CN117977789A - A unified IoT equipment operation status monitoring system based on power data - Google Patents

A unified IoT equipment operation status monitoring system based on power data Download PDF

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Publication number
CN117977789A
CN117977789A CN202311467290.6A CN202311467290A CN117977789A CN 117977789 A CN117977789 A CN 117977789A CN 202311467290 A CN202311467290 A CN 202311467290A CN 117977789 A CN117977789 A CN 117977789A
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China
Prior art keywords
module
equipment
monitoring
operation status
knowledge base
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CN202311467290.6A
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Chinese (zh)
Inventor
冯涛
李兴香
田书锦
赵陆
魏昌超
冷金敏
赵喜进
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Liaocheng Power Supply Co of State Grid Shandong Electric Power Co Ltd
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Liaocheng Power Supply Co of State Grid Shandong Electric Power Co Ltd
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Application filed by Liaocheng Power Supply Co of State Grid Shandong Electric Power Co Ltd filed Critical Liaocheng Power Supply Co of State Grid Shandong Electric Power Co Ltd
Priority to CN202311467290.6A priority Critical patent/CN117977789A/en
Publication of CN117977789A publication Critical patent/CN117977789A/en
Pending legal-status Critical Current

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    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—ELECTRIC POWER NETWORKS; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote monitoring or remote control of equipment in a power distribution network
    • H02J13/12—Monitoring network conditions, e.g. electrical magnitudes or operational status
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—ELECTRIC POWER NETWORKS; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote monitoring or remote control of equipment in a power distribution network
    • H02J13/10—Circuit arrangements for providing remote monitoring or remote control of equipment in a power distribution network characterised by displaying of information or by user interaction, e.g. supervisory control and data acquisition [SCADA] systems

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Alarm Systems (AREA)

Abstract

本发明公开了一种基于电力数据的统一物联网设备运行状态监测系统,涉及电网技术领域,包括:设备管理模块,用于设备管理,设备监测模块,用于设备监测,告警通知模块,设备信息告警通知,设备知识库模块,用于设备知识储存和录入,运行状态分析模块,对电网设备进行运行状态分析。支持多种物联设备,对各类物联网设备的提供了统一监控手段,与国网短信平台联通,以便快速恢复业务,缩短设备掉线时间,接入设备自动探测发现,当有新的设备接入时,运行状态模块能够自动探测发现、识别设备的类型,并提醒运维人员关注,可以提供设备运行状态的多维化统计分析并图形化展示,方便运维人员分析决策。

The present invention discloses a unified Internet of Things device operation status monitoring system based on power data, which relates to the field of power grid technology, including: an equipment management module for equipment management, an equipment monitoring module for equipment monitoring, an alarm notification module, an equipment information alarm notification, an equipment knowledge base module for equipment knowledge storage and entry, and an operation status analysis module for analyzing the operation status of power grid equipment. It supports a variety of Internet of Things devices, provides a unified monitoring method for various types of Internet of Things devices, and is connected to the State Grid SMS platform to quickly restore services and shorten the time of device disconnection. The access device is automatically detected and discovered. When a new device is connected, the operation status module can automatically detect and discover, identify the type of device, and remind the operation and maintenance personnel to pay attention. It can provide multi-dimensional statistical analysis of the equipment operation status and graphical display, which is convenient for the operation and maintenance personnel to analyze and make decisions.

Description

Unified Internet of things equipment running state monitoring system based on electric power data
Technical Field
The invention relates to the technical field of power grids, in particular to a unified Internet of things equipment running state monitoring system based on power data.
Background
Currently, the company internet of things equipment is various in variety, including video cameras, oil chromatograph on-line monitoring terminals, alternating current and direct current integrated terminals, intelligent Zhou Zhuangui terminals, electric energy quality monitoring terminals and the like, but lacks the unified monitoring means to various internet of things equipment, can not discover equipment abnormal states in time, influences normal development of various businesses, and in order to meet business demands, a set of internet of things equipment state monitoring analysis algorithm and platform need to be developed, abnormal equipment is discovered in time and notified to relevant responsible persons for processing, and business interruption caused by equipment abnormality is avoided.
Disclosure of Invention
The invention aims to provide a unified Internet of things equipment running state monitoring system based on power data, which solves the problems in the background technology.
In order to achieve the above purpose, the invention is realized by the following technical scheme: a unified internet of things device operational status monitoring system based on power data, comprising:
The device management module is used for device management;
The device monitoring module is used for device monitoring;
an alarm notification module for notifying the equipment information of alarm;
The equipment knowledge base module is used for storing and inputting equipment knowledge;
the running state analysis module is used for carrying out running state analysis on the power grid equipment;
the login module is used for a manager to log in the system;
the data importing module is used for importing information of power grid equipment;
the database module is used for encrypting and storing data;
The system comprises a login module, a database module, a data import module, an equipment management module, an alarm notification module, an equipment monitoring module, an equipment knowledge base module, a data import module, an equipment management module, a data import module, an equipment monitoring module, an equipment knowledge base module and a database module, wherein the login module is in bidirectional signal connection with the database module, the data import module is in bidirectional signal connection with the equipment management module, the equipment management module is in bidirectional signal connection with the equipment monitoring module, the alarm notification module is in bidirectional signal connection with the equipment monitoring module, the equipment knowledge base module is in bidirectional signal connection with the database module, and the running state analysis module is in bidirectional signal connection with the equipment monitoring module.
Further, the device management module comprises a device list management module and a responsible person management module, and the device list management module comprises a device adding module and an importing module.
Further, the device monitoring module comprises a device monitoring management module, a device fault recording module and a device monitoring rule module.
Further, the alarm notification module comprises an alarm notification list module and an alarm push list module.
Further, the device knowledge base module comprises a device knowledge base list module and a device knowledge base adding module.
Further, the running state analysis module comprises an equipment overall analysis module, an equipment knowledge base adding module and an equipment knowledge base adding module.
Further, the device list management module is used for displaying device names, primary types, secondary types, IP addresses, affiliated departments, responsible persons, location, starting detection, device states, latest monitoring time and operation information, the responsible person management module is used for inputting responsible person information with assigned authority, the device adding module is used for inputting device names, primary types, secondary types, IP addresses, affiliated departments, responsible persons, location, starting detection, device states, latest monitoring time and operation information, and the importing module is used for downloading form templates and importing forms.
Further, the device monitoring management module comprises a device monitoring management module, a device fault recording module and a device monitoring rule module.
Further, the alarm notification module comprises an alarm notification list module and an alarm push list module.
Further, the equipment knowledge base module comprises an equipment knowledge base list module and an equipment knowledge base adding module, and the running state analysis module comprises an equipment overall analysis module, an equipment knowledge base adding module and an equipment knowledge base adding module.
The invention provides a unified Internet of things equipment running state monitoring system based on power data. The beneficial effects are as follows:
The intelligent network system comprises a video camera, an oil chromatograph on-line monitoring terminal, an AC/DC integrated terminal, an intelligent turnover cabinet terminal, an electric energy quality monitoring terminal, a lightning monitoring terminal, a power station intelligent Internet of things gateway and other Internet of things equipment, which are supported by various Internet of things equipment, a unified monitoring means is provided for various Internet of things equipment, the unified monitoring means is communicated with a national network short message platform, a message pushing module is pushed to relevant responsible persons through the national network short message platform so as to quickly restore service, shorten equipment disconnection time, access equipment automatically detects and discovers, and when new equipment is accessed, an operation state module can automatically detect and discover the type of the equipment, remind operation and maintenance personnel of paying attention, and can provide multidimensional statistical analysis and graphical display of the operation state of the equipment, thereby facilitating the analysis and decision of the operation and maintenance personnel.
Drawings
FIG. 1 is a general system diagram of a unified Internet of things equipment running state monitoring system based on electric power data;
FIG. 2 is a schematic diagram of a device management module of a unified Internet of things device operation state monitoring system based on power data;
FIG. 3 is a schematic diagram of a device monitoring module of a unified Internet of things device operation state monitoring system based on power data;
FIG. 4 is a schematic diagram of an alarm notification module of a unified Internet of things equipment running state monitoring system based on power data;
FIG. 5 is a schematic diagram of a device knowledge base module of a unified Internet of things device operation state monitoring system based on power data;
Fig. 6 is a schematic diagram of an operation state analysis module of a unified internet of things equipment operation state monitoring system based on electric power data.
In the figure: 1. an equipment management module; 2. a device monitoring module; 3. an alarm notification module; 4. a device knowledge base module; 5. and an operation state analysis module.
Description of the embodiments
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments.
Examples of the embodiments are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements throughout or elements having like or similar functionality. The embodiments described below by referring to the drawings are illustrative and intended to explain the present invention and should not be construed as limiting the invention.
The invention is further illustrated by the following examples in conjunction with the accompanying drawings:
Referring to fig. 1-6, the present invention provides a technical solution: a unified internet of things device operational status monitoring system based on power data, comprising:
The device management module 1 is used for device management.
The device monitoring module 2 is used for device monitoring.
And an alarm notification module 3 for notifying the device information of alarm.
And the device knowledge base module 4 is used for storing and inputting device knowledge.
And the running state analysis module 5 is used for carrying out running state analysis on the power grid equipment.
And the login module is used for allowing the manager to log in the system.
And the data importing module is used for importing the information of the power grid equipment.
And the database module is used for encrypting and storing data.
The login module is used for an account login platform, in the actual use process, the account needs to be provided with permission, management is convenient, the data import module and the equipment management module 1 are connected through bidirectional signals, the data import module can conveniently utilize different communication protocols to receive data of a plurality of electric equipment of the Internet of things, the equipment management module 1 and the equipment monitoring module 2 are connected through bidirectional signals, the equipment management module 1 is used for recording and managing equipment, the equipment monitoring module 2 is used for collecting abnormal information of the equipment, the alarm notification module 3 and the equipment monitoring module 2 are connected through bidirectional signals, the alarm notification module 3 can realize centralized list display of the abnormal information, pushing of the abnormal information is completed, the equipment knowledge base module 4 and the database module are connected through bidirectional signals, the equipment knowledge base module 4 is used for recording overhaul knowledge of the equipment, a common abnormal problem recording solution, and the running state analysis module 5 and the equipment monitoring module 2 are connected through bidirectional signals.
Specifically, the device management module 1 includes a device list management module and a responsible person management module, the device list management module includes a device adding module and an importing module, a template is downloaded in the importing module, all device basic information and associated device responsible person information are arranged according to a template format, batch device information importing and device responsible person importing can be realized by clicking and uploading, and importing device information includes: the device name, the device type, the device IP address, the device enabling time, the department to which the device belongs, the position of the device, whether monitoring is enabled, and when the device is modified, the following information can be modified, the device name, the device type, the device IP address, the device enabling time, the department to which the device belongs, the position of the device, whether monitoring is enabled and responsible can be filled in, the device name and the device type can be filled in, and the department to which the device belongs clicks a query button to query.
Specifically, the device monitoring module 2 includes a device monitoring management module, a device fault recording module and a device monitoring rule module, the device monitoring rule mainly sets a monitoring period for automatic monitoring of a system, the monitoring rule is defined according to a primary class and a secondary class of the device, the monitoring rule firstly inquires the monitoring rule corresponding to the primary device type and the secondary device type of the device, if the monitoring rule is not found, the monitoring is performed according to the rule that the primary type and the secondary type are all, namely, 1 hour of automatic monitoring device is performed, the rule is disabled after the device monitoring rule is disabled, only the disabled monitoring rule can be deleted, the monitoring mode is divided into automatic monitoring and manual monitoring, the automatic monitoring is performed by the device in the system according to the set device monitoring rule, the system is performed by a timing task, manual monitoring is not needed, the monitoring is performed by a monitoring button provided for a user through an interface of a platform, the user can select the device button to monitor, and for a device monitoring list, a 'execute monitoring "button on the right side of the device can be clicked, a' batch 'button can be selected to monitor the device, and then a' batch 'button' can be clicked on the right side of the device, and a plurality of monitoring results can be checked after the monitoring is performed, and a plurality of monitoring results can be checked, and monitored on the right side monitoring results can be checked.
Specifically, the alarm notification module 3 includes an alarm notification list module and an alarm push list module, when a faulty device is monitored, relevant information is written into a device fault information table when the faulty device is first faulty, and the fault information is pushed to a corresponding device responsible person thereof through a message interface to form a message push record, the device can be selected and then the alarm push can be clicked, the device state information can be directly pushed to the device responsible person, or a left check box button can be clicked, a plurality of devices can be selected and then the batch alarm push can be clicked, the state information of the plurality of devices can be pushed to the corresponding device responsible person, the push record can be checked by clicking the push record, the system is used for timing tasks to automatically monitor, when the faulty device is monitored to be faulty, the fault information is automatically pushed to the corresponding device responsible person thereof through a message interface to form a message push record, and the relevant information is written into the device fault information table, and when the faulty device is monitored to recover to normal state, the message push record is performed, and the message push record is generated.
Specifically, the device knowledge base module 4 includes a device knowledge base list module and a device knowledge base adding module, and adds operations, all personnel can add device monitoring knowledge information, delete, only the personnel who creates the device monitoring knowledge information can delete the device monitoring knowledge information, modify, only the personnel who creates the device monitoring knowledge information can modify the device monitoring knowledge information, query, all personnel can view the device monitoring knowledge information, select devices, fill in fault description and processing methods, upload accessories, click a "save" button, and save the device knowledge base information to the system.
Specifically, the running state analysis module 5 includes an equipment overall analysis module, an equipment knowledge base adding module, and an equipment knowledge base adding module.
Specifically, the device list management module is used for displaying device names, primary types, secondary types, IP addresses, affiliated departments, responsible persons, positions, starting detection, device states, latest monitoring time and operation information, the responsible person management module is used for inputting responsible person information of appointed authorities, the device adding module is used for inputting device names, primary types, secondary types, IP addresses, affiliated departments, responsible persons, positions, starting detection, device states, latest monitoring time and operation information, and the importing module is used for downloading form templates and importing forms.
Specifically, the device monitoring management module comprises a device monitoring management module, a device fault recording module and a device monitoring rule module.
Specifically, the alarm notification module 3 includes an alarm notification list module and an alarm push list module.
Specifically, the device knowledge base module 4 includes a device knowledge base list module and a device knowledge base adding module, the running state analysis module 5 includes a device overall analysis module, a device knowledge base adding module and a device knowledge base adding module, the device overall situation shows the current latest device total number, online number and number of dropped lines, the device dropped line situation shows the current latest dropped line time length to exceed the number of devices of one day, two days or two days, the device primary classified dropped line situation shows the dropped line number of the current month primary device type, the device secondary classified dropped line situation shows the dropped line number of the current month secondary device type, the monthly dropped line situation shows the dropped line number of each month of the current year, and the clicked number can check the dropped line device information.
Working principle:
After logging in the system, the device and responsible person information can be manually added or imported or the device and responsible person information can be automatically imported by combining the device management module 1, the device list information is directly displayed after the device and responsible person information are manually added and logged in the system, the device is clicked to add, the device information device name, the device type, the device IP address, the device starting time, the department to which the device belongs, the position of the device and whether monitoring is started or not are filled in, and the responsible person information is filled in: the name of the responsible person, the contact way of the responsible person, the ISC user ID or account number (used when pushing the alarm message), and the department to which the responsible person belongs, a plurality of responsible persons can be added on the same equipment to pay attention to: manually adding equipment information on an interface, if the equipment IP address is repeated with the existing equipment, prompting not to allow addition, checking whether the IP address is correct, clicking a save button after the equipment information and the responsible person information are filled, namely saving the equipment and the responsible person information thereof into a database, clicking an import button, clicking a download template based on the import module, downloading an excel template, arranging all equipment basic information and associated equipment responsible person information according to a template format in a system download template, clicking and uploading to realize batch equipment information import and equipment responsible person import, wherein the import equipment information comprises: the device monitoring module 2 is mainly composed of three parts, namely, a device monitoring rule, a device monitoring management and a device fault record, and is used for automatically monitoring a system, wherein the monitoring rule is mainly defined according to the first class and the second class of the belonging device, the monitoring rule firstly queries the monitoring rule corresponding to the first class and the second class of the belonging device, if not, the monitoring rule is monitored according to the rule that the first class and the second class are all, namely, the rule is automatically monitored once in 1 hour, after the device monitoring rule is disabled, the monitoring rule can be deleted only, the monitoring mode is divided into automatic monitoring and manual monitoring, the device in the system is automatically monitored according to the set device monitoring rule, the monitoring rule is automatically monitored by the system, the monitoring system does not need to click a monitoring button on the left side, the monitoring is manually monitored by the monitoring button, the monitoring is manually clicked on the monitoring button, the monitoring platform can be clicked after the monitoring is manually monitored by the system, the monitoring button is selected, the monitoring platform is clicked for a plurality of the monitoring buttons is clicked, checking the monitoring result, when the equipment with faults is monitored, writing relevant information into an equipment fault information table for the first time, pushing the fault information to corresponding equipment responsible persons through a message interface to form a message pushing record, notifying an alarm, displaying an alarm notification list, selecting equipment and then clicking an alarm pushing, namely, directly pushing equipment state information to the equipment responsible persons, clicking a left check box button, selecting a plurality of pieces of equipment and then clicking a batch alarm pushing button, pushing the state information of the plurality of pieces of equipment to the corresponding equipment responsible persons, clicking the pushing record to check the pushing record, automatically monitoring by a system timing task, automatically pushing the fault information to the corresponding equipment responsible persons through the message interface when the equipment with faults is monitored for the first time, forming a message pushing record, writing relevant information into a device fault information table, carrying out message pushing when the fault device is monitored to be recovered to normal through a device monitoring function, generating the message pushing record, adding a device knowledge base, adding operation, adding device monitoring knowledge information to all personnel, deleting, modifying, checking, selecting a device, filling in a fault description and processing method, uploading an accessory, clicking a save button, saving the device knowledge base information to a system, analyzing an operation state, and displaying the current latest total number of devices, online number, number of devices and total number of devices in the whole situation of the device The device disconnection condition shows the current latest disconnection time length to exceed the device quantity of one day, more than two days or more than two days, the device first-class disconnection condition shows the disconnection quantity of the current month first-class device type, the device second-class disconnection condition shows the disconnection quantity of the current month second-class device type, the month disconnection condition shows the disconnection quantity of each month of the current year, and the click quantity can view the disconnection device information.
The foregoing is merely a preferred embodiment of the present invention, and it should be noted that modifications and improvements could be made by those skilled in the art without departing from the inventive concept, which fall within the scope of the present invention.

Claims (10)

1.一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于,包括:1. A unified Internet of Things device operation status monitoring system based on power data, characterized by comprising: 设备管理模块(1),用于设备管理;A device management module (1), used for device management; 设备监测模块(2),用于设备监测;An equipment monitoring module (2), used for equipment monitoring; 告警通知模块(3),设备信息告警通知;Alarm notification module (3), device information alarm notification; 设备知识库模块(4),用于设备知识储存和录入;Equipment knowledge base module (4), used for equipment knowledge storage and entry; 运行状态分析模块(5),对电网设备进行运行状态分析;An operation status analysis module (5) performs operation status analysis on power grid equipment; 登录模块,用于管理人员登录系统;Login module, used for administrators to log into the system; 数据导入模块,用于电网设备信息的导入;Data import module, used to import power grid equipment information; 数据库模块,用于数据的加密与储存;Database module, used for data encryption and storage; 所述登录模块与数据库模块之间双向信号连接,所述数据导入模块与设备管理模块(1)之间双向信号连接,所述设备管理模块(1)与设备监测模块(2)之间双向信号连接,所述告警通知模块(3)与设备监测模块(2)之间双向信号连接,所述设备知识库模块(4)与数据库模块之间双向信号连接,所述运行状态分析模块(5)与设备监测模块(2)之间双向信号连接。A two-way signal connection is formed between the login module and the database module, a two-way signal connection is formed between the data import module and the device management module (1), a two-way signal connection is formed between the device management module (1) and the device monitoring module (2), a two-way signal connection is formed between the alarm notification module (3) and the device monitoring module (2), a two-way signal connection is formed between the device knowledge base module (4) and the database module, and a two-way signal connection is formed between the operation status analysis module (5) and the device monitoring module (2). 2.根据权利要求1所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述设备管理模块(1)包括设备列表管理模块与负责人管理模块,所述设备列表管理模块包括设备添加模块与导入模块。2. According to claim 1, a unified Internet of Things device operation status monitoring system based on power data is characterized in that: the device management module (1) includes a device list management module and a responsible person management module, and the device list management module includes a device adding module and an importing module. 3.根据权利要求2所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述设备监测模块(2)包括设备监测管理模块、设备故障记录模块与设备监测规则模块。3. A unified Internet of Things device operation status monitoring system based on power data according to claim 2, characterized in that: the device monitoring module (2) includes a device monitoring management module, a device fault recording module and a device monitoring rule module. 4.根据权利要求3所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述告警通知模块(3)包括告警通知列表模块与告警推送列表模块。4. A unified Internet of Things device operation status monitoring system based on power data according to claim 3, characterized in that: the alarm notification module (3) includes an alarm notification list module and an alarm push list module. 5.根据权利要求4所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述设备知识库模块(4)包括设备知识库列表模块与设备知识库添加模块。5. A unified Internet of Things device operation status monitoring system based on power data according to claim 4, characterized in that: the device knowledge base module (4) includes a device knowledge base list module and a device knowledge base addition module. 6.根据权利要求5所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述运行状态分析模块(5)包括设备总体分析模块、设备知识库添加模块与设备知识库添加模块。6. A unified Internet of Things device operation status monitoring system based on power data according to claim 5, characterized in that: the operation status analysis module (5) includes an equipment overall analysis module, an equipment knowledge base addition module and an equipment knowledge base addition module. 7.根据权利要求6所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述设备列表管理模块用于显示设备名称、一级类型、二级类型、IP地址、所属部门、负责人、所在位置、启用检测、设备状态、最新监测时间与操作信息,所述负责人管理模块用于录入指定权限的负责人信息,所述设备添加模块用于录入设备名称、一级类型、二级类型、IP地址、所属部门、负责人、所在位置、启用检测、设备状态、最新监测时间与操作信息,所述导入模块用于下载表格模板与导入表格。7. According to claim 6, a unified Internet of Things device operation status monitoring system based on power data is characterized in that: the device list management module is used to display the device name, primary type, secondary type, IP address, department, person in charge, location, enable detection, device status, latest monitoring time and operation information; the person in charge management module is used to enter the person in charge information of the specified authority; the device adding module is used to enter the device name, primary type, secondary type, IP address, department, person in charge, location, enable detection, device status, latest monitoring time and operation information; the import module is used to download table templates and import tables. 8.根据权利要求7所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述设备监测管理模块包括设备监测管理模块、设备故障记录模块与设备监测规则模块。8. According to a unified Internet of Things device operation status monitoring system based on power data as described in claim 7, it is characterized in that: the device monitoring management module includes a device monitoring management module, a device fault recording module and a device monitoring rule module. 9.根据权利要求8所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述告警通知模块(3)包括告警通知列表模块与告警推送列表模块。9. A unified Internet of Things device operation status monitoring system based on power data according to claim 8, characterized in that: the alarm notification module (3) includes an alarm notification list module and an alarm push list module. 10.根据权利要求9所述的一种基于电力数据的统一物联网设备运行状态监测系统,其特征在于:所述设备知识库模块(4)包括设备知识库列表模块与设备知识库添加模块,所述运行状态分析模块(5)包括设备总体分析模块、设备知识库添加模块与设备知识库添加模块。10. A unified Internet of Things device operation status monitoring system based on power data according to claim 9, characterized in that: the device knowledge base module (4) includes a device knowledge base list module and a device knowledge base addition module, and the operation status analysis module (5) includes a device overall analysis module, a device knowledge base addition module and a device knowledge base addition module.
CN202311467290.6A 2023-11-07 2023-11-07 A unified IoT equipment operation status monitoring system based on power data Pending CN117977789A (en)

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Cited By (1)

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Publication number Priority date Publication date Assignee Title
CN118278923A (en) * 2024-06-03 2024-07-02 山东淼汇智能科技有限公司 Operation and maintenance management system and method for rail transit AFC equipment

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118278923A (en) * 2024-06-03 2024-07-02 山东淼汇智能科技有限公司 Operation and maintenance management system and method for rail transit AFC equipment

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