Petroleum coke blending automatic control and regulation system
By designing an automatic control and adjustment system for petroleum coke dosing, the problems of low efficiency, poor accuracy and insufficient safety in the traditional petroleum coke dosing process are solved, and an efficient, accurate and safe dosing process is achieved.
Patent Information
- Application Number
- CN202411702453.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-26
- Publication Date
- 2025-04-15
AI Technical Summary
The traditional petroleum coke dosing process relies on manual operations, resulting in low efficiency, inaccurate dosing ratio, uneven mixing, and insufficient system stability and safety.
Design an automatic control and adjustment system for petroleum coke dosing, including raw material input module, dosing ratio setting module, dosing mixing module, quality monitoring module, automatic control module, adjustment feedback module, data storage module and remote monitoring module to realize automated and intelligent dosing process.
Through automated control, the accuracy and efficiency of doping are significantly improved, the doping cycle is shortened, the production efficiency is improved, and the stability and safety of the system are improved, while reducing energy consumption and maintenance costs.
Smart Images

Figure CN119819188A_ABST
Abstract
Description
Technical Field
[0001] The invention relates to the technical field of petroleum coke blending, and in particular to an automatic control and regulation system for petroleum coke blending. Background Art
[0002] In the production and application of petroleum coke, blending is a crucial link. The traditional petroleum coke blending process mainly relies on manual operation, which is not only inefficient, but also difficult to ensure the accuracy of the blending ratio and the uniformity of the blending. In addition, due to the limitations of manual operation, there are certain hidden dangers in the stability and safety of the system. First, the traditional blending method has a large error in controlling the blending ratio. In the process of manual weighing, calculation and mixing of petroleum coke raw materials, it is easy to be affected by human factors such as fatigue and distraction, resulting in inaccurate blending ratios, which in turn affects the quality of petroleum coke. Secondly, the mixing effect of the traditional blending method is not ideal. Due to the limitations of manual stirring, the mixing of petroleum coke raw materials is often not uniform, and there are local concentrations that are too high or too low, which will affect the overall performance and use effect of petroleum coke. Moreover, the stability and safety of the traditional blending system need to be improved. Due to the lack of automated monitoring and alarm mechanisms, once the system is abnormal or fails, it is often difficult to detect and handle it in time, which brings safety hazards to production. In addition, the traditional blending system is also insufficient in energy consumption management and maintenance efficiency. The lack of real-time monitoring and analysis of energy consumption data leads to high energy costs; unsystematic maintenance records and unreasonable maintenance plans lead to low maintenance efficiency and high maintenance costs. Summary of the invention
[0003] In order to solve the above problems, the present invention proposes a petroleum coke blending automatic control and regulation system to more accurately solve the problems raised in the above background technology.
[0004] The present invention is achieved through the following technical solutions: The present invention provides an automatic control and regulation system for petroleum coke blending, comprising: (a) a raw material input module, used to receive different types of petroleum coke raw materials; (b) a blending ratio setting module, used to set the blending ratio of various petroleum coke raw materials; (c) a blending and mixing module, used to mix various petroleum coke raw materials according to the set blending ratio; (d) a quality monitoring module, used to monitor the quality parameters of the mixed petroleum coke in real time; (e) an automatic control module, used to automatically adjust the blending ratio according to the data fed back by the quality monitoring module, so as to achieve stable control of the quality of the petroleum coke; (f) an adjustment feedback module, used to feed back the adjustment instructions of the automatic control module to the blending and mixing module, so as to achieve real-time adjustment; (g) a data storage module, used to store the data collected by the quality monitoring module, the adjustment instructions generated by the automatic control module and the operation status information of the system; (h) a remote monitoring module, used to monitor and manage the system through remote communication, including checking the system operation status, receiving alarm signals and adjusting the blending ratio.
[0005] Preferably, the raw material input module includes: (a1) multiple raw material bins, each raw material bin is used to store a type of petroleum coke raw material; (a2) a raw material conveying device, which is used to convey various petroleum coke raw materials from the raw material bin to the blending and mixing module; (a3) a raw material metering device, which is used to accurately measure the conveying amount of each petroleum coke raw material; the raw material conveying device includes: (a21) a vibrating feeder, which is used to evenly discharge the petroleum coke raw material from the raw material bin; (a22) a conveying belt or a screw conveyor, which is used to convey the petroleum coke raw material discharged from the vibrating feeder to the blending and mixing module; (a23) a conveying speed regulator, which is used to adjust the conveying speed of the conveying belt or the screw conveyor according to the ratio set by the blending ratio setting module.
[0006] Preferably, the blending ratio setting module comprises: (b1) a human-machine interface for inputting the blending ratios of various petroleum coke raw materials; and (b2) a ratio calculator for calculating the blending amount of each petroleum coke raw material according to the input ratio.
[0007] Preferably, the blending and mixing module includes: (c1) a mixing bin for receiving and mixing various petroleum coke raw materials; (c2) a stirring device for stirring the petroleum coke raw materials in the mixing bin to ensure uniform mixing; (c3) a mixing time controller for controlling the stirring time of the stirring device according to the set mixing time; (c4) a temperature monitoring device for real-time monitoring the temperature in the mixing bin to ensure temperature stability during the mixing process; (c5) a temperature regulating device for regulating the temperature in the mixing bin according to data from the temperature monitoring device; the stirring device includes: (c21) a stirring shaft arranged in the mixing bin; (c22) a stirring blade arranged on the stirring shaft for stirring the petroleum coke raw materials; (c23) a stirring motor for driving the stirring shaft to rotate.
[0008] Preferably, the quality monitoring module includes: (d1) a quality sensor for real-time monitoring of quality parameters of mixed petroleum coke, such as ash content, sulfur content, volatile matter, etc.; (d2) a data processing unit for processing data collected by the quality sensor to obtain the quality status of the petroleum coke; the quality sensors include: (d11) an ash sensor for measuring the ash content in the petroleum coke; (d12) a sulfur sensor for measuring the sulfur content in the petroleum coke; (d13) a volatile matter sensor for measuring the volatile matter content in the petroleum coke.
[0009] Preferably, the automatic control module includes: (e1) a comparator, used to compare the data fed back by the quality monitoring module with the preset quality standard; (e2) a ratio adjustment calculator, used to calculate the blending ratio to be adjusted according to the comparison result; (e3) an adjustment instruction generator, used to generate an instruction for adjusting the blending ratio; (e4) a fault detection unit, used to detect the operating status of the system and send an alarm signal when a fault occurs; (e5) a safety protection unit, used to automatically stop the operation of the system when a fault is detected to prevent the fault from expanding.
[0010] Preferably, the adjustment feedback module includes: (f1) a communication interface for transmitting the adjustment instructions generated by the automatic control module to the blending and mixing module; (f2) an actuator for adjusting the blending amount of various petroleum coke raw materials in the blending and mixing module according to the adjustment instructions; the actuator includes: (f21) a proportional control valve for adjusting the conveying speed of the raw material conveying device, thereby adjusting the blending amount of various petroleum coke raw materials; (f22) a stirring speed regulator for adjusting the stirring speed of the stirring device according to the adjustment instructions.
[0011] Preferably, the remote monitoring module comprises: (h1) a remote communication interface for realizing communication between the system and a remote monitoring terminal; and (h2) a remote monitoring interface for displaying the operating status, alarm information and adjustment instructions of the system on the remote monitoring terminal.
[0012] Preferably, it also includes: (i) a system self-check module, which is used to regularly perform self-checks on the system to ensure the normal operation and accuracy of the system; (j) an alarm module, which is used to issue an alarm signal when a system abnormality is detected or a quality parameter exceeds a preset range, so as to remind the operator to deal with it in time; (k) an energy consumption monitoring module, which is used to monitor the energy consumption of the system in real time and generate an energy consumption report for energy consumption management; (l) a maintenance management module, which is used to record the maintenance history of the system, formulate a maintenance plan, and remind the operator to perform regular maintenance.
[0013] Compared with the prior art, the present invention provides a petroleum coke blending automatic control and regulation system, which has the following beneficial effects: The petroleum coke blending automatic control and regulation system, by adopting the coordinated work of the raw material input module, the blending ratio setting module and the blending and mixing module, can accurately control the blending ratio of various petroleum coke raw materials and ensure uniform mixing. The quality monitoring module monitors the quality parameters of the mixed petroleum coke in real time, and the automatic control module automatically adjusts the blending ratio according to the feedback data, realizing the automation and intelligence of the blending process. This highly accurate and automated control mechanism significantly improves the accuracy of blending, while shortening the blending cycle and improving production efficiency.
[0014] The petroleum coke blending automatic control and regulation system regularly conducts a comprehensive inspection of the system through the system self-check module to ensure the normal operation of each module and equipment, and timely discover and handle potential faults. When the alarm module detects system abnormalities or quality parameters exceed the preset range, it can quickly issue an alarm signal to remind the operator to take corresponding measures. In addition, the fault detection unit and safety protection unit in the automatic control module can automatically stop the system operation when a fault is detected to prevent the fault from expanding, thereby ensuring the stability and safety of the system.
[0015] The petroleum coke blending automatic control and regulation system monitors the energy consumption of the system in real time through the energy consumption monitoring module, and generates a detailed energy consumption report, providing operators with a strong basis for energy consumption management. By analyzing the energy consumption data, operators can formulate and implement energy-saving measures to reduce the energy consumption cost of system operation. At the same time, the maintenance management module records the maintenance history of the system, formulates a scientific maintenance plan, and reminds operators to perform regular maintenance. This systematic maintenance management mechanism not only extends the service life of the system, but also improves maintenance efficiency and reduces maintenance costs. BRIEF DESCRIPTION OF THE DRAWINGS
[0016] Figure 1 The present invention provides a control flow diagram of a petroleum coke blending automatic control and regulation system. DETAILED DESCRIPTION
[0017] In order to more clearly and completely illustrate the technical solution of the present invention, the present invention is further described below in conjunction with the accompanying drawings. Example
[0018] like Figure 1As shown, an embodiment of the present invention proposes an automatic control and regulation system for petroleum coke blending, including: (a) a raw material input module, used to receive different types of petroleum coke raw materials; (b) a blending ratio setting module, used to set the blending ratio of various petroleum coke raw materials; (c) a blending and mixing module, used to mix various petroleum coke raw materials according to the set blending ratio; (d) a quality monitoring module, used to monitor the quality parameters of the mixed petroleum coke in real time; (e) an automatic control module, used to automatically adjust the blending ratio according to the data fed back by the quality monitoring module, so as to achieve stable control of the quality of the petroleum coke; (f) an adjustment feedback module, used to feed back the adjustment instructions of the automatic control module to the blending and mixing module, so as to achieve real-time adjustment; (g) a data storage module, used to store the data collected by the quality monitoring module, the adjustment instructions generated by the automatic control module and the operating status information of the system; (h) a remote monitoring module, used to monitor and manage the system through remote communication, including checking the system operating status, receiving alarm signals, and adjusting the blending ratio.
[0019] The present invention includes a raw material input module, a blending ratio setting module, a blending and mixing module, a quality monitoring module, an automatic control module, an adjustment feedback module, a data storage module and a remote monitoring module. These modules work together to achieve automatic control and adjustment of petroleum coke blending. The implementation results show that the system can significantly improve the accuracy and efficiency of petroleum coke blending, while reducing the labor intensity of operators.
[0020] The raw material input module includes: (a1) a plurality of raw material bins, each of which is used to store a type of petroleum coke raw material; (a2) a raw material conveying device, which is used to convey various petroleum coke raw materials from the raw material bin to the blending and mixing module; (a3) a raw material metering device, which is used to accurately measure the conveying amount of each petroleum coke raw material; the raw material conveying device includes: (a21) a vibrating feeder, which is used to evenly discharge the petroleum coke raw material from the raw material bin; (a22) a conveying belt or a screw conveyor, which is used to convey the petroleum coke raw material discharged from the vibrating feeder to the blending and mixing module; (a23) a conveying speed regulator, which is used to adjust the conveying speed of the conveying belt or the screw conveyor according to the ratio set by the blending ratio setting module.
[0021] In the present invention, the raw material bin is used to store different types of petroleum coke raw materials. The raw material conveying device includes a vibrating feeder, a conveying belt or a screw conveyor, and a conveying speed regulator. The vibrating feeder discharges the petroleum coke raw materials evenly from the raw material bin, the conveying belt or the screw conveyor conveys the raw materials to the blending and mixing module, and the conveying speed regulator adjusts the conveying speed according to the ratio set by the blending ratio setting module. The implementation results show that the module can accurately and efficiently convey various petroleum coke raw materials, providing a stable source of raw materials for blending and mixing.
[0022] The blending ratio setting module includes: (b1) a human-machine interface for inputting the blending ratios of various petroleum coke raw materials; and (b2) a ratio calculator for calculating the blending amount of each petroleum coke raw material according to the input ratio.
[0023] In the present invention, the operator inputs the blending ratio of various petroleum coke raw materials through the human-machine interface, and the ratio calculator calculates the blending amount of each petroleum coke raw material according to the input ratio. The implementation results show that the module can accurately set and calculate the blending ratio, providing reliable data support for blending and mixing.
[0024] The blending module includes: (c1) a mixing bin for receiving and mixing various petroleum coke raw materials; (c2) a stirring device for stirring the petroleum coke raw materials in the mixing bin to ensure uniform mixing; (c3) a mixing time controller for controlling the stirring time of the stirring device according to the set mixing time; (c4) a temperature monitoring device for real-time monitoring the temperature in the mixing bin to ensure temperature stability during the mixing process; (c5) a temperature regulating device for regulating the temperature in the mixing bin according to data from the temperature monitoring device; the stirring device includes: (c21) a stirring shaft arranged in the mixing bin; (c22) a stirring blade arranged on the stirring shaft for stirring the petroleum coke raw materials; and (c23) a stirring motor for driving the stirring shaft to rotate.
[0025] In the present invention, the mixing bin receives and mixes various petroleum coke raw materials, and the stirring device stirs the raw materials in the mixing bin to ensure uniform mixing. The mixing time controller controls the stirring time of the stirring device according to the set mixing time. The temperature monitoring device monitors the temperature in the mixing bin in real time, and the temperature regulating device adjusts the temperature in the mixing bin according to the temperature monitoring data. The implementation results show that the module can achieve uniform mixing of petroleum coke raw materials, while ensuring temperature stability during the mixing process, and improving the quality of blending and mixing.
[0026] The quality monitoring module includes: (d1) a quality sensor for real-time monitoring of quality parameters of mixed petroleum coke, such as ash content, sulfur content, volatile matter, etc.; (d2) a data processing unit for processing data collected by the quality sensor to obtain the quality status of the petroleum coke; the quality sensors include: (d11) an ash sensor for measuring the ash content in the petroleum coke; (d12) a sulfur sensor for measuring the sulfur content in the petroleum coke; (d13) a volatile matter sensor for measuring the volatile matter content in the petroleum coke.
[0027] In the present invention, the quality sensor monitors the quality parameters of the mixed petroleum coke in real time, such as ash content, sulfur content, volatile matter, etc. The data processing unit processes the data collected by the quality sensor to obtain the quality status of the petroleum coke. The implementation results show that the module can accurately monitor the quality parameters of petroleum coke and provide reliable data support for the automatic control module.
[0028] Wherein, the adjustment feedback module includes: (f1) a communication interface for transmitting the adjustment instructions generated by the automatic control module to the blending and mixing module; (f2) an actuator for adjusting the blending amount of various petroleum coke raw materials in the blending and mixing module according to the adjustment instructions; the actuator includes: (f21) a proportional control valve for adjusting the conveying speed of the raw material conveying device, thereby adjusting the blending amount of various petroleum coke raw materials; (f22) a stirring speed regulator for adjusting the stirring speed of the stirring device according to the adjustment instructions.
[0029] In the present invention, the comparator compares the data fed back by the quality monitoring module with the preset quality standard, the ratio adjustment calculator calculates the blending ratio that needs to be adjusted according to the comparison result, and the adjustment instruction generator generates an instruction to adjust the blending ratio. The fault detection unit detects the operating status of the system and sends an alarm signal when a fault occurs. The safety protection unit automatically stops the operation of the system when a fault is detected to prevent the fault from expanding. The implementation results show that the module can automatically adjust the blending ratio according to the quality monitoring results, while ensuring the safe and stable operation of the system.
[0030] The remote monitoring module includes: (h1) a remote communication interface for realizing communication between the system and the remote monitoring terminal; and (h2) a remote monitoring interface for displaying the system's operating status, alarm information, and adjustment instructions on the remote monitoring terminal.
[0031] In the present invention, the remote monitoring interface displays the operating status, alarm information and adjustment instructions of the system on the remote monitoring terminal. The implementation results show that the module enables operators to monitor and manage the system remotely, improving the operability and convenience of the system.
[0032] It also includes: (i) a system self-check module, which is used to regularly self-check the system to ensure the normal operation and accuracy of the system; (j) an alarm module, which is used to send out an alarm signal when a system abnormality is detected or the quality parameters exceed the preset range, so as to remind the operator to deal with it in time; (k) an energy consumption monitoring module, which is used to monitor the energy consumption of the system in real time and generate energy consumption reports for energy consumption management; (l) a maintenance management module, which is used to record the maintenance history of the system, formulate maintenance plans and remind operators to perform regular maintenance.
[0033] In the present invention, the system self-check module performs self-checks on the system regularly to ensure the normal operation and accuracy of the system. The alarm module sends an alarm signal when a system abnormality is detected or the quality parameter exceeds the preset range to remind the operator to deal with it in time. The implementation results show that these two modules can detect and handle system abnormalities in time to ensure the stable operation of the system. The energy consumption monitoring module monitors the energy consumption of the system in real time and generates an energy consumption report for energy consumption management. The maintenance management module records the maintenance history of the system, formulates maintenance plans, and reminds operators to perform regular maintenance. The implementation results show that these two modules can help operators better manage the system, reduce energy consumption and increase the service life of the system.
[0034] Finally, it should be noted that the basic concepts have been described above. Obviously, for those skilled in the art, the above detailed disclosure is only an example and does not constitute a limitation of this specification. Although it is not explicitly stated here, those skilled in the art may make various modifications, improvements and corrections to this specification. Such modifications, improvements and corrections are suggested in this specification, so such modifications, improvements and corrections still belong to the spirit and scope of the exemplary embodiments of this specification. At the same time, this specification uses specific words to describe the embodiments of this specification. For example, "one embodiment", "one embodiment", and / or "some embodiments" refer to a certain feature, structure or characteristic related to at least one embodiment of this specification. Therefore, it should be emphasized and noted that "one embodiment" or "one embodiment" or "an alternative embodiment" mentioned twice or more in different positions in this specification does not necessarily refer to the same embodiment. In addition, certain features, structures or characteristics in one or more embodiments of this specification can be appropriately combined. In addition, unless explicitly stated in the claims, the order of processing elements and sequences described in this specification, the use of alphanumeric characters, or the use of other names are not used to limit the order of the processes and methods of this specification.
[0035] Finally, it should be noted that the above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art can still modify the technical solutions described in the aforementioned embodiments or replace some of the technical features therein by equivalents. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.
Claims
1. A petroleum coke blending automatic control and regulation system, characterized in that: include: (a) a raw material input module, used for receiving different types of petroleum coke raw materials; (b) a blending ratio setting module, used to set the blending ratio of various petroleum coke raw materials; (c) a blending and mixing module, used to mix various petroleum coke raw materials according to a set blending ratio; (d) a quality monitoring module, used for real-time monitoring of quality parameters of the mixed petroleum coke; (e) an automatic control module, used to automatically adjust the blending ratio according to the data fed back by the quality monitoring module to achieve stable control of the quality of petroleum coke; (f) an adjustment feedback module, used to feed back the adjustment instructions of the automatic control module to the blending and mixing module to achieve real-time adjustment; (g) a data storage module, used to store data collected by the quality monitoring module, adjustment instructions generated by the automatic control module, and system operation status information; (h) Remote monitoring module, used to monitor and manage the system through remote communication, including checking the system operation status, receiving alarm signals, and adjusting the blending ratio.
2. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The raw material input module comprises: (a1) a plurality of raw material bins, each raw material bin being used to store a type of petroleum coke raw material; (a2) a raw material conveying device, used to convey various petroleum coke raw materials from the raw material bin to the blending and mixing module; (a3) a raw material metering device for accurately measuring the delivery amount of each petroleum coke raw material; The raw material conveying device comprises: (a21) a vibrating feeder, used to uniformly discharge the petroleum coke raw material from the raw material bin; (a22) a conveying belt or a screw conveyor, used for conveying the petroleum coke raw material discharged from the vibrating feeder to the blending and mixing module; (a23) A conveying speed regulator, used to adjust the conveying speed of the conveying belt or screw conveyor according to the ratio set by the blending ratio setting module.
3. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The blending ratio setting module includes: (b1) a human-machine interface for inputting the blending ratio of various petroleum coke raw materials; (b2) A ratio calculator, used to calculate the blending amount of each petroleum coke raw material according to the input ratio.
4. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The blending and mixing module comprises: (c1) a mixing bin, used to receive and mix various petroleum coke raw materials; (c2) a stirring device, used to stir the petroleum coke raw material in the mixing bin to ensure uniform mixing; (c3) a mixing time controller, used to control the stirring time of the stirring device according to the set mixing time; (c4) a temperature monitoring device for real-time monitoring of the temperature in the mixing chamber to ensure temperature stability during the mixing process; (c5) a temperature regulating device, used to regulate the temperature in the mixing chamber according to the data of the temperature monitoring device; The stirring device comprises: (c21) a stirring shaft, arranged in the mixing chamber; (c22) a stirring blade, disposed on the stirring shaft, for stirring the petroleum coke raw material; (c23) A stirring motor, used to drive the stirring shaft to rotate.
5. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The quality monitoring module includes: (d1) Quality sensor, used to monitor the quality parameters of mixed petroleum coke in real time, such as ash content, sulfur content, volatile matter, etc.; (d2) a data processing unit, used for processing the data collected by the quality sensor to obtain the quality status of the petroleum coke; The quality sensor comprises: (d11) ash sensor, used to measure the ash content in petroleum coke; (d12) Sulfur sensor, used to measure the sulfur content in petroleum coke; (d13) Volatile matter sensor, used to measure the volatile matter content in petroleum coke.
6. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The automatic control module comprises: (e1) a comparator, used to compare the data fed back by the quality monitoring module with a preset quality standard; (e2) a ratio adjustment calculator, used to calculate the blending ratio that needs to be adjusted according to the comparison result; (e3) an adjustment instruction generator, used to generate instructions for adjusting the blending ratio; (e4) Fault detection unit, used to detect the operating status of the system and send out an alarm signal when a fault occurs; (e5) Safety protection unit, which is used to automatically stop the operation of the system when a fault is detected to prevent the fault from expanding.
7. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The adjustment feedback module comprises: (f1) a communication interface, used to transmit the adjustment instructions generated by the automatic control module to the blending and mixing module; (f2) an actuator, used for adjusting the blending amount of various petroleum coke raw materials in the blending and mixing module according to the adjustment instruction; The executive mechanism comprises: (f21) Proportional control valve, used to adjust the conveying speed of the raw material conveying device, thereby adjusting the blending amount of various petroleum coke raw materials; (f22) A stirring speed regulator, used for adjusting the stirring speed of the stirring device according to an adjustment instruction.
8. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: The remote monitoring module comprises: (h1) Remote communication interface, used to realize communication between the system and the remote monitoring terminal; (h2) Remote monitoring interface, used to display the system's operating status, alarm information and adjustment instructions on the remote monitoring terminal.
9. The petroleum coke blending automatic control and regulation system according to claim 1, characterized in that: Also includes: (i) System self-check module, used to regularly check the system to ensure the normal operation and accuracy of the system; (j) Alarm module, used to send out alarm signals when system abnormality is detected or quality parameters exceed the preset range, so as to remind operators to deal with it in time; (k) Energy consumption monitoring module, used to monitor the energy consumption of the system in real time and generate energy consumption reports for energy consumption management; (l) Maintenance management module, which is used to record the system's maintenance history, formulate maintenance plans, and remind operators to perform regular maintenance.