WO2021217695A1

WO2021217695A1 - Smart data collection and sorting system for smart factory framework-based power supply and distribution grid

Info

Publication number: WO2021217695A1
Application number: PCT/CN2020/089106
Authority: WO
Inventors: 唐丽; 白江涛; 赵忠
Original assignee: 深圳市双合电气股份有限公司
Priority date: 2020-04-29
Filing date: 2020-05-08
Publication date: 2021-11-04
Also published as: LU500416B1; LU500416A1; CN111581196A

Abstract

A smart data collection and sorting system (1) for a smart factory framework-based power supply and distribution grid, which is applied to a power supply and distribution system, comprising: a monitoring system (11), a configuration management system (12), a data sorting system (13), a data collection system (14) and a data storage system (15), wherein the data storage system (15) is used to store data, and the data storage system (15) comprises a time series database, a real-time database and a data warehouse. The system (1) may achieve the data sorting of the power supply and distribution system, so as to help managers quickly make, on the basis of the entire system (1), targeted decisions on the entirety of or part of the system (1), and implement efficient management and control. The present system may replace traditional manual inspection modes, has strong early warning capability, is convenient for management, and helps to ensure operational safety. At the same time, the present system may also facilitate the further mining of data in the power supply and distribution system so as to facilitate the comprehensive utilization of the data, thereby helping to build a new operation and management mechanism.

Description

Intelligent data collection and arrangement system for supply and distribution power grid based on smart factory framework

Technical field

The invention relates to a smart data collection and sorting system for a power grid for distribution and use based on a smart factory framework.

Background technique

The power supply and distribution grid in the industrial field provides factories with the supply and distribution of electrical energy required for production. Its working mode is to step down the power of the power system and redistribute the power to each plant or workshop. It consists of a factory step-down substation, high-voltage distribution lines, workshop substations, low-voltage distribution lines and electrical equipment. .

At present, the intelligent monitoring of the supply and distribution grid in the industrial field is limited to the electrical status monitoring of the high-voltage substations in the factory and the power consumption monitoring of some high-energy-consuming equipment. Most of the distribution transformers, distribution lines, power distribution cabinets, Electric equipment has not been monitored in time and effectively. It mainly relies on manual inspection and manual recording of operating parameters, which is inefficient, unsuitable for retention, unable to monitor in real time, weak early warning capabilities, lack of perception capabilities, and weak automatic emergency response capabilities. In addition, some power rooms are scattered and difficult to manage, and it is difficult to ensure operational safety.

In the process of building a smart factory, there is a lack of complete operating data of the power supply and distribution grid, and the equipment of the power supply and distribution grid is not modeled, which makes it impossible to use the data to build the operating status of the power supply and production equipment. Model and correlation mapping, and the operating data of the power grid for distribution and other production process data cannot be effectively correlated, resulting in low data mining and low comprehensive utilization rate.

Summary of the invention

Aiming at the relatively unreasonable problem of the existing intelligent data collection, the present invention provides a smart data collection and arrangement system for the distribution grid based on the smart factory framework.

The technical solutions proposed by the present invention for the above technical problems are as follows:

The present invention provides a smart data collection and arrangement system for the power supply and distribution grid based on the framework of a smart factory, which is applied to the power supply and distribution system, and includes:

Monitoring system, the monitoring system is used to collect the operation data of the factory's supply and distribution power grid preset supply and distribution monitoring node and the preset electricity consumption monitoring node, and use the preset analysis model to analyze and process to output in real time for reflection Monitoring data of the running status, energy consumption status, fault status and/or life status of the monitoring node;

A configuration management system, which is used to configure and manage data collection strategies, data storage strategies, and data sorting strategies according to configuration management data;

A data sorting system, the data sorting system is used to obtain the configuration management data to obtain the corresponding original data according to the data sorting strategy corresponding to the configuration management data, and reconstruct the original data into preset levels and presets Application dimension of electricity supply and distribution model data;

A data acquisition system, the data acquisition system is in communication connection with the monitoring system, the preset system in the power supply and distribution system, and the data acquisition system is used to collect the monitoring data, the power supply and distribution system The power supply and distribution data and production process data of the system are preset and analyzed to classify the data; the preset system of the power supply and distribution system includes a data acquisition and monitoring control system, an electric energy meter reading system and/or energy management system;

A data storage system, the data storage system is respectively connected to the configuration management system, the data sorting system, and the data acquisition system in communication connection, the data storage system is used to store data, and the data storage system includes a time sequence Database, real-time database and data warehouse, including:

The time series database is used to store time series data classified by the data collection system with real-time requirements;

The real-time database is used to store data classified by the data collection system that has real-time monitoring requirements;

The data warehouse includes at least an original database, a configuration management database, and a theme application database; wherein the original database stores the original data collected by the data collection system; the configuration management database correspondingly stores the configuration management data, the theme The application database correspondingly stores the data of the electricity supply and distribution model.

According to the aforementioned intelligent data collection and arrangement system for the power supply and distribution grid based on the smart factory framework, the preset power supply and distribution monitoring nodes include one or more of the following: power supply lines, feeder circuits, transformers, gas insulated combined electrical appliances Equipment, circuit breakers;

The preset electricity consumption monitoring nodes include one or more of the following: asynchronous motors, air compressors, induced draft fans, blowers, primary fans, and water pumps.

According to the aforementioned intelligent data collection and sorting system for the supply and distribution power grid based on the smart factory framework, the time-serialized data with real-time requirements is production chain trip data and/or production line load abnormal fluctuation data.

According to the above-mentioned intelligent data collection and arrangement system for the supply and distribution grid based on the intelligent factory framework, the monitoring system includes:

A front-end signal collection module, which is used to collect sensor data and sensor signals within the range of the power grid for distribution.

According to the aforementioned intelligent data collection and arrangement system for power grids based on the smart factory framework, the monitoring system further includes an analog/digital conversion module and a data collection and arrangement module,

The analog/digital conversion module includes a sample-and-hold circuit and an analog/digital conversion circuit for sampling and holding the analog signal collected by the front-end signal acquisition module and performing analog/digital conversion to obtain corresponding conversion data;

The data collection and sorting module is used to receive the conversion data and perform data processing to obtain operating status data of different equipment and/or systems in the power supply and distribution network.

According to the above-mentioned intelligent data collection and sorting system for the power grid based on the smart factory framework, the monitoring system further includes a data communication interface, and the data communication interface is used to transmit the monitoring data to the data collection system.

According to the above-mentioned intelligent data collection and sorting system for power grids based on the smart factory framework, the front-end signal collection module includes a sensor signal collection module, a sensor signal receiving module, and a digital signal analysis module, wherein:

The sensor signal acquisition module is used to collect AC analog signals and DC analog signals of equipment and instruments within the power grid for distribution;

The sensor signal receiving module is used for receiving analog signals of existing sensors in the power grid for distribution;

The digital signal analysis module is used to access and analyze the signal output by the smart meter in the distribution power grid.

According to the above-mentioned intelligent data collection and sorting system for power grids based on the smart factory framework, the monitoring system further includes a signal anti-interference module, the signal anti-interference module includes an isolation conversion circuit and a filter circuit, the isolation conversion circuit and filter The circuit is used for isolating, converting and filtering the analog signals collected by the sensing acquisition module and the sensing signal receiving module.

According to the above-mentioned intelligent data collection and sorting system for the distribution grid based on the smart factory framework, the original database is also used to store the calculation results obtained by using the data in the real-time database and the data in the real-time database to determine The alarm event.

According to the foregoing smart factory framework-based smart data collection and sorting system for the power supply and distribution grid, the subject application database includes at least one or more of the following power supply and distribution model data:

Power supply equipment model data, electrical equipment model data, equipment topic model data, production process topic model data, matching related topic model data.

The beneficial effects brought about by the technical solutions provided by the embodiments of the present invention are:

Use the data acquisition system to collect the data output by the monitoring system and the power supply and distribution data and production process data of the preset system in the power supply and distribution system, and analyze this part of the data to facilitate further classification of the data. After that, the data storage system is used to store the configuration management data output by the configuration management system, the power supply model data constructed by the data sorting system, and the classified data are stored in the corresponding database, thereby realizing the implementation of the power supply and distribution system Data sorting, so that managers can quickly make targeted decisions on the whole or part of the system based on the entire system, and realize efficient management and control. It can replace the traditional manual inspection mode. It has strong early warning capabilities, convenient management, and helps ensure operation Safety. At the same time, it can also facilitate the further mining of the data in the power supply and distribution system to facilitate the comprehensive utilization of the data, thereby helping to build a new operation and management mechanism.

Description of the drawings

In order to explain the technical solutions in the embodiments of the present invention more clearly, the following will briefly introduce the drawings needed in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative work.

FIG. 1 is a schematic diagram of the system architecture of the intelligent data collection and arrangement system for the distribution grid based on the intelligent factory framework provided by the present invention;

2 is a block diagram of the structural relationship between the various subsystems of the intelligent data collection and arrangement system for the distribution grid based on the factory framework provided by the present invention;

Fig. 3 is a block diagram of the monitoring system structure of the intelligent data collection and arrangement system for the distribution grid based on the factory framework provided by the present invention;

4 is a block diagram of the data classification of the theme application database of the intelligent data collection and arrangement system for the distribution grid based on the factory framework provided by the present invention and the relationship with other systems and databases.

Detailed ways

In order to make the objectives, technical solutions, and advantages of the present invention clearer, the embodiments of the present invention will be described in further detail below in conjunction with the accompanying drawings.

Refer to FIG. 1, which is a schematic diagram of the system architecture of the intelligent data collection and arrangement system for the distribution grid based on the intelligent factory framework provided by the present invention. The intelligent data collection and arrangement system 1 for the power supply and distribution grid provided by the present invention based on the smart factory framework is mainly applied to the power supply and distribution system of the factory, and may include multiple subsystems, a monitoring system 11, a configuration management system 12, and a data arrangement system 13 , Data acquisition system 14, data storage system 15, of which,

The monitoring system 11 is used to collect the operating data of the factory's supply and distribution power grid preset power supply monitoring node and the preset power consumption monitoring node, and use the preset analysis model to analyze and process to output in real time to reflect the monitoring node Monitoring data of the operating status, energy consumption status, fault status and/or life status of the system.

The configuration management system 12 is used to configure and manage data collection strategies, data storage strategies, and data sorting strategies and output configuration management data.

The data sorting system 13 is used to obtain the configuration management data to obtain corresponding original data according to the data sorting strategy corresponding to the configuration management data, and reconstruct the original data into preset levels and preset application dimensions. Provides power distribution model data.

The data collection system 14 is in communication connection with the monitoring system 11 and the preset system in the power supply and distribution system. The data collection system 14 is used to collect the monitoring data and the preset system of the power supply and distribution system. The power supply and distribution data and production process data of the system are analyzed to classify the data; the preset system of the power supply and distribution system includes a data acquisition and monitoring control system, an electric energy meter reading system and/or an energy management system.

The data storage system 15 is respectively connected to the configuration management system 12, the data sorting system 13, and the data collection 14 system. The data storage system 15 is used to store data, and the data storage system includes Time series database, real-time database and data warehouse, including:

The invention uses the data acquisition system to collect the data output by the monitoring system and the power supply and distribution data and production process data of the preset system in the power supply and distribution system, and analyze this part of the data to facilitate further classification of the data. After that, the data storage system is used to store the configuration management data output by the configuration management system, the power supply model data constructed by the data sorting system, and the classified data are stored in the corresponding database, thereby realizing the implementation of the power supply and distribution system Data sorting, so that managers can quickly make targeted decisions on the whole or part of the system based on the entire system, and realize efficient management and control. It can replace the traditional manual inspection mode. It has strong early warning capabilities, convenient management, and helps ensure operation Safety. At the same time, it can also facilitate the further mining of the data in the power supply and distribution system to facilitate the comprehensive utilization of the data, thereby helping to build a new operation and management mechanism.

Refer to Fig. 2 in conjunction with Fig. 1, where Fig. 2 provides a block diagram of the structural relationship between the various subsystems of the intelligent data collection and arrangement system for the distribution grid based on the factory framework.

In the present invention, the monitoring system 11 can convert the power supply and distribution grid and the power supply and distribution equipment in the grid into a preset power supply and distribution monitoring node and a preset power consumption monitoring node, through transformers, sensors, Smart meters and other instruments collect the operating data of each monitoring node of the factory's supply and distribution grid, and the device has built-in operation status monitoring and analysis models for different types of equipment in the distribution grid, and maps the collected data to the above monitoring and analysis models in real time During processing and analysis, real-time output of the running status, energy consumption status, fault status, life status, etc. of the on-site monitoring node.

Wherein, the preset power supply and distribution monitoring nodes mainly include: power supply lines, feeder circuits, transformers, gas insulated switchgear (GIS), circuit breakers, and so on.

The preset power consumption monitoring nodes mainly include: asynchronous motors, air compressors, induced draft fans, blowers, primary fans, water pumps, etc.

Further, the monitoring system 11 may also have an external data communication interface, through which data communication with the data acquisition system is realized, and the collected field data is transmitted to the data acquisition system.

Here, the preset system of the point-of-supply system includes a data acquisition and monitoring control system (Supervisory Control And Data Acquisition, SCADA, which will be replaced by a SCADA system below), an electric energy meter reading system, an energy management system, and smart meters.

Specifically, referring to Fig. 3 in combination with Fig. 2, Fig. 3 is a structural block diagram of a monitoring system of a smart data collection and arrangement system for a power grid based on a factory framework provided by the present invention. The monitoring system may include a sensor acquisition module, a sensor signal receiving module, a digital signal analysis module, a signal anti-interference module, an analog/digital conversion module, a data acquisition and arrangement module, a data storage module, and a data transmission (wired/wireless) module. In addition, the monitoring system may also include a system management master (not shown in the figure) for realizing the management of signal and/or data acquisition of the monitoring data, including configuration channel settings, fixed value settings, model settings, and data storage. Settings, device alarm settings, communication transmission settings, debugging settings and other functions.

The sensor collection module has a built-in smart sensor module to realize data collection within the range of the power grid for distribution. The signals that can be collected at the same time include AC analog signals such as voltage and current, DC analog signals such as temperature and speed, protection actions, and switch status. Wait for the switch signal. The sensor acquisition module can adopt a splicing module design, and different numbers and types of intelligent sensor modules can be selected according to the needs of the scene. The intelligent sensor module adopts a wide frequency band design, and the collected data can ensure the signal measurement accuracy of no-load operation and failure at the same time, and meet the requirements of measurement and protection data analysis applications.

The sensor signal receiving module is used to realize the access to the existing sensor analog signals of temperature, pressure, rotation speed, etc. in the power supply and distribution network of the factory. The splicing module design can also be adopted, and different numbers and types of sensor signal receiving modules can be selected according to the needs of the scene.

The digital signal analysis module realizes the signal access of on-site smart meters such as protection devices, multi-function power meters, and smart meters. Built-in 103, 104, Modbus and many other communication protocols for industrial field meters. The module adopts a splicing module design, and different digital signal analysis modules can be selected according to the needs of the scene.

The sensor acquisition module, the sensor signal receiving module, and the digital signal analysis module can jointly form the aforementioned front-end signal acquisition module. For collection, each module adopts a splicing module design to meet the needs of different configurations on site. The number of various types of data collected by the front-end signal acquisition module can be configured through the "configuration channel setting" item and the "fixed value setting" item of the system management main control.

The signal anti-interference module is composed of an isolation conversion and filtering circuit, which performs isolation conversion and filtering on the analog signals collected by the sensing acquisition module and the sensing signal receiving module to prevent signal interference.

The analog/digital conversion module is composed of a sample-and-hold circuit and an analog/digital conversion circuit. The analog signal collected by the sensing acquisition module and the sensing signal receiving module is sample-held and converted into a digital signal through an internal The bus is sent to the data collection and sorting module.

The data collection and sorting module can receive the data transmitted through the analog-digital conversion module and the digital signal analysis module, and perform operations such as alignment, verification, cleaning, merging, and summary of the data, and sorts the data specifications from multiple sources into supply Operating status data of different types of equipment in the distribution network. The built-in data collection and sorting module for the power grid system node operating state model, power supply equipment operating state model (including power supply line operating state model, feeder line operating state model, transformer operating state model, GIS operating state model, circuit breaker state Models, etc.), operating state models of electrical equipment (including asynchronous motor operating state models, air compressor operating state models, induced draft fans operating state models, blower operating state models, primary fan operating state models, water pump operating state models, etc.), in The data collection module associates and maps the collected multi-source data with the corresponding power supply and distribution network system node operating state model, power supply equipment operating state model, and electrical equipment operating state model, so that the data can express the operation of the system and the power supply and distribution equipment Status, energy consumption status, fault status, life status and other information.

Here, the number and type of models of the data collection and sorting module can be configured through the "model settings" of the system management module. In addition, the data collection and sorting module can simultaneously alarm for device abnormalities and failures. Through the "device alarm settings" of the system management module, it is possible to detect device failures and device failures such as device communication abnormalities, data collection abnormalities, time abnormalities, and storage abnormalities. Perform alarm settings for exceptions.

The data storage module implements data storage on the local side of the device, and the data storage time and storage strategy can be set through the "data storage settings" item of the system management master.

The data transmission (wired/wireless) module is used to transmit the data collected by the on-site monitoring system to the data collection system in accordance with the agreed data format. The necessary configuration parameters of the data transmission (wired/wireless) module for data transmission are configured through the "communication transmission settings" of the system management module. The data transmission (wired/wireless) module is equipped with wired and wireless transmission modules, both of which adopt a modular design. Wired or/and wireless transmission can be selected according to site needs. That is, when the site has wired communication conditions such as optical fiber, you can choose the wired data transmission module; when the site does not have the wired communication conditions and meets the wireless transmission conditions, you can choose the wireless data transmission module; the site can also choose both wired and wireless data transmission modules.

Here, the debugging setting function can select the normal operation mode and debugging mode of the monitoring system. For example, when the debugging mode is selected in the debugging setting function in the system management main control, the monitoring system enters the debugging state, and the data can be checked at this time. Debugging for functions such as acquisition, storage and transmission.

Here, the configuration management system may use the configuration management data to perform management control of the data collection strategy, data storage strategy, and data management strategy on the data collection and arrangement module and the data transmission module.

In the present invention, the configuration management system 12 mainly implements configuration management of data collection strategies, data storage strategies, and data sorting strategies. Various strategies configured by users can be stored through the configuration management database.

Specifically, the configuration management system 12 can run on a common computer or server, and connect to the configuration management database through an Ethernet network. Users can flexibly construct data collection strategies, data storage strategies, and data sorting strategies that meet actual application requirements through the configuration management system according to the actual conditions of the industrial application site.

Among them, the data sorting strategy can be configured according to actual needs to configure a variety of different levels and different application dimensions of industrial production management application data model generation strategies, such as: single equipment (power supply lines, transformers, circuit breakers, fans, air compressors) , Water pumps, etc.) operation data model establishment strategy, workshop/production line electricity consumption model establishment strategy, plant-wide power supply and distribution model establishment strategy, important electricity health monitoring model establishment strategy, power quality monitoring model, economic operation monitoring model, etc. The data sorting system reads these strategies, and performs data sorting and data model generation according to the strategies. The theme application database manages application model data based on a data sorting strategy. The configuration management system mainly implements configuration management of data collection strategies, data storage strategies, and data sorting strategies. Various strategies configured by users are stored in the configuration management database by the configuration management system.

In the present invention, the data sorting system 13 can obtain a data sorting strategy from the configuration management database, and according to the data sorting strategy, obtain the corresponding original data from the original database, and then reconstruct the original data into different levels and different application dimensions. Intelligent power supply and distribution model data, and store the power supply and distribution model data in the theme application database of the data warehouse. Here, according to the needs of the application business, one or more theme application databases can be configured using the configuration management system, and one or more theme application databases can be established in the data warehouse.

Specifically, the data sorting system can be connected to the configuration management database, the original database, and the theme application database through the network, and it reads the data sorting strategy from the configuration management database, and according to the various data models configured in the data sorting strategy, The data sent by the field monitoring system and the system data acquisition module are classified, modeled, integrated, etc., to generate the corresponding industrial production management data application model, and store it in the theme application database to form the special application data model required by industrial users.

Refer to Figure 4, which is a block diagram of the data classification of the subject application database of the intelligent data collection and arrangement system for the distribution grid based on the factory framework provided by the present invention and the relationship with other systems and databases. In the theme application database, it can include power supply equipment data model, electrical equipment data model, equipment topic data model, production process topic data model, matching related topic data model, and each data model corresponds to the corresponding model data, such as power supply The equipment data model corresponds to the power supply equipment model data.

The data model of power supply equipment can be constructed from power supply line data, return line data, transformer data, GIS data, and circuit breaker data. The data model of electrical equipment can correspond to asynchronous motor data, air compressor data, induced draft fan data, and blower data. , Primary fan data and water pump data are constructed, and the equipment special data model can be constructed by operating electrical data, operating status data, equipment energy consumption data, equipment efficiency data, equipment failure data, and life status data. The production process special data model can be constructed Correspondence is constructed by operating electrical data, data status data, energy consumption data, efficiency data, fault abnormal data, production safety data, etc., matching related thematic data can correspond to main and auxiliary machine matching data, similar equipment matching data, and process group matching Data, power supply and distribution matching data, power load matching data, etc. are constructed.

It is understandable that the above-mentioned various types of data are all sorted by the data sorting system in the original database and the data in the configuration management database, and the obtained data models of different levels and different application dimensions are constructed based on the sorted data.

In the present invention, the data collection system 14 can be used to collect power supply and distribution data, production process data, etc. of monitoring systems, smart meters, SCADA systems, electric energy meter reading systems, energy management systems and other systems and equipment. Different types of data of the system are analyzed and classified, and the data is stored in the original database, time series database, and real-time database of the data warehouse.

Specifically, the data acquisition system can be run on an ordinary computer or server, and communicate with external systems such as the monitoring system, SCADA system, power meter reading system, and energy management system through a wired or wireless communication network, and through a wired network It communicates with time series database, real-time database, original database, and configuration management database. It reads configuration management data in the configuration management database to obtain data collection strategies and data storage strategies, and realizes on-site data communication collection, analysis and processing according to the data collection strategy, and According to the data storage strategy, the corresponding data is stored in the time series database, real-time database, and original database.

Here, the data acquisition system may have built-in communication protocols for various industrial field systems such as 103, 104, OPC, and a relatively independent data acquisition module can help ensure the stability and safety of data acquisition.

In the present invention, the data warehouse provides data storage, data processing, and data service support for the data collection and sorting system. The upper application of the smart factory can conveniently call the original database and various historical application data through the data warehouse service interface. The data warehouse is mainly composed of a configuration management database, one or more original databases, and one or more theme application databases. Each subject database stores data in a certain application field, serving specific business applications. The data sorting system is responsible for checking, cleaning, extracting, converting and loading data in the data warehouse according to the data sorting strategy. The data warehouse provides various data sharing services for external users through the database service interface, and ensures the security of the data warehouse by configuring data operation permissions and configuring legal access accounts.

Specifically, the data warehouse is mainly composed of a configuration management database, an original database, and a theme application database. The configuration management database mainly implements the storage of the system's data collection strategy, data storage strategy, and data sorting strategy. The original database mainly realizes the storage of the original data collected by the data collection system according to the storage strategy. The data in the original database is the raw material of the entire data warehouse. The theme application database mainly realizes the storage of the application model data after the data sorting system is sorted according to the data sorting strategy. The data warehouse provides an external access interface. Through this data interface, it provides various raw data, subject application data, etc. required by other peripheral business application systems.

The time-series database mainly realizes the storage of time-serialized data with high real-time requirements in the data, such as production chain trip data, abnormal production line load fluctuation data, etc., to track high-real-time serialized production process events And analysis to provide data support. Time series database provides external access interface to realize real-time sharing of time series data.

The real-time database mainly realizes the efficient management of the data with real-time monitoring requirements in the system, realizes the functions of real-time calculation, real-time display, real-time determination of limits, real-time alarms of events, etc., and calculates according to the built-in storage strategy. The results, alarm events, etc. are stored in the original database. Real-time database provides external access interface to realize real-time sharing of real-time data.

The time series database, real-time database, and data warehouse work together to form a complete data base platform for the power distribution and utilization of the smart factory.

The above are only the preferred embodiments of the present invention and are not intended to limit the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection of the present invention. Within range.

Claims

The intelligent data collection and sorting system of the power supply and distribution grid based on the smart factory framework is applied to the power supply and distribution system, and is characterized in that it includes:

Monitoring system, the monitoring system is used to collect the operation data of the factory's supply and distribution power grid preset supply and distribution monitoring node and the preset electricity consumption monitoring node, and use the preset analysis model for analysis and processing to output in real time for reflection Monitoring data of the running status, energy consumption status, fault status and/or life status of the monitoring node;

A configuration management system, which is used to configure and manage data collection strategies, data storage strategies, and data sorting strategies according to configuration management data;

A data sorting system, the data sorting system is used to obtain the configuration management data to obtain corresponding original data according to the data sorting strategy corresponding to the configuration management data, and reconstruct the original data into preset levels and presets Application dimension of electricity supply and distribution model data;

A data acquisition system, the data acquisition system is in communication connection with the monitoring system, the preset system in the power supply and distribution system, and the data acquisition system is used to collect the monitoring data, the power supply and distribution system The power supply and distribution data and production process data of the system are preset and analyzed to classify the data; the preset system of the power supply and distribution system includes a data acquisition and monitoring control system, an electric energy meter reading system and/or energy management system;

A data storage system, the data storage system is respectively connected to the configuration management system, the data sorting system, and the data collection system in communication, the data storage system is used to store data, and the data storage system includes a time sequence Database, real-time database and data warehouse, including:

The time series database is used to store time series data classified by the data collection system with real-time requirements;

The real-time database is used to store data classified by the data collection system that has real-time monitoring requirements;

The data warehouse includes at least an original database, a configuration management database, and a theme application database; wherein the original database stores the original data collected by the data collection system; the configuration management database correspondingly stores the configuration management data, the theme The application database correspondingly stores the data of the electricity supply and distribution model.
The intelligent data collection and arrangement system for the power supply and distribution grid based on the smart factory framework according to claim 1, wherein the preset power supply and distribution monitoring node includes one or more of the following: power supply lines, feeders Circuits, transformers, gas-insulated combined electrical equipment, circuit breakers;

The preset electricity consumption monitoring nodes include one or more of the following: asynchronous motors, air compressors, induced draft fans, blowers, primary fans, and water pumps.
The smart factory framework-based smart data collection and sorting system for supply and distribution power grids according to claim 1, wherein the time-serialized data with real-time requirements is production chain trip data and/or production line load abnormal fluctuation data .
The intelligent data collection and arrangement system for the power grid for distribution and use based on the intelligent factory framework according to claim 1, wherein the monitoring system comprises:

A front-end signal collection module, which is used to collect sensor data and sensor signals within the range of the power grid for distribution.
The intelligent data collection and sorting system for the distribution grid based on the smart factory framework according to claim 4, wherein the monitoring system further comprises an analog/digital conversion module and a data collection and sorting module,

The analog/digital conversion module includes a sample-and-hold circuit and an analog/digital conversion circuit for sampling and holding the analog signal collected by the front-end signal acquisition module and performing analog/digital conversion to obtain corresponding conversion data;

The data collection and sorting module is used to receive the conversion data and perform data processing to obtain operating status data of different equipment and/or systems in the power supply and distribution network.
The intelligent data collection and arrangement system for the distribution grid based on the intelligent factory framework according to claim 4, wherein the monitoring system further comprises a data communication interface, and the data communication interface is used to transmit the monitoring data to The data acquisition system.
The smart factory framework-based smart data collection and sorting system for the distribution grid according to claim 4, wherein the front-end signal collection module includes a sensor signal collection module, a sensor signal receiving module, and a digital signal analysis module, in:

The sensor signal acquisition module is used to collect AC analog signals and DC analog signals of equipment and instruments within the power grid for distribution;

The sensor signal receiving module is used for receiving analog signals of existing sensors in the power grid for distribution;

The digital signal analysis module is used to access and analyze the signal output by the smart meter in the distribution power grid.
The intelligent data collection and arrangement system for the distribution grid based on the smart factory framework of claim 7, wherein the monitoring system further includes a signal anti-interference module, and the signal anti-interference module includes an isolation conversion circuit and a filter circuit , The isolation conversion circuit and the filter circuit are used to perform isolation conversion and filtering on the analog signals collected by the sensing acquisition module and the sensing signal receiving module.
The intelligent data collection and sorting system for the distribution grid based on the smart factory framework according to claim 1, wherein the original database is also used to store calculation results obtained by using the data in the real-time database, and use all the data in the real-time database. The alarm event determined by the data in the real-time database.
The smart factory framework-based smart data collection and sorting system for the power supply and distribution grid according to claim 1, wherein the theme application database includes at least one or more of the following power supply and distribution model data:

Power supply equipment model data, electrical equipment model data, equipment topic model data, production process topic model data, matching related topic model data.