Park comprehensive operation management system

Abstract

The embodiment of the invention provides a park comprehensive operation management system, which comprises a production monitoring module, an enterprise service module, a data processing module and a data visualization module, and is characterized in that the data processing module is respectively connected with the production monitoring module, the enterprise service module and the data visualization module; the production monitoring module is used for collecting park operation data through monitoring equipment, and the park operation data comprises equipment data, energy consumption data and environment data; the enterprise service module is used for collecting enterprise operation data in the park and calculating productivity parameters according to the operation data; the data processing module is used for analyzing and processing the collected park operation data and productivity parameters, identifying park operation and enterprise operation states, and generating corresponding alarm information when an abnormal condition is detected; and the data visualization module is used for visually displaying the data processed by the data processing module through a large data display screen and giving an alarm according to the received alarm information.

Description

Technical Field

[0001] This document relates to the field of smart park technology, and in particular to a comprehensive park operation and management system. Background Art

[0002] In recent years, with the rapid development of science and technology and the Internet of Things, more and more new elements have been incorporated into urbanization, and smart cities and smart parks have gradually penetrated into corporate management and people's lives.

[0003] There are many units in the park, and the park management party needs to operate and manage these units. Operation and management are inseparable from the data collection link. However, based on the existing monitoring technology, it is impossible to effectively collect park data, and the smooth operation of the park cannot be effectively guaranteed. The existing monitoring technology has the following problems: data collection and integration problems; intelligent judgment of operation status problems; traditional manual inspections or experience judgments have lags and inaccuracies; visualization and alarm coordination problems. In order to solve the above problems, the present invention proposes a comprehensive park operation management system. Summary of the invention

[0004] One or more embodiments of this specification provide a park comprehensive operation management system, including:

[0005] A production monitoring module, an enterprise service module, a data processing module and a data visualization module, wherein the data processing module is connected to the production monitoring module, the enterprise service module and the data visualization module respectively;

[0006] The production monitoring module is used to collect park operation data through monitoring equipment, and the park operation data includes equipment data, energy consumption data and environmental data;

[0007] The enterprise service module is used to collect the operation data of enterprises in the park and calculate the production capacity parameters based on the operation data;

[0008] The data processing module is used to analyze and process the collected park operation data and capacity parameters, identify the park operation and enterprise operation status, and generate corresponding alarm information when an abnormal situation is detected;

[0009] The data visualization module is used to visualize the data processed by the data processing module through a large data display screen, and to issue an alarm based on the received alarm information.

[0010] Furthermore, the production monitoring module specifically includes:

[0011] Equipment monitoring unit, which is used to install sensors on key equipment in the park, conduct digital management of various types of equipment, and use Internet of Things technology to transmit equipment data to the data processing module in real time;

[0012] Energy monitoring unit, which is used to install energy metering equipment at energy consumption nodes in the park, collect energy data, monitor energy consumption in the park in real time, and transmit the collected energy data to the data processing module in real time;

[0013] The environmental monitoring unit is used to set up fixed monitoring points to collect information about the atmosphere, water, soil and noise in the park, and transmit the collected environmental data to the data processing module in real time.

[0014] Furthermore, the sensors of the equipment monitoring unit include a temperature sensor, a pressure sensor and a vibration sensor, which are used to monitor the operating status of the equipment.

[0015] Furthermore, the energy metering equipment includes smart electricity meters, water meters and natural gas meters.

[0016] Furthermore, the enterprise operation data includes basic information and production information of enterprises in the park. The basic information includes: enterprise name, registered address, business scope and contact information; the production information includes: enterprise employee information, production workshop information, employee work rules and work equipment information.

[0017] Furthermore, the data processing module is specifically used for:

[0018] First, the collected park operation data and capacity parameter data are preprocessed, missing values ​​are filled, outliers are marked, and the data formats from different sources are unified to store the park operation data and enterprise operation data separately;

[0019] Build digital twin systems of parks and enterprises based on pre-processed park operation data and enterprise operation data;

[0020] The digital twin system based on parks and enterprises analyzes the park operation data and enterprise operation data respectively, identifies anomalies of the park operation data and enterprise operation data based on preset thresholds, and generates corresponding alarm information when anomalies are detected.

[0021] Furthermore, the data visualization module is specifically used for:

[0022] The changing trends and proportional relationships of various data indicators in the park are displayed in the form of line graphs, bar graphs and pie charts, presenting data information intuitively;

[0023] Display the location and status information of each monitoring device in the park through a map, helping managers to monitor the operation of the park's monitoring equipment in real time;

[0024] The dashboard displays the real-time values ​​and status of park operation data and enterprise operation data, allowing managers to understand the park operation status;

[0025] When the alarm information of the data processing module is received, the alarm information is displayed on the data display screen and an alarm is sounded through a buzzer, and the alarm information includes specific abnormal data.

[0026] Furthermore, the data visualization module also provides a reporting function, which uses web crawler technology to capture external information from the Internet, including industry news, research reports and market data, and integrates it with the internal enterprise data of the park. It analyzes the integrated internal and external data through machine learning algorithms, generates various reports, and provides managers with detailed data analysis and decision support.

[0027] Furthermore, the system also includes a security monitoring module, which includes security equipment installed in the park, including cameras and intelligent access control systems, forming a park security monitoring network. By real-time acquisition, storage and analysis of video images, image recognition technology is used to achieve identity authentication and behavior analysis of personnel and vehicles, and automatic alarm for abnormal situations.

[0028] Furthermore, the monitoring device is connected to the data processing module via Wi-Fi, Bluetooth or 4G / 5G network, and transmits the monitoring data to the data processing module in real time.

[0029] By adopting the embodiment of the present invention, the park operation data and the enterprise operation data are collected from different dimensions through the production monitoring module and the enterprise service module respectively, and the data processing module is used for unified processing, so as to break the dilemma of scattered data sources and realize centralized management and comprehensive analysis of data; with the help of the data analysis capability of the data processing module, a model is established based on a large amount of operation data and production capacity parameters, the operation status of the park and the enterprise is accurately identified, potential risks and anomalies are detected in advance, and the lag and inaccuracy of traditional manual inspections or experience judgments are changed; the data visualization module presents the processed data intuitively on the large screen, which is convenient for managers to control the overall situation, and in the event of an abnormality, it can timely alarm according to the alarm information generated by the data processing module, thereby improving the emergency response speed and ensuring the efficiency and safety of park operations.

[0030] The above description is only an overview of the technical solution of the present invention. In order to more clearly understand the technical means of the present invention, it can be implemented according to the contents of the specification. In order to make the above and other purposes, features and advantages of the present invention more obvious and easy to understand, the specific implementation methods of the present invention are listed below. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] In order to more clearly illustrate one or more embodiments of this specification or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in this specification. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative labor.

[0032] Figure 1 A schematic diagram of the composition of a comprehensive park operation and management system provided in one or more embodiments of this specification. DETAILED DESCRIPTION

[0033] In order to enable those skilled in the art to better understand the technical solutions in one or more embodiments of this specification, the following will be combined with the drawings in one or more embodiments of this specification to clearly and completely describe the technical solutions in one or more embodiments of this specification. Obviously, the described embodiments are only part of the embodiments of this specification, not all of the embodiments. Based on one or more embodiments of this specification, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of this document.

[0034] According to an embodiment of the present invention, a park comprehensive operation management system is provided. Figure 1 A schematic diagram of the composition of a park integrated operation management system provided in one or more embodiments of this specification, such as Figure 1 As shown, the park comprehensive operation management system according to an embodiment of the present invention specifically includes: a production monitoring module 10, an enterprise service module 20, a data processing module 30 and a data visualization module 40, and the data processing module 30 is connected to the production monitoring module 10, the enterprise service module 20 and the data visualization module 40 respectively.

[0035] The production monitoring module 10 is used to collect park operation data through monitoring equipment, and the park operation data includes equipment data, energy consumption data and environmental data.

[0036] The production monitoring module 10 specifically includes:

[0037] The equipment monitoring unit is used to install sensors on key equipment in the park, digitally manage various types of equipment, and use the Internet of Things technology to transmit equipment data to the data processing module in real time; the sensors of the equipment monitoring unit include temperature sensors, pressure sensors, and vibration sensors, which are used to monitor the operating status of the equipment. Temperature sensors are installed in specific parts of key equipment, such as near the windings of motors, key transmission components of mechanical equipment, etc., to sense temperature changes during the operation of the equipment in real time. When the equipment is operating normally, its temperature will be in a relatively stable and reasonable range. Once the temperature rises abnormally, it may indicate that the equipment is overloaded, has poor heat dissipation, and has increased friction of components. By obtaining temperature data in a timely manner and transmitting it to the data processing module, corresponding measures can be taken quickly to avoid damage to the equipment due to overheating, thereby ensuring production continuity and product quality. Pressure sensors are distributed in the hydraulic system, pneumatic system and various pressure-bearing components of the equipment. For example, in the water supply system in the park, pressure sensors are installed in the outlet pipe of the water pump and the water supply pipe connection of each floor to accurately measure the pressure value of the water flow in the pipe. When the pressure deviates from the normal range, it may mean that the water pump is faulty, the pipe is leaking, or the water demand fluctuates greatly. If the pressure is too low, it may cause insufficient water pressure for high-rise users, affecting normal water use; if the pressure is too high, it may cause serious accidents such as pipe rupture. Vibration sensors are usually attached to the outer casing or internal key structural parts of the equipment. For rotating equipment such as motors, fans, and some large mechanical transmission devices, the vibration directly reflects the operating status of the equipment. The vibration amplitude of the equipment in normal operation is small and has a certain regularity. When the internal parts of the equipment are worn, loose, unbalanced, etc., the vibration amplitude will increase significantly and the vibration frequency will also change. The vibration sensor transmits this vibration information to the data processing module in real time. By analyzing the vibration data, it can predict possible equipment failures in advance, arrange reasonable maintenance time, avoid downtime losses caused by sudden equipment failures, and at the same time ensure the safety of equipment operation and prevent structural damage and other safety accidents caused by excessive vibration.

[0038] The energy monitoring unit is used to install energy metering equipment at the energy consumption nodes in the park, collect energy data, monitor the energy consumption in the park in real time, and transmit the collected energy data to the data processing module in real time; the energy metering equipment includes smart electricity meters, water meters and natural gas meters.

[0039] The smart meters are installed in the distribution boxes of each building, the power access terminals of large electrical equipment, and the main distribution room of the park, etc., to accurately measure power consumption, understand the energy consumption level of the equipment, and determine whether there is power waste in the equipment, such as whether there is motor idling, excessive standby power consumption of the equipment, etc. At the same time, abnormal changes in power data may also indicate failures of electrical components inside the equipment, such as short circuits, open circuits, etc. Water meters are installed on the park's water supply mains, the water inlets of each building, and branch pipes in different water use areas to monitor water usage. Natural gas meters are mainly installed at the access points of natural gas pipelines and areas in the park where gas equipment is used, such as boiler rooms, canteens, etc. These energy metering devices use advanced sensing technology and metering algorithms to measure energy consumption flow and cumulative usage with high precision.

[0040] Energy data is collected in real time through energy metering equipment, and the data is transmitted to the data processing module at set time intervals (for example, every few minutes). Taking power data collection as an example, the electric meter uses the built-in current transformer and voltage transformer to sense the current and voltage signals in the circuit in real time, and calculates the current power and power consumption data after signal conditioning and analog-to-digital conversion. These data are transmitted to the data processing module through wired (such as RS485 bus) or wireless (such as LoRaWAN) communication. For water use data, the water meter measures the water flow velocity based on the water flow driving the impeller or ultrasonic sensor, and then calculates the water consumption, and also uploads the data regularly. Through this high-frequency and uninterrupted data collection, the dynamic changes in energy consumption in the park can be fully recorded, providing detailed historical data and real-time data support for energy management. By integrating and processing the data of each energy consumption node, the energy consumption distribution of different areas, different time periods and different types of equipment in the park can be intuitively understood. For example, the daily power consumption curve of each building in the park and the gas flow trend chart of each production workshop can be drawn. These visual monitoring results can help managers quickly discover abnormal fluctuations in energy consumption and potential energy waste problems. At the same time, the collected energy data is transmitted to the data processing module in real time through the Internet of Things technology. The data processing module can further store, organize and analyze the data, and compare it with the preset energy consumption standards and energy-saving targets, providing a scientific basis for formulating energy management strategies, adjusting energy supply plans, and carrying out energy-saving transformation projects, thereby achieving refined, intelligent and sustainable development of park energy management.

[0041] The environmental monitoring unit is used to set up fixed monitoring points to collect information about the atmosphere, water, soil and noise in the park, and transmit the collected environmental data to the data processing module in real time.

[0042] For atmospheric monitoring, the monitoring points are equipped with high-precision air quality sensors that can detect the concentrations of pollutants such as sulfur dioxide, nitrogen oxides, and particulate matter (PM2.5, PM10), reflecting the quality of the park's atmospheric environment. For example, high concentrations of PM2.5 may indicate industrial emissions or traffic dust problems in the surrounding area. Real-time data transmission facilitates timely discovery of pollution sources and the adoption of emission reduction measures. In terms of water monitoring, monitoring points are set up in key waters such as rivers, lakes, and drainage outlets in the park to collect indicators such as the pH, dissolved oxygen, chemical oxygen demand, and ammonia nitrogen in the water to determine whether there is pollution. After the data is transmitted to the data processing module, the source of pollution can be quickly located to prevent water quality deterioration from affecting the ecology and water safety. Soil monitoring points are distributed in areas that may be polluted, and parameters such as the content of heavy metals in the soil and soil fertility are measured to provide a basis for the rational use of land in the park and pollution prevention and control. Noise monitoring points are set up at the boundaries of the park and areas with frequent internal activities. The monitoring equipment continuously collects noise decibel values ​​and promptly detects areas where noise exceeds the standard, such as factory production and construction sites, so that sound insulation and noise reduction measures can be taken to ensure that the park's acoustic environment is suitable, reduce noise interference on residents and office workers, and ensure that the overall park environment is in a good state of monitoring and management to achieve sustainable development.

[0043] The monitoring device is connected to the data processing module via Wi-Fi, Bluetooth or 4G / 5G network, and transmits the monitoring data to the data processing module in real time.

[0044] The enterprise service module 20 is used to collect the operation data of enterprises in the park and calculate the capacity parameters based on the operation data. The enterprise operation data includes the basic information and production information of the enterprises in the park. The basic information includes: enterprise name, registered address, business scope and contact information. The production information includes: employee information in the enterprise, production workshop information, employee operation rules and operation equipment information. The basic information and production information of the enterprise correspond one to one. The capacity parameter range is set according to the enterprise operation data. When the calculated capacity parameter does not meet the set parameter range, an abnormal alarm is issued.

[0045] The data processing module 30 is used to analyze and process the collected park operation data and production capacity parameters, identify the park operation and enterprise operation status, and generate corresponding alarm information when an abnormal situation is detected.

[0046] First, the collected park operation data and capacity parameter data are preprocessed, missing values ​​are filled, outliers are marked, and the data formats from different sources are unified to store the park operation data and enterprise operation data separately;

[0047] Based on the pre-processed park operation data and enterprise operation data, the digital twin system of the park and the enterprise is constructed; based on the digital twin system of the park and the enterprise, the park operation data and the enterprise operation data are analyzed respectively, and the abnormal conditions of the park operation data and the enterprise operation data are identified based on the preset thresholds, and corresponding alarm information is generated when abnormal conditions are detected. Through the analysis of these data, the park operation status can be accurately identified. For example, based on the equipment monitoring data, if the failure rate of key equipment continues to rise and the maintenance frequency increases, it may indicate that there are loopholes in the overall equipment maintenance system of the park, and the operation efficiency will be affected. In terms of energy consumption data, if the energy consumption in a certain area far exceeds the historical period or the set threshold, there may be energy waste or abnormal energy consumption of equipment. In terms of enterprise operation status identification, according to the production capacity parameters, if the product output of a certain enterprise continues to decline, combined with comprehensive analysis such as equipment utilization and employee attendance data, it may be a bottleneck in the production process, changes in market demand or internal management problems. When the data deviates from the normal range or shows an abnormal trend, the system will generate an alarm message. If the concentration of atmospheric pollutants suddenly exceeds the standard, it may be that an enterprise in the park has violated the emission regulations. The alarm information will be pushed to the relevant management department in a timely manner to quickly investigate the pollution source and order rectification. In the event of abnormal production capacity of an enterprise, such as a sharp increase in the scrap rate of a production line, the alarm information will be conveyed to the production management department of the enterprise, prompting it to check the production process, raw material quality and other aspects, and correct deviations in a timely manner.

[0048] The data visualization module 40 is used to visualize the data processed by the data processing module through a data display screen, and to issue an alarm according to the received alarm information. Specifically: the changing trend and proportional relationship of various data indicators of the park are displayed in the form of line graphs, bar graphs and pie charts, and the data information is presented intuitively;

[0049] Display the location and status information of each monitoring device in the park through a map, helping managers to monitor the operation of the park's monitoring equipment in real time;

[0050] The dashboard displays the real-time values ​​and status of park operation data and enterprise operation data, allowing managers to understand the park operation status;

[0051] When the alarm information of the data processing module is received, the alarm information is displayed on the data display screen and an alarm is sounded through a buzzer, and the alarm information includes specific abnormal data.

[0052] The data visualization module also provides reporting functions. It uses web crawler technology to capture external information from the Internet, including industry news, research reports and market data, and integrates it with the internal enterprise data of the park. It uses machine learning algorithms to analyze the integrated internal and external data and generate various reports to provide managers with detailed data analysis and decision support.

[0053] The system also includes a security monitoring module, which includes security equipment installed in the park, including cameras and intelligent access control systems, forming a park security monitoring network. By real-time acquisition, storage and analysis of video images, image recognition technology is used to achieve identity authentication and behavior analysis of personnel and vehicles, and automatic alarm for abnormal situations.

[0054] The beneficial effects of the present invention are as follows:

[0055] By adopting the embodiment of the present invention, the park operation data and the enterprise operation data are collected from different dimensions through the production monitoring module and the enterprise service module respectively, and the data processing module is used for unified processing, so as to break the dilemma of scattered data sources and realize centralized management and comprehensive analysis of data; with the help of the data analysis capability of the data processing module, a model is established based on a large amount of operation data and production capacity parameters, the operation status of the park and the enterprise is accurately identified, potential risks and anomalies are detected in advance, and the lag and inaccuracy of traditional manual inspections or experience judgments are changed; the data visualization module presents the processed data intuitively on the large screen, which is convenient for managers to control the overall situation, and in the event of an abnormality, it can timely alarm according to the alarm information generated by the data processing module, thereby improving the emergency response speed and ensuring the efficiency and safety of park operations.

[0056] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or replace some or all of the technical features therein with equivalents. However, these modifications or replacements do not cause the essence of the corresponding technical solutions to deviate from the scope of the technical solutions of the embodiments of the present invention.

Claims

1. A park comprehensive operation management system, characterized in that: It includes a production monitoring module, an enterprise service module, a data processing module and a data visualization module, wherein the data processing module is connected to the production monitoring module, the enterprise service module and the data visualization module respectively; The production monitoring module is used to collect park operation data through monitoring equipment, and the park operation data includes equipment data, energy consumption data and environmental data; The enterprise service module is used to collect the operation data of enterprises in the park and calculate the production capacity parameters based on the operation data; The data processing module is used to analyze and process the collected park operation data and capacity parameters, identify the park operation and enterprise operation status, and generate corresponding alarm information when an abnormal situation is detected; The data visualization module is used to visualize the data processed by the data processing module through a large data display screen, and to issue an alarm based on the received alarm information.

2. The system according to claim 1, characterized in that The production monitoring module specifically includes: Equipment monitoring unit, which is used to install sensors on key equipment in the park, conduct digital management of various types of equipment, and use Internet of Things technology to transmit equipment data to the data processing module in real time; Energy monitoring unit, which is used to install energy metering equipment at energy consumption nodes in the park, collect energy data, monitor energy consumption in the park in real time, and transmit the collected energy data to the data processing module in real time; The environmental monitoring unit is used to set up fixed monitoring points to collect information about the atmosphere, water, soil and noise in the park, and transmit the collected environmental data to the data processing module in real time.

3. The system according to claim 2, characterized in that The sensors of the equipment monitoring unit include a temperature sensor, a pressure sensor and a vibration sensor, which are used to monitor the operating status of the equipment.

4. The system according to claim 2, characterized in that The energy metering equipment includes smart electricity meters, water meters and natural gas meters.

5. The system according to claim 1, characterized in that The enterprise operation data includes the basic information and production information of the enterprises in the park. The basic information includes: enterprise name, registered address, business scope and contact information; the production information includes: enterprise employee information, production workshop information, employee work rules and work equipment information.

6. The system according to claim 1, characterized in that The data processing module is specifically used for: First, the collected park operation data and capacity parameter data are preprocessed, missing values ​​are filled, outliers are marked, and the data formats from different sources are unified before the park operation data and enterprise operation data are stored separately; Build digital twin systems of parks and enterprises based on pre-processed park operation data and enterprise operation data; The digital twin system based on parks and enterprises analyzes the park operation data and enterprise operation data respectively, identifies abnormal situations of the park operation data and enterprise operation data based on preset thresholds, and generates corresponding alarm information when abnormal situations are detected.

7. The system according to claim 1, characterized in that The data visualization module is specifically used for: The changing trends and proportional relationships of various data indicators in the park are displayed in the form of line graphs, bar graphs and pie charts, presenting data information intuitively; Display the location and status information of each monitoring device in the park through a map, helping managers to monitor the operation of the park's monitoring equipment in real time; The dashboard displays the real-time values ​​and status of park operation data and enterprise operation data, allowing managers to understand the park operation status; When the alarm information of the data processing module is received, the alarm information is displayed on the data display screen and an alarm is sounded through a buzzer, wherein the alarm information includes specific abnormal data.

8. The system according to claim 7, characterized in that The data visualization module also provides reporting functions, which uses web crawler technology to capture external information from the Internet, including industry news, research reports and market data, and integrates it with the internal enterprise data of the park. It analyzes the integrated internal and external data through machine learning algorithms and generates various reports to provide managers with detailed data analysis and decision support.

9. The system according to claim 1, characterized in that The system also includes a security monitoring module, which includes security equipment installed in the park, including cameras and intelligent access control systems, forming a park security monitoring network. By real-time acquisition, storage and analysis of video images, image recognition technology is used to achieve identity authentication and behavior analysis of personnel and vehicles, and automatic alarm for abnormal situations.

10. The system according to claim 1, characterized in that The monitoring device is connected to the data processing module via Wi-Fi, Bluetooth or 4G / 5G network, and transmits the monitoring data to the data processing module in real time.

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