CN111600918A - Equipment operation and maintenance management system and method based on mobile terminal - Google Patents
Equipment operation and maintenance management system and method based on mobile terminal Download PDFInfo
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- H—ELECTRICITY
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Abstract
The invention relates to a device operation and maintenance management system based on a mobile terminal, which comprises a server group, wherein the server group comprises a plurality of servers, the servers are in communication connection with a field device group, and the server group is in wireless communication connection with a field mobile monitoring terminal, a remote mobile monitoring terminal and a field display through a wireless switch. The server comprises a data acquisition module, a data analysis module, an acquisition information database, an alarm module, an alarm information database, a data statistics module and a statistical information database. The mobile monitoring terminal comprises an equipment integral operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page. The invention also discloses a device operation and maintenance management method, which comprises the processes of data acquisition, data analysis, data conversion, data statistics and abnormal data alarm. The invention adopts an efficient data acquisition, analysis and alarm operation and maintenance management system based on the Internet of things, and has the characteristics of intelligence and high efficiency.
Description
Technical Field
The invention relates to an equipment operation and maintenance management system and method, in particular to an equipment operation and maintenance management system and method based on a mobile terminal, and belongs to the field of equipment operation and maintenance management.
Background
The equipment operation and maintenance management refers to a process of carrying out multi-equipment efficient maintenance and management on an Internet of things platform which is based on the requirement of quick response and is suitable for the production environment and conditions of an enterprise. At present, the mode that the operation and maintenance personnel regularly patrol, regularly overhaul and manually record the combination together is mostly adopted to the operation and maintenance management of equipment to manufacturing enterprise, can not in time make a response when equipment breaks down, adopts on-the-spot artifical maintenance simultaneously, lacks measured data support, hardly finds out the fault reason fast, and the overhaul of the equipments degree of difficulty is more and more big, and maintenance efficiency reduces, can not satisfy the needs of modern enterprise.
Disclosure of Invention
The invention discloses a new scheme for equipment operation and maintenance management system and method based on a mobile terminal, and solves the problems of high operation and maintenance difficulty and low efficiency of the existing scheme by adopting an efficient data acquisition, analysis and alarm operation and maintenance management system based on the Internet of things.
The equipment operation and maintenance management system based on the mobile terminal comprises a server group, wherein the server group comprises a plurality of servers, the servers are in communication connection with field equipment groups, and the server group is in wireless communication connection with a field mobile monitoring terminal, a remote mobile monitoring terminal and a field display through a wireless switch.
The server comprises a data acquisition module, a data analysis module, an acquisition information database, an alarm module, an alarm information database, a data statistics module and a statistical information database, wherein the data acquisition module is used for acquiring the operating parameter information of the equipment group, the data analysis module is used for analyzing, converting and classifying the acquired data, the acquisition information database is used for storing and managing the formatted acquired data, the alarm module is used for generating alarm information according to the received acquired data, the alarm information database is used for storing and managing the alarm information, the data statistics module is used for generating statistical information, and the statistical information database is used for storing and managing the statistical information.
The field mobile monitoring terminal and the remote mobile monitoring terminal comprise an equipment integral operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page, wherein the equipment integral operation monitoring page is used for monitoring the integral operation condition of equipment, the equipment yield monitoring page is used for monitoring the yield information of the equipment, the equipment tool service life monitoring page is used for monitoring the service life information of the equipment tool, and the alarm information monitoring page is used for monitoring the alarm information of the equipment.
The invention also discloses an equipment operation and maintenance management method based on the mobile terminal, which is based on an equipment operation and maintenance management system, wherein the equipment operation and maintenance management system comprises a server group, the server group comprises a plurality of servers, the servers are in communication connection with the field equipment group, and the server group is in wireless communication connection with the field mobile monitoring terminal, the remote mobile monitoring terminal and the field display through a wireless switch. The server comprises a data acquisition module, a data analysis module, an acquisition information database, an alarm module, an alarm information database, a data statistics module and a statistical information database. The field mobile monitoring terminal and the remote mobile monitoring terminal comprise an equipment integral operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page. The method comprises the following steps: the data collecting module collects the operation parameter information of the equipment group through the communication port, the data analyzing module denoises and cleans the collected data information and then converts the data information into a corresponding format to be stored in a collected information database, the alarm module filters the collected data to find abnormal data and then generates alarm information which is sent to the field mobile monitoring terminal, the remote mobile monitoring terminal and the field display through the communication port and is simultaneously stored in an alarm information database, the data statistical module calls the data of the collected information database and the alarm information database to generate an equipment integral operation data statistical table, an equipment yield data statistical table, an equipment tool service life data statistical table and the alarm information data statistical table according to a set algorithm and sends the data to the field mobile monitoring terminal, the corresponding equipment integral operation monitoring page, the equipment yield monitoring page, the equipment tool service life monitoring page on the remote mobile monitoring terminal, And displaying on the alarm information monitoring page, synchronously displaying on-site displays, and controlling the on-off state of corresponding equipment by the monitoring personnel through the equipment switch link on the equipment overall operation monitoring page.
Furthermore, the field device group of the method comprises a main device and a plurality of standby devices, the main device gives an alarm when a fault occurs, the system automatically closes the main device and simultaneously opens the standby devices, and the data acquisition module respectively acquires the operation parameter information of the main device and the standby devices.
Further, a numbered device running state icon display frame, a numbered device running data statistical table display frame and a device running state bar graph display frame are arranged on the device overall running monitoring page, numbered device running state icons are arranged in the numbered device running state icon display frame, the device overall running data statistical table comprises a device number column, a device accumulated running time column, a device accumulated downtime column and a downtime column, and the data statistical module generates a device overall running state bar graph according to the device overall running data statistical table and sends the device overall running state bar graph to the device overall running state bar graph display frame for display.
Furthermore, an equipment yield data statistics table display frame and an equipment yield bar graph display frame are arranged on an equipment yield monitoring page of the method, the equipment yield data statistics table comprises an equipment number column, a statistics date column, an equipment daily yield column and an equipment monthly yield column, and a data statistics module generates according to the equipment yield data statistics table and sends the equipment yield bar graph to the equipment yield bar graph display frame for display.
Furthermore, an equipment tool service life data statistical table display frame is arranged on an equipment tool service life monitoring page of the method, and the equipment tool service life data statistical table comprises an equipment number column, a tool rated service life column, a tool initial service time column, a tool initial service life column, a tool end service time column and a tool end service life column.
Furthermore, an alarm information data statistics table display frame is arranged on an alarm information monitoring page of the method, and the alarm information data statistics table comprises an equipment number column, an alarm starting timestamp column, an alarm ending timestamp column, an alarm code column and an alarm content column.
Furthermore, the server of the method in the scheme further comprises an operation and maintenance management module and an operation and maintenance information database, wherein the operation and maintenance management module is used for managing the operation and maintenance process, the operation and maintenance information database is used for storing and managing the operation and maintenance information, the field mobile monitoring terminal and the remote mobile monitoring terminal further comprise equipment operation and maintenance information pages, and the operation and maintenance information pages are used for displaying the operation and maintenance information.
Furthermore, the operation and maintenance management module of the method comprises an operation and maintenance scheme generation module, the operation and maintenance scheme generation module generates an equipment operation and maintenance schedule by taking an average value according to the actual operation and maintenance period of the equipment calculated according to the alarm information in the operation and maintenance information database, the equipment operation and maintenance schedule is sent to an equipment operation and maintenance information page for display, and the operation and maintenance personnel perform equipment operation and maintenance according to the received equipment operation and maintenance schedule.
Furthermore, the operation and maintenance management module of the method comprises an operation and maintenance efficiency evaluation module, the operation and maintenance efficiency evaluation module calculates the operation and maintenance time of the equipment according to the time when the alarm module sends the alarm information and the time when the alarm module receives the data that the equipment normally operates again and stores the operation and maintenance time into the operation and maintenance information database, and the operation and maintenance efficiency evaluation module compares the calculated equipment operation and maintenance time with the set standard time to form equipment operation and maintenance efficiency evaluation information and stores the equipment operation and maintenance efficiency evaluation information into the operation and maintenance information database.
The equipment operation and maintenance management system and method based on the mobile terminal adopt the high-efficiency data acquisition, analysis and alarm operation and maintenance management system based on the Internet of things, and have the characteristics of intelligence and high efficiency.
Drawings
Fig. 1 is a schematic diagram of a device operation and maintenance management system based on a mobile terminal.
Detailed Description
The equipment operation and maintenance management system based on the mobile terminal comprises a server group, wherein the server group comprises a plurality of servers, the servers are in communication connection with field equipment groups, and the server group is in wireless communication connection with a field mobile monitoring terminal, a remote mobile monitoring terminal and a field display through a wireless switch.
The server comprises a data acquisition module, a data analysis module, an acquisition information database, an alarm module, an alarm information database, a data statistics module and a statistical information database, wherein the data acquisition module is used for acquiring the operating parameter information of the equipment group, the data analysis module is used for analyzing, converting and classifying the acquired data, the acquisition information database is used for storing and managing the formatted acquired data, the alarm module is used for generating alarm information according to the received acquired data, the alarm information database is used for storing and managing the alarm information, the data statistics module is used for generating statistical information, and the statistical information database is used for storing and managing the statistical information.
The field mobile monitoring terminal and the remote mobile monitoring terminal comprise an equipment integral operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page, wherein the equipment integral operation monitoring page is used for monitoring the integral operation condition of equipment, the equipment yield monitoring page is used for monitoring the yield information of the equipment, the equipment tool service life monitoring page is used for monitoring the service life information of the equipment tool, and the alarm information monitoring page is used for monitoring the alarm information of the equipment.
The invention also discloses an equipment operation and maintenance management method based on the mobile terminal, which is based on an equipment operation and maintenance management system, wherein the equipment operation and maintenance management system comprises a server group, the server group comprises a plurality of servers, the servers are in communication connection with the field equipment group, and the server group is in wireless communication connection with the field mobile monitoring terminal, the remote mobile monitoring terminal and the field display through a wireless switch. The server comprises a data acquisition module, a data analysis module, an acquisition information database, an alarm module, an alarm information database, a data statistics module and a statistical information database. The field mobile monitoring terminal and the remote mobile monitoring terminal comprise an equipment integral operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page. The method comprises the following steps: the data collecting module collects the operation parameter information of the equipment group through the communication port, the data analyzing module denoises and cleans the collected data information and then converts the data information into a corresponding format to be stored in a collected information database, the alarm module filters the collected data to find abnormal data and then generates alarm information which is sent to the field mobile monitoring terminal, the remote mobile monitoring terminal and the field display through the communication port and is simultaneously stored in an alarm information database, the data statistical module calls the data of the collected information database and the alarm information database to generate an equipment integral operation data statistical table, an equipment yield data statistical table, an equipment tool service life data statistical table and the alarm information data statistical table according to a set algorithm and sends the data to the field mobile monitoring terminal, the corresponding equipment integral operation monitoring page, the equipment yield monitoring page, the equipment tool service life monitoring page on the remote mobile monitoring terminal, And displaying on the alarm information monitoring page, synchronously displaying on-site displays, and controlling the on-off state of corresponding equipment by the monitoring personnel through the equipment switch link on the equipment overall operation monitoring page.
Above-mentioned scheme adopts high-efficient data acquisition based on the thing networking, analysis, warning fortune dimension management system, alarm module filters the running state parameter of the field device who gathers in real time, discover abnormal data and in time generate alarm information and send the control end, alarm information can include unusual parameter information and the fault information that probably takes place etc. based on the convenience of use that removes the end, fortune dimension personnel can in time receive the warning and master the basic information of equipment trouble, be convenient for make the reaction fast, improve the efficiency of maintenance troubleshooting. Meanwhile, the data statistical module can classify and sort the collected data according to a preset algorithm, and generate various charts reflecting the running state of the equipment for monitoring by operation and maintenance personnel, so that the efficiency of operation and maintenance work is further improved.
In order to shorten the downtime of the equipment caused by fault maintenance and improve the service life of the equipment, the field equipment group of the method comprises main equipment and a plurality of standby equipment, the main equipment gives a fault alarm, a system automatically closes the main equipment and simultaneously opens the standby equipment, and the data acquisition module respectively acquires the operation parameter information of the main equipment and the standby equipment. When the main equipment breaks down or is routinely maintained, the standby equipment is started to realize seamless connection, so that the downtime is avoided, and the service life is prolonged.
In order to realize the function of monitoring the overall operation of the equipment, the equipment overall operation monitoring page of the method is provided with a numbered equipment operation state icon display frame, an equipment overall operation data statistical table display frame and an equipment overall operation state bar graph display frame, wherein numbered equipment operation state icons are arranged in the numbered equipment operation state icon display frame, bright-colored icons can be used for representing equipment which is started to operate, dark-colored icons can be used for representing equipment which is stopped to operate, and icons in a third specified color can be used for representing equipment which has faults. The equipment overall operation data statistical table comprises an equipment number column, an equipment accumulated operation time column, an equipment accumulated downtime column and a downtime rate column, and the data statistical module generates an equipment overall operation state bar graph according to the equipment overall operation data statistical table and sends the equipment overall operation state bar graph to the equipment overall operation state bar graph display frame for display. The graphs can be updated in real time according to data collected in real time.
In order to realize the function of monitoring the equipment yield, an equipment yield data statistical table display frame and an equipment yield bar graph display frame are arranged on an equipment yield monitoring page of the method, the equipment yield data statistical table comprises an equipment number column, a statistical date column, an equipment daily yield column and an equipment monthly yield column, and a data statistical module generates according to the equipment yield data statistical table and sends the equipment yield bar graph to the equipment yield bar graph display frame for displaying. The graphs can be updated in real time according to data collected in real time.
In order to realize the function of monitoring the service life of the equipment tool, the service life monitoring page of the equipment tool of the method is provided with an equipment tool service life data statistical table display frame, and the equipment tool service life data statistical table comprises an equipment number column, a tool number column, a rated service life column of the tool, a tool starting service time column, a tool starting service life column, a tool ending service time column and a tool ending service life column. The graphs can be updated in real time according to data collected in real time.
In order to realize the alarm information monitoring function, an alarm information data statistics table display frame is arranged on an alarm information monitoring page of the method, and the alarm information data statistics table comprises an equipment number column, an alarm starting timestamp column, an alarm ending timestamp column, an alarm code column and an alarm content column. The graphs can be updated in real time according to data collected in real time.
In order to realize effective management of operation and maintenance activities and further improve the overall production efficiency of an enterprise, the server of the method further comprises an operation and maintenance management module and an operation and maintenance information database, wherein the operation and maintenance management module is used for managing the operation and maintenance process, the operation and maintenance information database is used for storing and managing operation and maintenance information, the field mobile monitoring terminal and the remote mobile monitoring terminal further comprise equipment operation and maintenance information pages, and the operation and maintenance information pages are used for displaying the operation and maintenance information. Based on the scheme, in order to improve the operation efficiency of the equipment, maintain in advance and avoid faults, the operation and maintenance management module of the method comprises an operation and maintenance scheme generation module, the operation and maintenance scheme generation module generates an equipment operation and maintenance schedule according to the average value of the actual operation and maintenance period of the equipment calculated according to alarm information in the operation and maintenance information database, the equipment operation and maintenance schedule is sent to an equipment operation and maintenance information page for display, and operation and maintenance personnel perform equipment operation and maintenance according to the received equipment operation and maintenance schedule. According to the scheme, the fault period of the equipment can be accurately predicted, so that faults are discharged in advance, and the efficiency is improved. Furthermore, in order to evaluate the working efficiency of operation and maintenance personnel, the operation and maintenance management module of the method comprises an operation and maintenance efficiency evaluation module, the operation and maintenance efficiency evaluation module calculates the operation and maintenance duration of the equipment according to the time for sending alarm information by the alarm module and the time for receiving the data of the equipment which normally operates again by the alarm module and stores the operation and maintenance duration into the operation and maintenance information database, and the operation and maintenance efficiency evaluation module compares the calculated equipment operation and maintenance duration with the set standard duration to form equipment operation and maintenance efficiency evaluation information and stores the equipment operation and maintenance efficiency evaluation information into the operation and maintenance information database.
The system and method for managing operation and maintenance of a device based on a mobile terminal in the present invention are not limited to the content disclosed in the specific embodiment, and the technical solutions presented in the embodiments can be extended based on the understanding of those skilled in the art, and a simple alternative made by those skilled in the art according to the present invention in combination with common general knowledge also belongs to the scope of the present invention.
Claims (10)
1. A device operation and maintenance management system based on a mobile terminal is characterized by comprising a server group, wherein the server group comprises a plurality of servers, the servers are in communication connection with field device groups, the server group is in wireless communication connection with a field mobile monitoring terminal, a remote mobile monitoring terminal and a field display through a wireless switch,
the server comprises a data acquisition module, a data analysis module, an acquisition information database, an alarm module, an alarm information database, a data statistics module and a statistical information database, wherein the data acquisition module is used for acquiring the operating parameter information of the equipment group, the data analysis module is used for analyzing, converting and classifying the acquired data, the acquisition information database is used for storing and managing the formatted acquired data, the alarm module is used for generating alarm information according to the received acquired data, the alarm information database is used for storing and managing the alarm information, the data statistics module is used for generating statistical information, and the statistical information database is used for storing and managing the statistical information,
the field mobile monitoring terminal and the remote mobile monitoring terminal comprise an equipment overall operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page, wherein the equipment overall operation monitoring page is used for monitoring the overall operation condition of equipment, the equipment yield monitoring page is used for monitoring the yield information of the equipment, the equipment tool service life monitoring page is used for monitoring the service life information of the equipment tool, and the alarm information monitoring page is used for monitoring the alarm information of the equipment.
2. A device operation and maintenance management method based on a mobile terminal is based on a device operation and maintenance management system, the equipment operation and maintenance management system comprises a server cluster, wherein the server cluster comprises a plurality of servers, the server is in communication connection with the field equipment group, the server group is in wireless communication connection with the field mobile monitoring terminal, the remote mobile monitoring terminal and the field display through the wireless switch, the server comprises a data acquisition module, a data analysis module, an acquired information database, an alarm module, an alarm information database, a data statistics module and a statistical information database, the field mobile monitoring terminal and the remote mobile monitoring terminal comprise an equipment integral operation monitoring page, an equipment yield monitoring page, an equipment tool service life monitoring page and an alarm information monitoring page, and are characterized by comprising the following steps:
the data collecting module collects the operation parameter information of the equipment group through the communication port, the data analyzing module denoises and cleans the collected data information and then converts the data information into a corresponding format to be stored in a collected information database, the alarm module filters the collected data to find abnormal data and then generates alarm information which is sent to the field mobile monitoring terminal, the remote mobile monitoring terminal and the field display through the communication port and is simultaneously stored in an alarm information database, the data statistical module calls the data of the collected information database and the alarm information database to generate an equipment integral operation data statistical table, an equipment yield data statistical table, an equipment tool service life data statistical table and the alarm information data statistical table according to a set algorithm and sends the data to the field mobile monitoring terminal, the corresponding equipment integral operation monitoring page, the equipment yield monitoring page, the equipment tool service life monitoring page on the remote mobile monitoring terminal, And displaying on the alarm information monitoring page, synchronously displaying on-site displays, and controlling the on-off state of corresponding equipment by the monitoring personnel through the equipment switch link on the equipment overall operation monitoring page.
3. The device operation and maintenance management method based on the mobile terminal according to claim 2, wherein the field device group comprises a main device and a plurality of standby devices, the main device gives a fault alarm, a system automatically turns off the main device and simultaneously turns on the standby devices, and the data acquisition module respectively acquires operation parameter information of the main device and the standby devices.
4. The device operation and maintenance management method based on the mobile terminal according to claim 2, wherein a numbered device operation state icon display frame, a device overall operation data statistics table display frame, and a device overall operation state bar graph display frame are arranged on the device overall operation monitoring page, a numbered device operation state icon is arranged in the numbered device operation state icon display frame, the device overall operation data statistics table includes a device number column, a device accumulated operation time column, a device accumulated downtime column, and a downtime column, and the data statistics module generates a device overall operation state bar graph according to the device overall operation data statistics table and sends the device overall operation state bar graph to the device overall operation state bar graph display frame for display.
5. The mobile terminal-based equipment operation and maintenance management method according to claim 2, wherein an equipment yield data statistics table display frame and an equipment yield bar graph display frame are arranged on the equipment yield monitoring page, the equipment yield data statistics table comprises an equipment number column, a statistics date column, an equipment daily yield column and an equipment monthly yield column, and the data statistics module generates the equipment yield data statistics table and sends the equipment yield bar graph to the equipment yield bar graph display frame for display.
6. The device operation and maintenance management method based on the mobile terminal according to claim 2, wherein the device tool service life monitoring page is provided with a device tool service life data statistics table display frame, and the device tool service life data statistics table includes a device number column, a tool rated service life column, a tool start service time column, a tool start service life column, a tool end service time column, and a tool end service life column.
7. The equipment operation and maintenance management method based on the mobile terminal according to claim 2, wherein an alarm information data statistics table display frame is arranged on the alarm information monitoring page, and the alarm information data statistics table comprises an equipment number column, an alarm start timestamp column, an alarm end timestamp column, an alarm code column and an alarm content column.
8. The device operation and maintenance management method based on the mobile terminal according to claim 2, wherein the server further comprises an operation and maintenance management module and an operation and maintenance information database, the operation and maintenance management module is used for managing an operation and maintenance process, the operation and maintenance information database is used for storing and managing operation and maintenance information, the field mobile monitoring terminal and the remote mobile monitoring terminal further comprise device operation and maintenance information pages, and the operation and maintenance information pages are used for displaying the operation and maintenance information.
9. The device operation and maintenance management method based on the mobile terminal according to claim 8, wherein the operation and maintenance management module comprises an operation and maintenance scheme generation module, the operation and maintenance scheme generation module generates a device operation and maintenance schedule by taking an average value of an actual operation and maintenance period of the device calculated according to the alarm information in the operation and maintenance information database, and sends the device operation and maintenance schedule to the device operation and maintenance information page for display, and the operation and maintenance personnel perform device operation and maintenance according to the received device operation and maintenance schedule.
10. The device operation and maintenance management method based on the mobile terminal according to claim 8, wherein the operation and maintenance management module comprises an operation and maintenance efficiency evaluation module, the operation and maintenance efficiency evaluation module stores operation and maintenance time of the device into the operation and maintenance information database according to time for sending alarm information by the alarm module and data time for calculating the time for the device to normally operate again when the alarm module receives the data, and the operation and maintenance efficiency evaluation module compares the calculated device operation and maintenance time with a set standard time to form device operation and maintenance efficiency evaluation information and stores the device operation and maintenance efficiency evaluation information into the operation and maintenance information database.
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| CN201910126491.7A CN111600918A (en) | 2019-02-20 | 2019-02-20 | Equipment operation and maintenance management system and method based on mobile terminal |
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| CN201910126491.7A CN111600918A (en) | 2019-02-20 | 2019-02-20 | Equipment operation and maintenance management system and method based on mobile terminal |
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112633725A (en) * | 2020-12-29 | 2021-04-09 | 中国气象局气象探测中心 | Method and system for monitoring running state of meteorological equipment and intelligent terminal |
| CN113160960A (en) * | 2021-04-20 | 2021-07-23 | 广州能迪云服务科技有限公司 | Hospital management system and method based on Internet of things |
| CN113867282A (en) * | 2021-09-15 | 2021-12-31 | 连城凯克斯科技有限公司 | Single crystal furnace field centralized control mobile Web application system |
| CN114458968A (en) * | 2021-12-29 | 2022-05-10 | 浙江中控技术股份有限公司 | Alarm integrated management system of oil-gas long-distance pipeline |
| CN116051341A (en) * | 2023-03-16 | 2023-05-02 | 广东泰一高新技术发展有限公司 | Two-dimensional and three-dimensional geographic information integrated analysis system, method, equipment and terminal |
| CN116260848A (en) * | 2023-05-15 | 2023-06-13 | 中国机械总院集团宁波智能机床研究院有限公司 | Multi-processing equipment data acquisition system and method |
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2019
- 2019-02-20 CN CN201910126491.7A patent/CN111600918A/en active Pending
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112633725A (en) * | 2020-12-29 | 2021-04-09 | 中国气象局气象探测中心 | Method and system for monitoring running state of meteorological equipment and intelligent terminal |
| CN113160960A (en) * | 2021-04-20 | 2021-07-23 | 广州能迪云服务科技有限公司 | Hospital management system and method based on Internet of things |
| CN113867282A (en) * | 2021-09-15 | 2021-12-31 | 连城凯克斯科技有限公司 | Single crystal furnace field centralized control mobile Web application system |
| CN114458968A (en) * | 2021-12-29 | 2022-05-10 | 浙江中控技术股份有限公司 | Alarm integrated management system of oil-gas long-distance pipeline |
| CN116051341A (en) * | 2023-03-16 | 2023-05-02 | 广东泰一高新技术发展有限公司 | Two-dimensional and three-dimensional geographic information integrated analysis system, method, equipment and terminal |
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