Carbon capture system monitoring method, device and equipment and storage medium
By collecting and analyzing equipment operation data in the carbon capture system, calculating fault scores, judging system status and issuing early warnings, the problem of difficulty in preventing system failure is solved, real-time monitoring and accurate prediction are achieved, and the shutdown caused by failures is reduced .
Patent Information
- Application Number
- CN202411290711.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-14
- Publication Date
- 2024-12-31
AI Technical Summary
The carbon capture system stops operating after a failure, resulting in large losses because the prior art cannot monitor and prevent failures in real time.
By collecting operation data of multiple devices in the carbon capture system, determining the correlation between devices, calculating the fault score, and judging the operating status of the system based on the score, issuing early warning information to prevent failure.
Real-time monitoring of the operating status of the carbon capture system is achieved, the accuracy of fault prediction is improved, the situation of stopping operation caused by system failures is reduced, and the maintenance cost is reduced.
Smart Images
Figure CN119226923A_ABST
Abstract
Description
Technical Field
[0001] The present disclosure relates to the field of carbon capture technology, and in particular to a carbon capture system monitoring method, device, equipment and storage medium. Background Art
[0002] Carbon capture and storage (CCS) is one of the most popular low-carbon technologies. It can separate carbon dioxide from industrial or related energy sources, transport it to a safe storage location, and isolate it from the atmosphere for a long time. In related technologies, after the carbon capture system fails and stops running, staff will confirm the fault type on site and perform repairs, which will cause great losses. Summary of the invention
[0003] The present disclosure aims to solve one of the technical problems in the related art at least to some extent.
[0004] To this end, the first objective of the present disclosure is to propose a carbon capture system monitoring method to monitor the operating status of the carbon capture system in real time and reduce the situation where the carbon capture system stops operating due to failure.
[0005] A second objective of the present disclosure is to provide a carbon capture system monitoring device.
[0006] A third objective of the present disclosure is to provide an electronic device.
[0007] A fourth objective of the present disclosure is to provide a computer-readable storage medium.
[0008] A fifth object of the present disclosure is to provide a computer program product.
[0009] To achieve the above-mentioned purpose, a first embodiment of the present disclosure provides a carbon capture system monitoring method, comprising:
[0010] When the carbon capture system is in operation, collecting operation data of each of the multiple devices in the carbon capture system;
[0011] Determine the correlation relationship between the operation data, and determine the fault score of each device according to the operation data and the correlation relationship;
[0012] An operating state of the carbon capture system is determined according to the fault score.
[0013] Optionally, determining the association relationship between the operation data includes:
[0014] Obtaining trouble-free operation data and historical operation data of each device in the plurality of devices in the carbon capture system;
[0015] Data analysis is performed on the fault-free operation data and the historical operation data to determine the correlation between the operation data.
[0016] Optionally, the obtaining of trouble-free operation data of each device among the plurality of devices in the carbon capture system comprises:
[0017] The system design parameters of the carbon capture system are determined, and according to the system design parameters and the initial input amount of the carbon capture solution, the trouble-free operation data corresponding to each device in the plurality of devices in the carbon capture system are determined.
[0018] Optionally, determining the fault score of each device according to the operation data and the association relationship includes:
[0019] determining an initial failure score for each of the devices;
[0020] The initial fault score is adjusted according to the operation data and the association relationship to obtain a fault score for each device.
[0021] Optionally, adjusting the initial fault score according to the operating data and the association relationship includes:
[0022] If the operation data corresponding to any one of the multiple devices is abnormal data, determining the cumulative number of abnormalities of the operation data corresponding to the any one of the multiple devices;
[0023] If the accumulated number of abnormalities is greater than the number threshold, the initial fault score is adjusted according to the operation data corresponding to any one of the devices and the association relationship.
[0024] Optionally, determining the operating state of the carbon capture system according to the fault score includes:
[0025] If the fault score corresponding to any one of the multiple devices meets the fault requirement, it is determined that the operating state of the carbon capture system is a fault state.
[0026] Optionally, after determining that the operating state of the carbon capture system is a fault state, the method further includes:
[0027] Determine, according to the association relationship, an associated device corresponding to any one of the multiple devices;
[0028] Issue a warning message for any of the devices and the associated devices.
[0029] To achieve the above-mentioned purpose, a second embodiment of the present disclosure provides a carbon capture system monitoring device, comprising:
[0030] A data collection unit, used for collecting operation data of each of the multiple devices in the carbon capture system when the carbon capture system is in operation;
[0031] An equipment scoring unit, configured to determine the correlation between the operation data, and determine a fault score of each equipment according to the operation data and the correlation;
[0032] A state determination unit is used to determine the operating state of the carbon capture system according to the fault score.
[0033] To achieve the above-mentioned purpose, a third aspect of the present disclosure provides an electronic device, including: a processor, and a memory communicatively connected to the processor;
[0034] Memory stores computer-executable instructions;
[0035] The processor executes the computer-executable instructions stored in the memory to implement the method shown in any one of the first aspects above.
[0036] To achieve the above-mentioned objectives, an embodiment of the fourth aspect of the present disclosure proposes a computer-readable storage medium, in which computer-executable instructions are stored. When the computer-executable instructions are executed by a processor, they are used to implement the method shown in any one of the above-mentioned first aspects.
[0037] To achieve the above-mentioned objective, a fifth aspect of the present disclosure provides a computer program product, including a computer program, which, when executed by a processor, implements the method shown in any one of the above-mentioned first aspects.
[0038] In summary, the method, apparatus, equipment and storage medium provided by the present invention determine the fault score of each device according to the operating data of each device in the multiple devices in the carbon capture system and the correlation between the operating data, thereby determining the operating status of the carbon capture system; therefore, the operating status of the carbon capture system can be monitored in real time, and the accuracy of the operating status judgment is high, so that the staff can repair the carbon capture system before the carbon capture system fails and stops operating, which can reduce the situation where the carbon capture system stops operating due to failure.
[0039] Additional aspects and advantages of the present disclosure will be given in part in the following description and in part will be obvious from the following description or learned through practice of the present disclosure. BRIEF DESCRIPTION OF THE DRAWINGS
[0040] The above and / or additional aspects and advantages of the present disclosure will become apparent and easily understood from the following description of the embodiments in conjunction with the accompanying drawings, in which:
[0041] Figure 1 A schematic flow chart of a carbon capture system monitoring method provided by an embodiment of the present disclosure;
[0042] Figure 2 A schematic flow chart of a carbon capture system monitoring method provided by another embodiment of the present disclosure;
[0043] Figure 3 A structural schematic diagram of a carbon capture system provided by an embodiment of the present disclosure;
[0044] Figure 4 A schematic structural diagram of a carbon capture system monitoring device provided in an embodiment of the present disclosure. DETAILED DESCRIPTION
[0045] Embodiments of the present disclosure are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to be used to explain the present disclosure, and should not be construed as limiting the present disclosure.
[0046] The present disclosure is described in detail below with reference to specific embodiments.
[0047] In the first embodiment, if Figure 1 As shown, Figure 1 This is a flow chart of a carbon capture system monitoring method provided by an embodiment of the present disclosure, which can be implemented by a computer program and can be run on a device for monitoring a carbon capture system. The computer program can be integrated into an application or run as an independent tool application.
[0048] The carbon capture system monitoring device may be an electronic device having a carbon capture system monitoring function, such as an electronic device in the carbon capture system.
[0049] The carbon capture system monitoring method may be executed by an electronic device.
[0050] Exemplarily, the carbon capture system monitoring method comprises the following steps:
[0051] S101, when the carbon capture system is in operation, collecting operation data of each of the multiple devices in the carbon capture system;
[0052] According to some embodiments, the operation data refers to relevant data generated by the equipment in the carbon capture system during operation. Different equipment may have different corresponding operation data.
[0053] S102, determining the correlation between the operation data, and determining the fault score of each device according to the operation data and the correlation;
[0054] According to some embodiments, the devices in the carbon capture system work together to capture carbon dioxide, so changes in the operating data of any device may cause changes in the operating data of other devices except the device. For example, if the liquid level in the absorption tower changes too quickly, the lean liquid pump may be unable to pump liquid.
[0055] In some embodiments, the operating data of the same device may have different impacts on other devices in the carbon capture system. The association between the operating data is used to indicate the impact between the operating data of different devices.
[0056] According to some embodiments, the fault score is used to indicate the extent of the impact of a device on the stability of the carbon capture system.
[0057] S103: Determine the operating status of the carbon capture system according to the fault score.
[0058] In summary, the method provided in this embodiment determines the fault score of each device according to the operating data of each device in the multiple devices in the carbon capture system and the correlation between the operating data, thereby determining the operating status of the carbon capture system; therefore, the operating status of the carbon capture system can be monitored in real time, and the accuracy of the operating status judgment is high, so that the staff can repair the carbon capture system before the carbon capture system fails and stops operating, which can reduce the situation where the carbon capture system stops operating due to failure.
[0059] This embodiment also provides another carbon capture system monitoring method, which can be executed by an electronic device.
[0060] like Figure 2 As shown, the carbon capture system monitoring method may include the following steps:
[0061] S201, when the carbon capture system is in operation, collecting operation data of each of the multiple devices in the carbon capture system;
[0062] Take a scenario as an example. Figure 3 This is a schematic diagram of the structure of a carbon capture system provided by an embodiment of the present disclosure. Figure 3 As shown, the carbon capture system includes an absorption tower 1, a lean liquid pump 2, a first pump back valve 3, a rich liquid pump 4, a second pump back valve 5, a heat exchanger 6, and a regeneration tower 7. The regeneration tower 7 is provided with a first differential pressure gauge 71 and a second differential pressure gauge 72; wherein,
[0063] The operation data of the absorption tower 1 includes but is not limited to the liquid level 11 in the absorption tower 1;
[0064] The operating data of the lean liquid pump 2 and the rich liquid pump 4 include but are not limited to the rich liquid pump flow rate;
[0065] The operation data of the first pump rear valve 3 and the second pump rear valve 5 include but are not limited to valve opening;
[0066] The operation data of the regeneration tower 7 includes, but is not limited to, the liquid level 73 in the regeneration tower 7 , the pressure difference data of the first differential pressure gauge 71 , and the pressure difference data of the second differential pressure gauge 72 .
[0067] It should be noted that the operating data of each device in the carbon capture system is not limited to Figure 3 The operating data of the device shown. When the device in the carbon capture system is changed, the operating data may also change accordingly.
[0068] S202, obtaining trouble-free operation data and historical operation data of each device among multiple devices in the carbon capture system;
[0069] According to some embodiments, the fault-free operation data refers to relevant data generated when the device operates normally.
[0070] In some embodiments, the system design parameters of the carbon capture system may be determined, and according to the system design parameters and the initial input amount of the carbon capture solution, the trouble-free operation data corresponding to each device in the plurality of devices in the carbon capture system may be determined.
[0071] According to some embodiments, the system design parameters refer to the parameters of each device in the carbon capture system when it is designed to operate normally. For example, the system design parameters include but are not limited to the corresponding rotation speed and pressure of the lean liquid pump 2 and the rich liquid pump 4 when they operate normally, and the pressure of the regeneration tower 7 when it operates normally.
[0072] In some embodiments, the initial input amount of the carbon capture solution refers to the amount of the carbon capture solution initially input into the carbon capture system. The initial input amount of the carbon capture solution does not specifically refer to a fixed data. The initial input amount of the carbon capture solution can be adjusted according to the actual application scenario, for example.
[0073] According to some embodiments, the fault-free operation data includes system design parameters and other operation data calculated based on the system design parameters and the initial input amount of the carbon capture solution.
[0074] For example, based on the corresponding rotation speed and pressure of the lean liquid pump 2 and the rich liquid pump 4 during normal operation, the pressure of the regeneration tower 7 during normal operation, and the initial input amount of the carbon capture solution, the initial data of the liquid level 11 in the absorption tower 1 under normal conditions and the initial data of the liquid level 73 in the regeneration tower 7 under normal conditions can be calculated.
[0075] In some embodiments, historical operation data refers to operation data of the carbon capture system during historical operation, including but not limited to data observed during the trial operation of the carbon capture system, operation data of the carbon capture system before the current monitoring time point, etc.
[0076] S203, performing data analysis on the fault-free operation data and the historical operation data to determine the correlation between the operation data;
[0077] According to some embodiments, by performing data analysis on fault-free operation data and historical operation data, it is possible to determine the amount of change between the operation data of other devices and the fault-free operation data when the operation data of a certain device changes, thereby obtaining the degree of influence between the operation data of different devices.
[0078] In some embodiments, a mathematical model may be used to perform data analysis on the fault-free operation data and the historical operation data to obtain the correlation between the operation data.
[0079] S204, determining an initial fault score for each device;
[0080] According to some embodiments, the initial fault score does not specifically refer to a fixed score. The initial fault score of each device may be 1, for example.
[0081] S205, adjusting the initial fault score according to the operation data and the correlation relationship to obtain a fault score for each device;
[0082] According to some embodiments, if the operating data corresponding to any device among multiple devices is abnormal data, the cumulative number of abnormalities in the operating data corresponding to any device can be determined; if the cumulative number of abnormalities is greater than a threshold value, the initial fault score can be adjusted based on the operating data corresponding to any device and the association relationship.
[0083] For example, if the liquid level 11 in the absorption tower 1 changes too quickly, the lean liquid pump may be unable to pump liquid. Therefore, the abnormality of the liquid level 11 can be associated with the damage of the lean liquid pump. If the cumulative number of abnormalities of the liquid level 11 is greater than the number threshold, the initial fault score of the lean liquid pump can be adjusted from 1 to 1.5, which means that the lean liquid pump 2 is likely to have a greater impact on the stability of the system.
[0084] In some embodiments, the number threshold does not specifically refer to a fixed threshold, and the number threshold can be adjusted according to actual application scenarios.
[0085] S206, if the fault score corresponding to any device among the multiple devices meets the fault requirement, determining that the operating state of the carbon capture system is a fault state;
[0086] According to some embodiments, the fault requirement may be, for example, that the fault score exceeds a score threshold, or may be that the number of times the fault score exceeds the score threshold is greater than a fault number threshold.
[0087] For example, when the fault score corresponding to the lean liquid pump 2 is greater than 1.3, the operation state of the carbon capture system is determined to be a fault state. Alternatively, when the fault score corresponding to the lean liquid pump 2 is greater than 1.3 for 15 consecutive monitoring points, the operation state of the carbon capture system is determined to be a fault state.
[0088] It should be noted that after the operating status of the carbon capture system is determined, the operating data used in the process can be put into the historical operating data. When the carbon capture system is subsequently monitored, the association relationship can be updated and maintained, thereby improving the accuracy of carbon capture system monitoring.
[0089] S207, determining an associated device corresponding to any device among the multiple devices according to the association relationship;
[0090] According to some embodiments, the associated devices may be, for example, devices whose association with any device is greater than an association threshold as indicated in the association relationship, or may be a preset number of devices whose association with any device is relatively high as indicated in the association relationship.
[0091] S208: Issue warning information for any device and associated devices.
[0092] According to some embodiments, the warning information may be displayed in a manner including but not limited to voice, image, text, etc.
[0093] In summary, the method provided in this embodiment, first, collects the operating data of each of the multiple devices in the carbon capture system when the carbon capture system is in operation; obtains the trouble-free operating data and historical operating data of each of the multiple devices in the carbon capture system; performs data analysis on the trouble-free operating data and the historical operating data to determine the correlation between the operating data; therefore, the accuracy of determining the correlation can be improved. Then, the initial fault score of each device is determined; the initial fault score is adjusted according to the operating data and the correlation to obtain the fault score of each device; therefore, the accuracy of determining the fault score can be improved. Finally, if the fault score corresponding to any of the multiple devices meets the fault requirements, the operating state of the carbon capture system is determined to be a fault state; according to the correlation, the associated device corresponding to any of the multiple devices is determined; and early warning information for any device and the associated device is issued; therefore, the operating state of the carbon capture system can be accurately judged, and early warnings can be directly issued for related equipment without the need for on-site inspection by staff, which can reduce manpower and time costs.
[0094] In order to implement the above embodiments, the present disclosure also proposes a carbon capture system monitoring device.
[0095] like Figure 4 As shown, the carbon capture system monitoring device 400 comprises:
[0096] The data collection unit 401 is used to collect the operation data of each device in the plurality of devices in the carbon capture system when the carbon capture system is in operation;
[0097] The device scoring unit 402 is used to determine the correlation between the operation data, and determine the fault score of each device according to the operation data and the correlation;
[0098] The state determination unit 403 is used to determine the operating state of the carbon capture system according to the fault score.
[0099] Optionally, when the device scoring unit 402 is used to determine the association relationship between the operation data, it is specifically used to:
[0100] Obtaining trouble-free operation data and historical operation data for each of the multiple devices in the carbon capture system;
[0101] Perform data analysis on trouble-free operation data and historical operation data to determine the correlation between the operation data.
[0102] Optionally, when the device scoring unit 402 is used to obtain the trouble-free operation data of each device in the plurality of devices in the carbon capture system, it is specifically used to:
[0103] The system design parameters of the carbon capture system are determined, and according to the system design parameters and the initial input amount of the carbon capture solution, the corresponding trouble-free operation data of each device in the multiple devices in the carbon capture system are determined.
[0104] Optionally, the device scoring unit 402 is used to determine the fault score of each device according to the operation data and the association relationship, specifically to:
[0105] Determine an initial failure score for each device;
[0106] According to the operation data and the correlation, the initial fault score is adjusted to obtain the fault score of each device.
[0107] Optionally, the equipment scoring unit 402 is used to adjust the initial fault score according to the operation data and the association relationship, specifically to:
[0108] If the operation data corresponding to any device among the multiple devices is abnormal data, then determine the cumulative number of abnormal times of the operation data corresponding to any device;
[0109] If the cumulative number of abnormalities is greater than the number threshold, the initial fault score will be adjusted according to the corresponding operating data and association relationship of any device.
[0110] Optionally, the state determination unit 403 is used to determine the operating state of the carbon capture system according to the fault score, specifically to:
[0111] If the fault score corresponding to any one of the multiple devices meets the fault requirement, it is determined that the operating state of the carbon capture system is a fault state.
[0112] Optionally, after determining that the operating state of the carbon capture system is a fault state, the state determination unit 403 is further configured to:
[0113] Determine, according to the association relationship, an associated device corresponding to any device among the multiple devices;
[0114] Issue warning information for any device and associated devices.
[0115] It should be noted that the above explanations and descriptions of the embodiment of the carbon capture system monitoring method are also applicable to the carbon capture system monitoring device of this embodiment, and will not be repeated here.
[0116] In summary, the device provided by the embodiment of the present disclosure determines the fault score of each device according to the operating data of each device in the multiple devices in the carbon capture system and the correlation between the operating data, thereby determining the operating status of the carbon capture system; therefore, the operating status of the carbon capture system can be monitored in real time, and the accuracy of the operating status judgment is high, so that the staff can repair the carbon capture system before the carbon capture system fails and stops operating, which can reduce the situation where the carbon capture system stops operating due to failure.
[0117] In order to implement the above embodiments, the present disclosure also proposes an electronic device, including: a processor, and a memory communicatively connected to the processor; the memory stores computer-executable instructions; the processor executes the computer-executable instructions stored in the memory to implement the method provided by the above embodiments.
[0118] In order to implement the above embodiments, the present disclosure further proposes a computer-readable storage medium, in which computer-executable instructions are stored. When the computer-executable instructions are executed by a processor, they are used to implement the methods provided by the above embodiments.
[0119] In order to implement the above embodiments, the present disclosure also proposes a computer program product, including a computer program, which implements the methods provided by the above embodiments when executed by a processor.
[0120] The collection, storage, use, processing, transmission, provision and disclosure of user personal information involved in this disclosure shall comply with the relevant laws and regulations and shall not violate public order and good morals.
[0121] It should be noted that personal information from users should be collected for legitimate and reasonable purposes and should not be shared or sold outside of these legitimate uses. In addition, such collection / sharing should be carried out after receiving the user's informed consent, including but not limited to notifying the user to read the user agreement / user notice and sign the agreement / authorization including authorization of relevant user information before the user uses the function. In addition, any necessary steps should be taken to protect and safeguard access to such personal information data and ensure that others who have access to personal information data comply with its privacy policy and procedures.
[0122] The present disclosure anticipates providing implementation schemes for users to selectively block the use or access of personal information data. That is, the present disclosure anticipates providing hardware and / or software to prevent or block access to such personal information data. Once the personal information data is no longer needed, risks can be minimized by limiting data collection and deleting the data. In addition, when applicable, such personal information is de-identified to protect the privacy of the user.
[0123] In the description of the aforementioned embodiments, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present disclosure. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, unless they are contradictory.
[0124] In addition, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one of the features. In the description of the present disclosure, "plurality" means at least two, such as two, three, etc., unless otherwise clearly and specifically defined.
[0125] Any process or method description in a flowchart or otherwise described herein may be understood to represent a module, segment or portion of code that includes one or more executable instructions for implementing the steps of a custom logical function or process, and the scope of the preferred embodiments of the present disclosure includes additional implementations in which functions may not be performed in the order shown or discussed, including performing functions in a substantially simultaneous manner or in reverse order depending on the functions involved, which should be understood by technicians in the technical field to which the embodiments of the present disclosure belong.
[0126] The logic and / or steps represented in the flowchart or otherwise described herein, for example, can be considered as an ordered list of executable instructions for implementing logical functions, and can be embodied in any computer-readable medium for use by an instruction execution system, device or apparatus (such as a computer-based system, a system including a processor, or other system that can fetch instructions from an instruction execution system, device or apparatus and execute the instructions), or in combination with these instruction execution systems, devices or apparatuses. For the purpose of this specification, "computer-readable medium" can be any device that can contain, store, communicate, propagate or transmit a program for use by an instruction execution system, device or apparatus, or in combination with these instruction execution systems, devices or apparatuses. More specific examples of computer-readable media (a non-exhaustive list) include the following: an electrical connection with one or more wires (electronic device), a portable computer disk box (magnetic device), a random access memory (RAM), a read-only memory (ROM), an erasable and programmable read-only memory (EPROM or flash memory), a fiber optic device, and a portable compact disk read-only memory (CDROM). In addition, the computer-readable medium may even be paper or other suitable medium on which the program is printed, since the program may be obtained electronically, for example, by optically scanning the paper or other medium and then editing, interpreting or otherwise processing in a suitable manner if necessary, and then stored in a computer memory.
[0127] It should be understood that the various parts of the present disclosure can be implemented in hardware, software, firmware or a combination thereof. In the above-mentioned embodiments, multiple steps or methods can be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, any one of the following technologies known in the art or a combination thereof can be used to implement: a discrete logic circuit having a logic gate circuit for implementing a logic function for a data signal, a dedicated integrated circuit having a suitable combination of logic gate circuits, a programmable gate array (PGA), a field programmable gate array (FPGA), etc.
[0128] A person skilled in the art may understand that all or part of the steps in the above-mentioned embodiment method may be completed by instructing related hardware through a program, and the program may be stored in a computer-readable storage medium, which, when executed, includes one or a combination of the steps of the method embodiment.
[0129] In addition, each functional unit in each embodiment of the present disclosure may be integrated into a processing module, or each unit may exist physically separately, or two or more units may be integrated into one module. The above-mentioned integrated module may be implemented in the form of hardware or in the form of a software functional module. If the integrated module is implemented in the form of a software functional module and sold or used as an independent product, it may also be stored in a computer-readable storage medium.
[0130] The storage medium mentioned above may be a read-only memory, a disk or an optical disk, etc. Although the embodiments of the present disclosure have been shown and described above, it can be understood that the above embodiments are exemplary and cannot be understood as limitations of the present disclosure. A person of ordinary skill in the art may change, modify, replace and modify the above embodiments within the scope of the present disclosure.
Claims
1. A carbon capture system monitoring method, characterized in that: include: When the carbon capture system is in operation, collecting operation data of each of the multiple devices in the carbon capture system; Determine the correlation relationship between the operation data, and determine the fault score of each device according to the operation data and the correlation relationship; An operating state of the carbon capture system is determined according to the fault score.
2. The method according to claim 1, characterized in that The determining the association relationship between the operation data includes: Obtaining trouble-free operation data and historical operation data of each device in the plurality of devices in the carbon capture system; Data analysis is performed on the fault-free operation data and the historical operation data to determine the correlation between the operation data.
3. The method according to claim 2, characterized in that The obtaining of trouble-free operation data of each device in the plurality of devices in the carbon capture system comprises: The system design parameters of the carbon capture system are determined, and according to the system design parameters and the initial input amount of the carbon capture solution, the trouble-free operation data corresponding to each device in the plurality of devices in the carbon capture system are determined.
4. The method according to claim 1, characterized in that: Determining the fault score of each device according to the operation data and the association relationship includes: determining an initial failure score for each of the devices; The initial fault score is adjusted according to the operation data and the association relationship to obtain a fault score for each device.
5. The method according to claim 4, characterized in that The adjusting the initial fault score according to the operating data and the association relationship includes: If the operation data corresponding to any one of the multiple devices is abnormal data, determining the cumulative number of abnormalities of the operation data corresponding to the any one of the multiple devices; If the accumulated number of abnormalities is greater than the number threshold, the initial fault score is adjusted according to the operation data corresponding to any one of the devices and the association relationship.
6. The method according to claim 1, characterized in that Determining the operating state of the carbon capture system according to the fault score includes: If the fault score corresponding to any one of the multiple devices meets the fault requirement, it is determined that the operating state of the carbon capture system is a fault state.
7. The method according to claim 6, characterized in that After determining that the operating state of the carbon capture system is a fault state, the method further includes: Determine, according to the association relationship, an associated device corresponding to any one of the multiple devices; Issue a warning message for any of the devices and the associated devices.
8. A carbon capture system monitoring device, characterized in that: include: A data collection unit, used for collecting operation data of each of the multiple devices in the carbon capture system when the carbon capture system is in operation; An equipment scoring unit, configured to determine the correlation between the operation data, and determine a fault score of each equipment according to the operation data and the correlation; A state determination unit is used to determine the operating state of the carbon capture system according to the fault score.
9. An electronic device, characterized in that: include: A processor, and a memory communicatively connected to the processor; The memory stores computer-executable instructions; The processor executes the computer-executable instructions stored in the memory to implement the method according to any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer-executable instructions, which are used to implement the method according to any one of claims 1 to 7 when executed by a processor.