Digital intelligent operation and maintenance method and device, electronic equipment and storage medium

Abstract

The invention provides a digital intelligent operation and maintenance method and device, electronic equipment and a storage medium, and belongs to the technical field of data processing, and the method comprises the steps: carrying out the standardization processing of collected operation and maintenance data, and obtaining standard data; based on a preset data exchange protocol, carrying out exchange processing on the standard data; data mining is conducted on exchange standard data, potential risks are obtained, and the exchange standard data are standard data obtained after exchange processing; and generating an analysis report based on the potential risk, and then generating an operation and maintenance strategy suggestion according to a preset operation and maintenance strategy and the analysis report. The operation and maintenance data can be collected and analyzed in real time, the operation and maintenance decision suggestions are automatically generated, the operation and maintenance efficiency and accuracy are improved, and the operation and maintenance cost is reduced; besides, through data information exchange and processing, comprehensive monitoring of the operation and maintenance process is realized, and the problem of information islands in a traditional operation and maintenance system is solved, so that data comprehensiveness is further improved, and accurate generation of operation and maintenance strategy suggestions is ensured.

Description

Technical Field

[0001] The present invention relates to the field of data processing technology, and in particular to a digital intelligence operation and maintenance method, device, electronic device and storage medium. Background Art

[0002] With the rapid development of information technology, the scale and complexity of data information are growing, and enterprises and organizations are facing unprecedented challenges. In order to ensure the stable operation of the network system, not only advanced hardware facilities and software support are required, but also effective management and maintenance of the system. Operation and maintenance work plays a vital role in this process, covering many aspects from system planning, deployment, monitoring to troubleshooting, performance optimization and security protection. The core goal of operation and maintenance work is to ensure the continuity and stability of the system and ensure the smooth operation of business processes. This involves not only the daily maintenance of existing systems, but also the prediction and prevention of problems that may be encountered in the future. By implementing an efficient operation and maintenance strategy, system downtime can be significantly reduced, system availability and reliability can be improved, thereby creating greater value for the enterprise.

[0003] At present, the system operation and maintenance is usually carried out by professional operation and maintenance technicians. This not only requires technicians to have solid basic knowledge, such as operating system management, network technology, database management, etc., but also requires them to be proficient in using automation tools and platforms, such as containerization technology (such as Docker and Kubernetes), continuous integration / continuous deployment (CI / CD) tools (such as Jenkins and GitLab CI) and various monitoring and log management systems; in addition, in the face of increasingly complex network security threats, operation and maintenance personnel also need to strengthen security awareness, master the latest security technologies and methods, and ensure the security of information systems, resulting in system operation and maintenance completely relying on the technical capabilities of operation and maintenance technicians, high system operation and maintenance labor costs, and low operation and maintenance efficiency.

[0004] Therefore, how to reduce the labor cost of system operation and maintenance and improve operation and maintenance efficiency has become a technical problem that needs to be solved urgently. Summary of the invention

[0005] The present invention provides a digital operation and maintenance method, device, electronic device and storage medium to solve the defects of high labor cost and low operation and maintenance efficiency in the prior art.

[0006] The present invention provides a digital intelligence operation and maintenance method, comprising the following steps: Standardize the operation and maintenance data collected in real time to obtain standard data; Based on a preset data exchange protocol, the standard data is exchanged and processed; Performing data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; After generating an analysis report based on the potential risks, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report.

[0007] According to a digital intelligence operation and maintenance method provided by the present invention, the standard data is exchanged based on a preset data exchange protocol, including: Determine the standard data exchange frequency based on the operation of the operation and maintenance system; Based on the standard data exchange frequency, the standard data is exchanged.

[0008] According to a digital intelligence operation and maintenance method provided by the present invention, the standard data is exchanged based on a preset data exchange protocol, including: Determine the standard data exchange method based on the operation of the operation and maintenance system; Based on the standard data exchange method, the standard data is exchanged.

[0009] According to a digital operation and maintenance method provided by the present invention, the operation and maintenance data includes at least one of system logs, performance data and security events.

[0010] According to a digital operation and maintenance method provided by the present invention, the standard data includes the physical position of the temperature and humidity sensor, the coding of the temperature and humidity sensor, the correspondence between the physical position and the coding of the temperature and humidity sensor, the physical position of the surveillance camera, the coding of the surveillance camera, the correspondence between the physical position and the coding of the surveillance camera, the temperature and humidity sensor index, the temperature and humidity sensor alarm information, the energy consumption of the cabinet and the alarm information of the cabinet.

[0011] According to a digital intelligent operation and maintenance method provided by the present invention, after generating an operation and maintenance strategy suggestion according to the preset operation and maintenance strategy and the analysis report, the method further includes: Based on the analysis report, use the preset prediction model to predict future operation and maintenance needs; Based on the future operation and maintenance requirements, update the operation and maintenance strategy recommendation.

[0012] The present invention also provides a digital intelligence operation and maintenance device, comprising the following modules: The standardization module is used to: standardize the collected operation and maintenance data to obtain standard data; A data exchange module, used to: perform exchange processing on the standard data based on a preset data exchange protocol; A risk mining module is used to: perform data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; The strategy recommendation module is used to: after generating an analysis report based on the potential risks, generate an operation and maintenance strategy recommendation according to a preset operation and maintenance strategy and the analysis report.

[0013] The present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, it implements any one of the digital intelligence operation and maintenance methods described above.

[0014] The present invention also provides a non-transitory computer-readable storage medium on which a computer program is stored. When the computer program is executed by a processor, it implements any of the digital intelligence operation and maintenance methods described above.

[0015] The present invention also provides a computer program product, including a computer program, which, when executed by a processor, implements any of the digital intelligence operation and maintenance methods described above.

[0016] The digital intelligent operation and maintenance method, device, electronic device and storage medium provided by the present invention perform standardized processing on the collected operation and maintenance data to obtain standard data; based on a preset data exchange protocol, perform exchange processing on the standard data; perform data mining on the exchanged standard data to obtain potential risks, and the exchanged standard data is the standard data obtained after the exchange processing; after generating an analysis report based on the potential risks, generate operation and maintenance strategy recommendations according to the preset operation and maintenance strategy and the analysis report. The present invention can collect and analyze operation and maintenance data in real time, automatically generate operation and maintenance decision recommendations, improve operation and maintenance efficiency and accuracy, and reduce operation and maintenance costs; in addition, through data information exchange and processing, comprehensive monitoring of the operation and maintenance process is achieved, solving the problem of information islands in traditional operation and maintenance systems, thereby further improving data comprehensiveness, and then ensuring accurate generation of operation and maintenance strategy recommendations. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0018] Figure 1 It is a flowchart of the digital intelligence operation and maintenance method provided by the present invention; Figure 2 It is a structural schematic diagram of the digital intelligence operation and maintenance device provided by the present invention; Figure 3 It is a structural schematic diagram of the electronic device provided by the present invention. DETAILED DESCRIPTION

[0019] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0020] It should be noted that in the description of the embodiments of the present invention, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, the elements defined by the sentence "include one..." do not exclude the existence of other identical elements in the process, method, article or device including the elements. The orientation or position relationship indicated by the terms "upper", "lower" and the like is based on the orientation or position relationship shown in the drawings, which is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as a limitation on the present invention. Unless otherwise clearly specified and limited, the terms "installed", "connected" and "connected" should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be directly connected, or indirectly connected through an intermediate medium, or it can be a connection between two elements. For those skilled in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.

[0021] The terms "first", "second", etc. in the present invention are used to distinguish similar objects, and are not used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged under appropriate circumstances, so that the embodiments of the present invention can be implemented in an order other than those illustrated or described herein, and the objects distinguished by "first", "second", etc. are generally of the same type, and the number of objects is not limited. For example, the first object can be one or more. In addition, "and / or" means at least one of the connected objects, and the character " / " generally indicates that the objects associated with each other are in an "or" relationship.

[0022] Combine the following Figure 1-Figure 3 Describe the digital intelligence operation and maintenance method, device, electronic device and storage medium provided by the embodiments of the present invention.

[0023] Figure 1 It is a flowchart of the digital intelligence operation and maintenance method provided by the present invention, such as Figure 1 As shown, the method includes the following: S110, standardizing the operation and maintenance data collected in real time to obtain standard data; S120, performing exchange processing on the standard data based on a preset data exchange protocol; S130, performing data mining on the exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after the exchange process; S140, after generating an analysis report based on the potential risk, generate an operation and maintenance strategy suggestion according to a preset operation and maintenance strategy and the analysis report.

[0024] It should be noted that the executor of the digital operation and maintenance method provided in the embodiment of the present invention can be a server or a computer device, such as a tablet computer, a laptop computer, a PDA, an ultra-mobile personal computer (UMPC), a netbook, etc.

[0025] In S110, standardization processing is to convert the original data into a unified format and standard to facilitate subsequent data analysis, mining and modeling. Data standardization processing can improve the quality of data, reduce noise and inconsistency in data, and thus improve the accuracy and efficiency of data analysis. Here, the method of data standardization processing may include but is not limited to: Data cleaning: remove duplicate data, check and delete duplicate records to avoid data redundancy; fill missing values, use mean, median, mode or other statistical methods to fill missing values, or use interpolation method, machine learning model to predict missing values; correct erroneous data, identify and correct errors in data, such as spelling errors, format errors, etc.; Data conversion: numerical standardization, converting numerical data to the same scale, can use methods such as minimum-maximum normalization, Z-score normalization, decimal calibration normalization, etc. Data encoding: Categorical data encoding, converting categorical data into numerical form, can use methods such as one-hot encoding, label encoding, binary encoding, etc. Data normalization: feature scaling, ensuring that all features are in a similar range to avoid certain features dominating the calculation; logarithmic transformation, logarithmic transformation of skewed distributed data to make it closer to a normal distribution; Data discretization: Methods such as equal-width discretization (dividing the data into intervals of equal width), equal-frequency discretization (dividing the data into intervals containing the same number of samples), and clustering-based discretization (using clustering algorithms to divide the data into different intervals) can be used.

[0026] In S120, the standard data is exchanged according to the preset data exchange protocol, that is, data is exchanged with other operation and maintenance systems or components, so as to realize the circulation of data information between different operation and maintenance systems or components and solve the problem of information islands in the existing operation and maintenance system.

[0027] In S130, the exchanged data information is deeply analyzed, and potential problems and risks in the operation and maintenance process are identified through data mining, machine learning and other technologies.

[0028] In S140, a corresponding analysis report is generated according to the potential problems and risks identified in S130. Based on the generated analysis report and in combination with the preset operation and maintenance strategy, an operation and maintenance decision suggestion is automatically generated and pushed to the operation and maintenance personnel in real time.

[0029] The digital intelligence operation and maintenance method provided by the embodiment of the present invention performs standardized processing on the collected operation and maintenance data to obtain standard data; based on a preset data exchange protocol, the standard data is exchanged and processed; data mining is performed on the exchanged standard data to obtain potential risks, and the exchanged standard data is the standard data obtained after the exchange processing; based on the potential risks, after generating an analysis report, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report. The present invention can collect and analyze operation and maintenance data in real time, automatically generate operation and maintenance decision recommendations, improve operation and maintenance efficiency and accuracy, and reduce operation and maintenance costs; in addition, through data information exchange and processing, comprehensive monitoring of the operation and maintenance process is achieved, solving the problem of information islands in traditional operation and maintenance systems, thereby further improving the comprehensiveness of the data, and then ensuring the accurate generation of operation and maintenance strategy recommendations.

[0030] In an optional embodiment, the exchanging process of the standard data based on a preset data exchange protocol includes: Determine the standard data exchange frequency based on the operation of the operation and maintenance system; Based on the standard data exchange frequency, the standard data is exchanged.

[0031] In the embodiment of the present invention, the frequency of standard data exchange is dynamically adjusted according to the operation of the operation and maintenance system. Specifically, the frequency of the current standard data exchange is determined according to the load of the operation and maintenance system (the greater the load, the lower the data exchange frequency) and the current system operation requirements (for example, high-frequency data exchange is required in scenarios with high system reliability requirements, and high-frequency data exchange is not required in scenarios with low system reliability requirements).

[0032] In some embodiments, the standard data exchange frequency is determined based on a pre-stored standard data exchange frequency table and the current operation status of the operation and maintenance system; the standard data exchange frequency table stores the correspondence between the operation status of the operation and maintenance system and the standard data exchange frequency.

[0033] In some embodiments, the operation status of the operation and maintenance system is digitally processed, and the standard data exchange frequency is calculated based on a preset formula. Taking the operation status of the operation and maintenance system including the load status and the current system operation requirements as an example: the load status is digitally processed, that is, the load status score is determined according to the current system load status; the system operation requirements are digitally processed, that is, the system operation requirements rating is determined according to the current system operation requirements, and each level corresponds to an operation requirement rating; based on the load status rating and the operation requirement rating, the standard data exchange frequency is calculated using a preset formula.

[0034] In some embodiments, the system operation status is detected once at a preset time interval, and the current data exchange frequency is determined based on the system operation status.

[0035] The digital operation and maintenance method provided by the embodiment of the present invention dynamically adjusts the frequency of data exchange according to the operation status of the operation and maintenance system, taking into account the actual operation status of the system, and on this basis ensures the real-time nature of data information.

[0036] In an optional embodiment, the exchanging process of the standard data based on a preset data exchange protocol includes: Determine the standard data exchange method based on the operation of the operation and maintenance system; Based on the standard data exchange method, the standard data is exchanged.

[0037] In the embodiment of the present invention, the standard data exchange method is dynamically adjusted according to the operation status of the operation and maintenance system. Specifically, the current standard data exchange method is determined according to the load of the operation and maintenance system (when the load is large, a simple data exchange method is adopted, such as exchanging only part of the important data, or exchanging data only with certain important systems / components) and the current system operation requirements (for example, in some scenarios, only part of the operation and maintenance data is of interest, and only part of the operation and maintenance data needs to be exchanged; in some scenarios, only the operation and maintenance data of certain systems / components is of interest, and only data needs to be exchanged with these interested systems / components).

[0038] In some embodiments, the standard data exchange frequency is determined based on a pre-stored standard data exchange mode table and the current operation status of the operation and maintenance system; the standard data exchange mode table stores the correspondence between the operation status of the operation and maintenance system and the standard data exchange mode.

[0039] In some embodiments, the operation status of the operation and maintenance system is digitally processed, and the system operation status score is calculated based on a preset formula, and then the data exchange method is determined according to the system operation status score. Take the operation status of the operation and maintenance system including the load status and the current system operation requirements as an example: the load status is digitally processed, that is, the load status score is determined according to the current system load status; the system operation requirements are digitally processed, that is, the system operation requirements rating is determined according to the current system operation requirements, and each level corresponds to an operation requirement score; based on the load status score and the operation requirement score, the preset formula is used to calculate the current system operation status score, and the current data exchange method is determined according to the system operation status score.

[0040] In some embodiments, the system operation status is detected once at a preset time interval, and the current data exchange mode is determined based on the system operation status.

[0041] The digital operation and maintenance method provided by the embodiment of the present invention dynamically adjusts the data exchange method according to the operating conditions of the operation and maintenance system, thereby ensuring the use of an appropriate data exchange method, thereby ensuring the accuracy of data information and providing a reliable data basis for subsequent risk analysis.

[0042] In an optional embodiment, the operation and maintenance data includes at least one of system logs, performance data and security events.

[0043] In an optional embodiment, the standard data includes the physical position of the temperature and humidity sensor, the coding of the temperature and humidity sensor, the correspondence between the physical position and coding of the temperature and humidity sensor, the physical position of the surveillance camera, the coding of the surveillance camera, the correspondence between the physical position and coding of the surveillance camera, the temperature and humidity sensor index, the temperature and humidity sensor alarm information, the energy consumption of the cabinet and the alarm information of the cabinet.

[0044] In an optional embodiment, after generating an operation and maintenance strategy suggestion according to the preset operation and maintenance strategy and the analysis report, the method further includes: Based on the analysis report, use the preset prediction model to predict future operation and maintenance needs; Based on the future operation and maintenance requirements, update the operation and maintenance strategy recommendation.

[0045] In the embodiment of the present invention, the specific prediction model used is not limited here.

[0046] The digital operation and maintenance method provided by the embodiment of the present invention not only takes into account the actual operation of the system, but also dynamically adjusts the operation and maintenance strategy based on future operation trends. It relies on AR remote assistance, multi-person collaboration, spatial annotation, intelligent navigation, fault knowledge base, and data linkage with the AR operation and maintenance system to provide a more accurate reference for operation and maintenance decisions.

[0047] In an optional embodiment, the equipment is informatized, and equipment information is queried and fed back in real time, and the equipment information is visualized and linked to the work order system. Inspection personnel can compare data in real time and quickly troubleshoot.

[0048] The digital operation and maintenance method provided by the present invention is based on the three-dimensional technology of digital twins, integrates artificial intelligence, the Internet of Things, and big data analysis, and manages the building equipment in the park from macro to micro in real time, dynamically, and intuitively through a visualized management method; through intelligent data information exchange and processing, comprehensive monitoring and intelligent management of the operation and maintenance process are realized, effectively solving the problems existing in the traditional operation and maintenance system; real-time collection and analysis of operation and maintenance data, automatic generation of operation and maintenance decision suggestions, improving operation and maintenance efficiency and accuracy, and reducing operation and maintenance costs; at the same time, it has adaptive and predictive capabilities, and can dynamically adjust operation and maintenance strategies according to actual operating conditions and future trends, further improving the intelligence level of operation and maintenance.

[0049] The digital intelligence operation and maintenance device provided in an embodiment of the present invention is described below. The digital intelligence operation and maintenance device described below and the digital intelligence operation and maintenance method described above can be referenced to each other.

[0050] Figure 2 is a structural diagram of the digital intelligence operation and maintenance device provided by the present invention, such as Figure 2 As shown, the digital intelligence operation and maintenance device may include but is not limited to: The standardization module 210 is used to: perform standardization processing on the collected operation and maintenance data to obtain standard data; The data exchange module 220 is used to: perform exchange processing on the standard data based on a preset data exchange protocol; The risk mining module 230 is used to: perform data mining on the exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after the exchange process; The strategy recommendation module 240 is used to: after generating an analysis report based on the potential risks, generate an operation and maintenance strategy recommendation according to a preset operation and maintenance strategy and the analysis report.

[0051] The digital intelligent operation and maintenance device provided by the embodiment of the present invention performs standardized processing on the collected operation and maintenance data to obtain standard data; based on a preset data exchange protocol, the standard data is exchanged and processed; data mining is performed on the exchanged standard data to obtain potential risks, and the exchanged standard data is the standard data obtained after the exchange processing; after generating an analysis report based on the potential risks, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report. The present invention can collect and analyze operation and maintenance data in real time, automatically generate operation and maintenance decision recommendations, improve operation and maintenance efficiency and accuracy, and reduce operation and maintenance costs; in addition, through data information exchange and processing, comprehensive monitoring of the operation and maintenance process is achieved, solving the problem of information islands in traditional operation and maintenance systems, thereby further improving data comprehensiveness, and then ensuring accurate generation of operation and maintenance strategy recommendations.

[0052] It should be noted that the digital and intelligent operation and maintenance device provided in an embodiment of the present invention can execute the digital and intelligent operation and maintenance method described in any of the above embodiments during specific operation, which will not be elaborated in this embodiment.

[0053] The following describes the digital intelligent operation and maintenance system provided by the embodiment of the present invention. The digital intelligent operation and maintenance system described below and the digital intelligent operation and maintenance method described above can be referenced to each other. The digital intelligent operation and maintenance device can be implemented based on the digital intelligent operation and maintenance platform. The digital intelligent operation and maintenance system includes a data acquisition module, a data exchange module, a data analysis module and an operation and maintenance decision module; Digital operation and maintenance platform, used to clean, convert, integrate, standardize and integrate data, and accumulate common data service capabilities to quickly respond to business needs and support data integration and sharing; Data collection module, used to collect various data information in the operation and maintenance process in real time; The data exchange module is used to standardize the data information collected by the data acquisition module and exchange information through a preset data exchange protocol to realize the circulation of data information between different operation and maintenance systems or components; The data analysis module is used to conduct in-depth analysis of the exchanged data information, identify potential problems and risks in the operation and maintenance process through data mining, machine learning and other technologies, and generate corresponding analysis reports; The operation and maintenance decision module automatically generates operation and maintenance decision suggestions based on the analysis report generated by the data analysis module and the preset operation and maintenance strategy, and pushes them to the operation and maintenance personnel in real time.

[0054] Figure 3 An example of a physical structure diagram of an electronic device is shown in FIG. Figure 3As shown, the electronic device may include: a processor 310, a communication interface 320, a memory 330 and a communication bus 340, wherein the processor 310, the communication interface 320 and the memory 330 communicate with each other through the communication bus 340. The processor 310 may call the logic instructions in the memory 330 to execute the digital intelligence operation and maintenance method, which includes: standardizing the operation and maintenance data collected in real time to obtain standard data; Based on a preset data exchange protocol, the standard data is exchanged and processed; Performing data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; After generating an analysis report based on the potential risks, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report.

[0055] In addition, the logic instructions in the above-mentioned memory 330 can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. Based on such an understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk, etc. Various media that can store program codes.

[0056] On the other hand, the present invention further provides a computer program product, the computer program product includes a computer program, the computer program can be stored in a non-transitory computer-readable storage medium, when the computer program is executed by a processor, the computer can execute the digital intelligence operation and maintenance method provided by the above methods, the method includes: standardizing the operation and maintenance data collected in real time to obtain standard data; Based on a preset data exchange protocol, the standard data is exchanged and processed; Performing data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; After generating an analysis report based on the potential risks, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report.

[0057] In another aspect, the present invention further provides a non-transitory computer-readable storage medium having a computer program stored thereon, which is implemented when the computer program is executed by a processor to execute the digital intelligence operation and maintenance method provided by the above methods, the method comprising: standardizing the operation and maintenance data collected in real time to obtain standard data; Based on a preset data exchange protocol, the standard data is exchanged and processed; Performing data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; After generating an analysis report based on the potential risks, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report.

[0058] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Ordinary technicians in this field can understand and implement it without paying creative labor.

[0059] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0060] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A digital intelligence operation and maintenance method, characterized in that: include: Standardize the operation and maintenance data collected in real time to obtain standard data; Based on a preset data exchange protocol, the standard data is exchanged and processed; Performing data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; After generating an analysis report based on the potential risks, an operation and maintenance strategy recommendation is generated according to the preset operation and maintenance strategy and the analysis report.

2. The digital intelligence operation and maintenance method according to claim 1, characterized in that: The exchanging process of the standard data based on the preset data exchange protocol includes: Determine the standard data exchange frequency based on the operation of the operation and maintenance system; Based on the standard data exchange frequency, the standard data is exchanged.

3. The digital intelligence operation and maintenance method according to claim 1, characterized in that: The exchanging process of the standard data based on the preset data exchange protocol includes: Determine the standard data exchange method based on the operation of the operation and maintenance system; Based on the standard data exchange method, the standard data is exchanged.

4. The digital intelligence operation and maintenance method according to claim 1, characterized in that: The operation and maintenance data includes at least one of system logs, performance data and security events.

5. The digital intelligence operation and maintenance method according to claim 1 or 4, characterized in that: The standard data includes at least one of the physical position of the temperature and humidity sensor, the code of the temperature and humidity sensor, the correspondence between the physical position and the code of the temperature and humidity sensor, the physical position of the surveillance camera, the code of the surveillance camera, the correspondence between the physical position and the code of the surveillance camera, the temperature and humidity sensor index, the temperature and humidity sensor alarm information, the energy consumption of the first cabinet and the alarm information of the first cabinet.

6. The digital intelligence operation and maintenance method according to claim 1, characterized in that: After generating an operation and maintenance strategy suggestion according to the preset operation and maintenance strategy and the analysis report, the method further includes: Based on the analysis report, use the preset prediction model to predict future operation and maintenance needs; Based on the future operation and maintenance requirements, update the operation and maintenance strategy recommendation.

7. A digital intelligence operation and maintenance device, characterized in that: include: The standardization module is used to: standardize the collected operation and maintenance data to obtain standard data; A data exchange module, used to: perform exchange processing on the standard data based on a preset data exchange protocol; A risk mining module is used to: perform data mining on exchange standard data to obtain potential risks, wherein the exchange standard data is standard data obtained after exchange processing; The strategy recommendation module is used to: after generating an analysis report based on the potential risks, generate an operation and maintenance strategy recommendation according to a preset operation and maintenance strategy and the analysis report.

8. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: When the processor executes the computer program, the digital intelligence operation and maintenance method as described in any one of claims 1 to 6 is implemented.

9. A non-transitory computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, it implements the digital intelligence operation and maintenance method as described in any one of claims 1 to 6.

10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, it implements the digital intelligence operation and maintenance method as described in any one of claims 1 to 6.

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