-low-level geographical areas are further arranged in each geographical location range.
Step S22, the geographical position range is divided according to the power supply and distribution priority, each lowest-level geographical region is provided with different health code gray level image backgrounds, each highest-level geographical region is provided with a corresponding mark on the health code gray level image background, and the health code gray level image backgrounds and the marks of the associated equipment are determined according to the geographical region where the associated equipment is located, namely the health code backgrounds; in this embodiment, three-level geographic regions are set in each geographic position range, where the highest-level geographic region includes a plurality of intermediate-level geographic regions, and the intermediate-level geographic region includes a plurality of lowest-level geographic regions; determining the health code gray image backgrounds of the geographic areas according to the difference of the lowest-level geographic areas, wherein a plurality of health code gray image backgrounds are stored in a preset calling library, after the corresponding lowest-level geographic areas are identified, a calling instruction is sent out, and then the corresponding health code gray image backgrounds are called out; according to the difference of each highest-level geographical area, the corresponding mark is determined to be set on the health code gray level image background, and the mark is different area codes.
Step S3, working parameter information of the signed associated equipment in a unit time period is obtained, and equipment health conditions of the associated equipment in the unit time period are analyzed; the specific steps include the following sub-steps.
Step S31, the ground control center acquires the working parameter information of the associated equipment in a unit time period in an encryption communication mode; in this embodiment, an RSA encryption method is used to obtain the working parameter information.
Step S32, a historical data fault model of the associated equipment is called, wherein the historical data fault model comprises historical working parameter information verified by a ground control center and equipment health conditions; specifically, before the historical data fault model is called, the historical data fault model related to the associated equipment is firstly established, then the historical working parameter information and the equipment health condition are used for training, and after complete training, the step S33 is carried out after verification.
Step S33, the working parameter information in the unit time period of the decrypted associated equipment is subjected to feature extraction and then is input into a historical data fault model, and corresponding equipment health conditions are output; the decryption step in the present embodiment corresponds to the encryption process of step S31.
Step S4, integrating the health condition and initial positioning information of the equipment on the basis of the health code background, generating a complete health code, obtaining whether the associated equipment is in a fault state or not through the complete health code, and tracing the working parameter information of the associated equipment; for the specific process of step S4, the following substeps are included.
Step S41, determining the color of a health code background according to the health condition of equipment; integrating initial positioning information of the associated equipment to a health code background to generate a complete health code; specifically, the generated complete inter-health code can be scanned and read by the associated user.
Step S42, directly determining whether the associated equipment is in a fault state or not by judging the color of the complete health code; in this embodiment, the complete health code is red, yellow, green and gray, which respectively represent different health states of the associated device.
Step S43, generating a tracing instruction by scanning the complete health code, wherein the tracing instruction is sent to a ground control center, and the ground control center sends out a calling instruction, so that working parameter information in a unit time period of the associated equipment is obtained; specifically, the user end scanning the complete health code is limited, the user end also needs to register, corresponding associated equipment is selected after the registration is completed, and the user end can scan and acquire the tracing instruction after the authorization is obtained.
In the embodiment, firstly, binding signed associated equipment, then positioning the associated equipment according to an equipment base station, generating initial positioning information, classifying the initial positioning information, and determining a health code background of the associated equipment in a divided geographic position range; then analyzing the equipment health condition of the associated equipment according to the working parameter information in the unit time period of the associated equipment; finally, generating a complete health code, determining whether the associated equipment is in a fault state, and tracing the working parameter information of the associated equipment by scanning the complete health code; the fault state of the associated equipment can be rapidly judged according to the complete health code, so that scheduling processing is performed; meanwhile, the equipment health code comprises initial positioning information and working parameter information of the associated equipment, so that the equipment health code is convenient to check and trace.
In this embodiment, a base station of a device in communication connection with an associated device is used to determine specific location information of the associated device, generate initial location information, then send the initial location information to a ground control center for verification, and perform update operation of the associated device in the ground control center after verification; for the associated equipment at the replacement position, after the replacement position is determined, a request is sent to the ground control center, the equipment base station locates the equipment, and initial locating information is sent to the ground control center.
In this embodiment, firstly, different geographical location ranges are determined according to the power supply and distribution priority, and for the geographical location range with high priority, priority processing should be performed; in each geographic position range, generating a health code gray image background or marking different health code backgrounds according to the difference of corresponding geographic areas; the purpose of setting like this can guarantee to supply and distribute and not influence under the prerequisite of production life, mark the differentiation to associated equipment, can directly look over the geographical district of associated equipment through different health sign indicating number backgrounds.
In this embodiment, the historical data fault model has a deep learning function; the working parameter information of the associated equipment in the unit time period comprises equipment basic parameters and equipment power-on parameters, wherein the equipment power-on parameters comprise various sensing information acquired by sensors arranged on the associated equipment.
In this embodiment, for the color of the health code background, there are red, yellow, green, and gray, with red representing the fault condition. Green represents a normal state, namely a health state, yellow represents an early warning state, the state is between a fault state and the health state, monitoring of associated equipment in the state is enhanced after the early warning state is determined, and corresponding measures are adopted immediately after the state becomes the fault state; grey is indicated as the monitoring interruption condition caused by the communication fault, and after the monitoring interruption condition occurs, a corresponding monitoring interruption error reporting notice is generated, and the ground control center is used for prompting and recovering the communication connection in the shortest time.
In this embodiment, the problem that the transmission signal between the base station and the equipment is not good is determined for the space where part of the associated equipment is located is solved by setting a signal enhancement device in the space where the associated equipment is located.
The embodiment also provides a system for positioning and determining faults of associated equipment based on equipment health codes, referring to fig. 2, the system mainly comprises a ground control center, an equipment base station and associated equipment, wherein the ground control center, the equipment base station and the associated equipment are connected in sequence, in particular,
the ground control center acquires working parameter information of the signed associated equipment in a unit time period and analyzes the equipment health condition of the associated equipment in the unit time period;
the equipment base station is used for positioning the associated equipment, generating initial positioning information about the associated equipment and sending the initial positioning information to the ground control center;
the association equipment, in particular to the bound association equipment, is respectively connected with the ground control center and the equipment base station; specifically, in the system of the invention, the ground control center is respectively in remote communication connection with the equipment base station and the associated equipment, so that good communication conditions are provided for positioning and fault determination.
In this embodiment, for the ground control center, remote communication connection is performed with the equipment base station and the associated equipment, and the number of the associated equipment is not limited herein; the device base station is typically a plurality of device base stations, and as such, the device base station may be an established handset base station or a private base station serving specifically for the associated device.
Specifically, the ground control center comprises a plurality of functional units as follows: the health code background determining unit generates a corresponding health code background according to the initial positioning information; the complete health code generation unit is used for integrating and generating a complete health code according to the equipment health condition and the initial positioning information; and the tracing calling-out unit receives the tracing instruction, sends out the calling-out instruction and sends out the working parameter information of the associated equipment in the unit time period.
In this embodiment, the complete health code generated by the ground control center can be sent to the user side or other mobile terminals needing to be called through the communication unit, and access threshold verification is provided for the user side or other mobile terminals needing to be called, and the user side or other mobile terminals can call and forward through the access threshold verification.
The associated equipment comprises power equipment and an information processing unit which are connected with each other, the information processing unit is respectively connected with the ground control center and the equipment base station, and an operating parameter information storage area is arranged in the information processing unit and used for sending operating parameter information to the ground control center.
Specifically, the information processing unit in the associated device can perform transmission of information and basic processing of the information; in addition, the space where the part of the associated equipment is located determines that the transmission signal between the equipment and the equipment base station is poor, and the signal enhancement device arranged for connecting the equipment base station with the information processing unit ensures the normal transmission of information.
Example 2
On the basis of embodiment 1, in the process of step S3, the method further includes: after the corresponding equipment health conditions are output, checking the health conditions one by one, and determining whether the environmental factor characteristic information of the associated equipment has influence on the health conditions or not by combining the environmental factor characteristic information of the associated equipment, and if so, performing manual checking.
In this embodiment, the environmental factor characteristic information of the associated device includes temperature information, humidity information, air composition information of the space where the associated device is located, and influence information of other devices adjacent to the associated device.
For example, after the temperature information in the working parameter information is too high to generate a fault, whether the temperature information of the space where the associated equipment is located is abnormal or has a large influence on the interior of the associated equipment needs to be determined, if the temperature information is abnormal or has a large influence on the interior of the associated equipment, the associated equipment may be in a normal condition at this time, and then, manual verification is needed to determine whether the historical data fault model has erroneous judgment.

Claims (10)

1. An associated equipment positioning and fault determining method based on equipment health codes is characterized by comprising the following steps:
s1, binding with signed association equipment, positioning the association equipment through an equipment base station, and generating initial positioning information about the association equipment;
s2, determining a health code background of the associated equipment in the divided geographic position range according to the initial positioning information;
s3, acquiring working parameter information of the signed associated equipment in a unit time period, and analyzing the equipment health condition of the associated equipment in the unit time period;
and S4, integrating the health condition and initial positioning information of the equipment on the basis of the health code background, generating a complete health code, obtaining whether the associated equipment is in a fault state or not through the complete health code, and tracing the working parameter information of the associated equipment.
2. The method for locating and determining faults of associated equipment based on equipment health codes according to claim 1, wherein the step S1 specifically comprises:
and carrying out initial positioning on the bound associated equipment by using the equipment base station, generating initial positioning information related to the associated equipment, and carrying out position updating operation in a ground control center according to the initial positioning information.
3. The method for locating and determining faults of associated equipment based on equipment health codes as claimed in claim 1 or 2, wherein the step S2 comprises the steps of
S21, dividing a plurality of geographic position ranges according to initial positioning information of all binding associated devices, wherein the geographic position ranges comprise a plurality of levels of geographic areas;
s22, dividing the geographical position range according to the power supply and distribution priority, wherein each lowest-level geographical region is provided with different health code gray level image backgrounds, each highest-level geographical region is provided with a corresponding mark on the health code gray level image background, and the health code gray level image backgrounds and the marks of the associated equipment are determined according to the geographical region where the associated equipment is located, namely the health code backgrounds.
4. The method for locating and determining a fault of an associated device based on a device health code according to claim 3, wherein said step S3 comprises the steps of:
s31, the ground control center acquires working parameter information of the associated equipment in a unit time period in an encryption communication mode;
s32, a historical data fault model of the associated equipment is called, wherein the historical data fault model comprises historical working parameter information verified by a ground control center and equipment health conditions;
s33, extracting characteristics of working parameter information in a unit time period of the decrypted associated equipment, inputting the extracted characteristics into a historical data fault model, and outputting corresponding equipment health conditions.
5. The method for locating and determining a fault of an associated device based on a device health code as set forth in claim 4, wherein said step S3 further includes:
after the corresponding equipment health conditions are output, checking the health conditions one by one, and determining whether the environmental factor characteristic information of the associated equipment has influence on the health conditions or not by combining the environmental factor characteristic information of the associated equipment, and if so, performing manual checking.
6. The method for device health code-based associated device localization and fault determination as claimed in claim 1 or 2 or 4 or 5, wherein the step S4 comprises the steps of:
s41, determining the color of a health code background according to the health condition of equipment; integrating initial positioning information of the associated equipment to a health code background to generate a complete health code;
s42, directly determining whether the associated equipment is in a fault state or not by judging the color of the complete health code;
s43, generating a tracing instruction by scanning the complete health code, wherein the tracing instruction is sent to a ground control center, and the ground control center sends out a calling instruction, so that the working parameter information of the associated equipment in the unit time period is obtained.
7. The method for locating and determining faults of associated devices based on device health codes as claimed in claim 1 or 2 or 4 or 5, wherein the generating initial locating information about the associated devices comprises:
the association equipment obtains equipment base station information with the closest position through the request instruction, the equipment base station information comprises specific longitude and latitude of the equipment base station, and initial positioning information of the association equipment is determined according to the specific longitude and latitude of the equipment base station and the distance between the equipment base station and the association equipment.
8. An associated equipment positioning and fault determining system based on equipment health codes, which is applicable to the associated equipment positioning and fault determining method based on equipment health codes as claimed in any one of claims 1 to 7, and is characterized by comprising the following steps
The ground control center acquires working parameter information of the signed associated equipment in a unit time period and analyzes the equipment health condition of the associated equipment in the unit time period;
the equipment base station is used for positioning the associated equipment, generating initial positioning information about the associated equipment and sending the initial positioning information to the ground control center;
the associated equipment, in particular the bound associated equipment, is respectively connected with the ground control center and the equipment base station.
9. The device health code-based associated device location and fault determination system of claim 8 wherein said ground control center further comprises,
the health code background determining unit generates a corresponding health code background according to the initial positioning information;
the complete health code generation unit is used for integrating and generating a complete health code according to the equipment health condition and the initial positioning information;
and the tracing calling-out unit receives the tracing instruction, sends out the calling-out instruction and sends out the working parameter information of the associated equipment in the unit time period.
10. The equipment health code-based associated equipment positioning and fault determining system according to claim 8 or 9, wherein the associated equipment comprises an electric equipment and an information processing unit which are connected with each other, wherein the information processing unit is respectively connected with a ground control center and an equipment base station, and an operating parameter information storage area is built in the information processing unit and sends operating parameter information to the ground control center.
CN202310471585.4A 2023-04-26 2023-04-26 Associated equipment positioning and fault determining method and system based on equipment health codes Active CN116684823B (en)

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Publication number Priority date Publication date Assignee Title
CN109116150A (en) * 2018-08-03 2019-01-01 福州大学 A kind of converters method for diagnosing faults based on Cerebellar Model Articulation Controller
CN114019313A (en) * 2021-11-11 2022-02-08 广东电网有限责任公司广州供电局 Low-voltage power grid fault area judgment method, device, terminal and medium
CN114518711A (en) * 2021-12-31 2022-05-20 国网青海省电力公司 Be used for healthy early warning real-time monitoring system of new forms of energy collection station equipment
CN114896096A (en) * 2022-06-07 2022-08-12 万申科技股份有限公司 Data center equipment fault prediction system and method based on image recognition algorithm
CN115640969A (en) * 2022-10-19 2023-01-24 国网四川省电力公司经济技术研究院 Power grid operation and maintenance cost distribution method based on equipment state and operation age

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109116150A (en) * 2018-08-03 2019-01-01 福州大学 A kind of converters method for diagnosing faults based on Cerebellar Model Articulation Controller
CN114019313A (en) * 2021-11-11 2022-02-08 广东电网有限责任公司广州供电局 Low-voltage power grid fault area judgment method, device, terminal and medium
CN114518711A (en) * 2021-12-31 2022-05-20 国网青海省电力公司 Be used for healthy early warning real-time monitoring system of new forms of energy collection station equipment
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