Digital monitoring method, device, equipment and product for abnormal operation behaviors

Abstract

The embodiment of the invention discloses a digital monitoring method and device for an abnormal operation behavior, equipment and a product. The method comprises the following steps: acquiring initial data information of an electrical operation ticket; the initial data information comprises time data, quantity data, name data, verb data and / or noun data; determining abnormal operation behavior data in the electrical operation ticket based on the initial data information and an electrical operation digital rule base; the abnormal operation behaviors comprise operation behaviors which do not meet rules in the electrical operation digitization rule base; the electrical operation digitization rule base comprises at least one rule. According to the technical scheme, the initial data information and the electrical operation digital rule base are used for determining the abnormal operation behavior data in the electrical operation ticket, potential safety hazards of electrical equipment operation are reduced, accidents caused by non-standard operation are avoided, and a guarantee is provided for safe and stable operation of a transformer substation and even a whole power grid.

Description

Technical Field

[0001] The embodiments of the present disclosure relate to the field of power monitoring technology, and in particular to a digital monitoring method, device, equipment and product for abnormal operating behavior. Background Art

[0002] Substation is an important part of the power system. The operation of electrical equipment is a basic and important task in the operation of substation. The correctness of the operation directly affects the safe and stable operation of the power grid. In actual production work, due to the needs of the power grid operation mode or the work needs of the electrical equipment itself, the operation and maintenance personnel must adjust the status of the electrical equipment, that is, the operators perform relevant operations on the electrical equipment. The correctness of the operators' operation of electrical equipment is directly related to the safety of personnel, power grids, and equipment. The substation field of the power industry strictly requires operators to strictly follow the relevant requirements of the electrical operation guidelines and safety work procedures to perform electrical operations. Operators must strictly use correct operation tickets to carry out electrical operations and adjust the equipment status so that the equipment status meets the requirements of the system or work.

[0003] The operation ticket is an organizational written form of control basis designed for changing the operating status of electrical equipment and related factors for logical operation and orderly communication. Before the operation, the operator must first fill out the correct operation ticket and pass the "three reviews" to generate the operation ticket. The operation ticket is the organizational written basis for the operator to correctly perform the operation. Only by strictly following the qualified operation ticket that has been reviewed and approved, and following the operating principles of the electrical operation guidelines and safety work procedures, and performing electrical operations according to the ticket, can the correctness of the electrical operation be ensured, and then the safety of personnel, power grid, and equipment can be ensured.

[0004] In recent years, most of the malicious electrical misoperation incidents are caused by operators not strictly following the operation ticket or operating without an operation ticket. When operators violate the rules in electrical operations, there is a great risk of accidents. According to the electrical operation guidelines and various industry specifications, operators are required to strictly follow the operation order of the operation ticket during the operation, and perform them one by one. It is strictly forbidden to skip items, miss items, or cross items. If there is any doubt during the operation, the operation should be stopped immediately and reported in time. Only after the problem is found and confirmed can the operation be continued. The operation ticket should not be changed without authorization. When the operation is temporarily changed, the operation ticket should be re-filled according to the actual situation before the switching operation can be continued. In recent years, the power industry has carried out inspections in the field of substation production and found that a large number of operation tickets are not actually implemented on site. For example, operators do not follow the ticket reading and recitation system, operate first and then make up the ticket, and there are violations such as skipping items, missing items, and crossing items.

[0005] Currently, most of the irregular operations are discovered through expert investigations after accidents or during special inspections by experts, which is very lagging. It is often difficult to discover irregular operations in a timely manner. The existing technical conditions make it difficult to conduct all-round intelligent monitoring of the operator's operation behavior. After the operation is completed, it is also difficult to find out whether the operator has strictly followed the operation ticket and operation specifications.

[0006] At present, in the operation business of the power substation field of the power industry, there is a lack of a method or measure that can quickly, efficiently and accurately detect the abnormal operation behavior of operators, and there is also little research in this area. We found that the abnormal operation behavior of operators mainly comes from post-investigation or special inspections. Due to the huge amount of substation operations and limited video surveillance conditions, the method of manually checking the abnormal operation behavior of operators in a haystack is very inefficient and cannot point out the abnormal operation behavior of operators in a timely manner. This has buried hidden dangers for the safe production of the power industry and is also one of the reasons for the repeated occurrence of electrical operation accidents. Summary of the invention

[0007] The embodiments of the present disclosure provide a digital monitoring method, device, equipment and product for abnormal operation behavior, which can reduce the occurrence of electrical equipment misoperation events and improve the operation standardization of operators.

[0008] First, a digital monitoring method for abnormal operation behavior is provided, including:

[0009] Acquire initial data information of the electrical operation ticket; the initial data information includes time data, quantity data, name data, verb data and / or noun data;

[0010] The abnormal operation behavior data in the electrical operation ticket is determined based on the initial data information and the electrical operation digital rule base; the abnormal operation behavior includes the operation behavior that does not meet the rules in the electrical operation digital rule base; the electrical operation digital rule base contains at least one rule.

[0011] In a second aspect, a digital monitoring device for abnormal operation behavior is provided, comprising:

[0012] An information acquisition module is used to acquire initial data information of an electrical operation ticket; the initial data information includes time data, quantity data, name data, verb data and / or noun data;

[0013] An abnormal operation behavior data determination module is used to determine the abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base; the abnormal operation behavior includes operation behavior that does not meet the rules in the electrical operation digital rule base; the electrical operation digital rule base contains at least one rule.

[0014] In a third aspect, an electronic device is provided, including:

[0015] one or more processors;

[0016] a storage device for storing one or more programs,

[0017] When the one or more programs are executed by the one or more processors, the one or more processors implement the digital monitoring method for abnormal operating behavior as described in the first aspect above.

[0018] In a fourth aspect, a computer-readable storage medium is provided, on which a computer program is stored, and when the program is executed by a processor, the digital monitoring method for abnormal operation behavior as described in the first aspect above is implemented.

[0019] In a fifth aspect, a computer program product is provided, the computer program product comprising a computer program, the computer program implementing the digital monitoring method for abnormal operation behavior as described in the first aspect above when executed by a processor

[0020] The disclosed embodiment discloses a digital monitoring method, device, equipment and product for abnormal operation behavior, including: obtaining initial data information of an electrical operation ticket; the initial data information includes time data, quantity data, name data, verb data and / or noun data; determining abnormal operation behavior data in the electrical operation ticket based on the initial data information and a digital rule base for electrical operation; the abnormal operation behavior includes operation behavior that does not satisfy the rules in the digital rule base for electrical operation; the digital rule base for electrical operation contains at least one rule. This technical solution uses initial data information and a digital rule base for electrical operation to determine abnormal operation behavior data in an electrical operation ticket, reduces safety hazards in electrical equipment operation, avoids accidents caused by non-standard operation, and provides a guarantee for the safe and stable operation of the substation and even the entire power grid.

[0021] It should be understood that the content described in this section is not intended to identify the key or important features of the embodiments of the present disclosure, nor is it intended to limit the scope of the embodiments of the present disclosure. Other features of the embodiments of the present disclosure will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] In order to more clearly illustrate the technical solutions in the embodiments of the present disclosure, the drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the embodiments of the present disclosure. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0023] Figure 1 is a flow chart of a digital monitoring method for abnormal operation behavior provided in the first embodiment of the present disclosure;

[0024] Figure 2 It is a schematic diagram of the steps of a digital monitoring method for abnormal operation behavior provided in the first embodiment of the present disclosure;

[0025] Figure 3 It is a structural schematic diagram of a digital monitoring device for abnormal operation behavior provided in the second embodiment of the present disclosure;

[0026] Figure 4 It is a structural diagram of an electronic device provided in Embodiment 3 of the present disclosure. DETAILED DESCRIPTION

[0027] In order to enable those skilled in the art to better understand the solutions of the embodiments of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only embodiments of a part of the embodiments of the present disclosure, rather than all of the embodiments. Based on the embodiments in the embodiments of the present disclosure, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the embodiments of the present disclosure.

[0028] It should be noted that the terms "first", "second", etc. in the specification and claims of the embodiments of the present disclosure and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments of the present disclosure described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product, or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products, or devices.

[0029] Embodiment 1

[0030] Figure 1 This is a flowchart of a digital monitoring method for abnormal operation behavior provided in the first embodiment of the present disclosure. This embodiment is applicable to the situation of monitoring abnormal operation behavior. The method can be executed by a digital monitoring device for abnormal operation behavior. The digital monitoring device for abnormal operation behavior can be implemented in the form of hardware and / or software. The digital monitoring device for abnormal operation behavior can be configured in an electronic device, including but not limited to computers, computers, terminals, servers and other devices with data processing capabilities. Figure 1 As shown, the method includes:

[0031] S110, obtaining initial data information of the electrical operation ticket; the initial data information includes time data, quantity data, name data, verb data and / or noun data.

[0032] In this embodiment, the electrical operation ticket is an important document in the power system for recording and guiding operators to operate equipment, which ensures the accuracy and safety of the operation. The filling of the operation ticket must be based on an order or permission, which can be a written order or an oral order.

[0033] Exemplarily, the operation ticket can be a paper version of the electrical operation ticket and / or an electronic version of the electrical operation ticket. The paper version of the electrical operation ticket may include information such as the operation type, the issuing unit, the issuing person, the receiving person, the receiving time, the operation start time, the operation end time, the operation task, the operation item, the operation sequence corresponding to the operation item, the completion status of the operation item, the operator, the guardian and the person in charge on duty. The electronic version of the electrical operation ticket may mainly include basic information, execution information and operation steps, among which the basic information may include the operation type, whether the handwritten ticket is supplemented, whether the ticket is made by clicking on the map, the maintenance and repair code, the location, the operation task, the invoicing time, the source of the operation ticket and / or the power outage application form; the execution information may include information such as the issuing unit, the receiving person, the operator, the guardian, the person in charge on duty, the reporter, the issuing person, the receiving time, the operation start time, the operation end time, the reporting time, the receiving reporter, notes and / or related attachments; the operation steps may include: the associated ledger, the ground wire (knife) number, notes, and the content, time, sequence, operation status and other information of the operation steps.

[0034] In this embodiment, the initial data information of the electrical operation ticket can be obtained; the initial data information includes time data, quantity data, name data, verb data and / or noun data. Among them, the time data may include: creation time, generation time, order receiving time, operation start time, operation end time, reporting time, archiving time and other time data; the quantity data may include: the number of operation items, the number of characters, the number of ground cutters, the number of ground wires and other quantity data; the name data may include: the sender, the receiver, the reporter, the operator, the guardian, the person in charge on duty and other name data; the verb data may include: verb type data such as proprietary verb data, wrong verb data, verb matching data and other verb type data; the noun data may include: noun type data such as proprietary noun data, wrong noun data, noun matching data and other noun type data. And other operation ticket data to be developed.

[0035] S120, determining abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base; the abnormal operation behavior includes operation behavior that does not meet the rules in the electrical operation digital rule base; the electrical operation digital rule base contains at least one rule.

[0036] Specifically, after obtaining the initial data information, the initial data operation information can be compared with the electrical operation digital rule base, wherein the electrical operation digital rule base contains at least one rule. If there is an operation behavior in the initial data information that is inconsistent with the rules in the electrical operation digital rule base, it can be determined as abnormal operation behavior data, and the abnormal operation behavior includes an operation behavior that does not meet the rules in the electrical operation digital rule base.

[0037] The present embodiment provides a digital monitoring method for abnormal operation behavior, including: obtaining initial data information of an electrical operation ticket; the initial data information includes time data, quantity data, name data, verb data and / or noun data; determining abnormal operation behavior data in the electrical operation ticket based on the initial data information and a digital rule base for electrical operations; the abnormal operation behavior includes operation behavior that does not satisfy the rules in the digital rule base for electrical operations; the digital rule base for electrical operations contains at least one rule, which reduces the safety hazards of electrical equipment operation, avoids accidents caused by non-standard operations, and provides a guarantee for the safe and stable operation of the substation and even the entire power grid.

[0038] As an optional implementation of this embodiment, after determining the abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base, the digital monitoring method for abnormal operation behavior provided by this embodiment further includes:

[0039] The rules in the electrical operation digital rule base are adjusted according to the abnormal operation behavior data.

[0040] Specifically, after the abnormal operation behavior data is obtained, the rules in the electrical operation digital rule library can be adjusted according to the abnormal operation behavior data.

[0041] For example, the rule in the digital rule base for electrical operation is that the average operation time for each item in the operation ticket cannot be less than 10 seconds. Through actual verification, the abnormal operation behavior data includes all operation behaviors, and the rules in the digital rule base for electrical operation can be modified. Because the average operation time for each item is 15 seconds, the rule in the digital rule base for electrical operation can be changed to that the average operation time for each item in the operation ticket cannot be less than 15 seconds, or the corresponding time requirements can be formulated in combination with the operation task or the number of words for each operation.

[0042] As an optional implementation of this embodiment, the electrical operation ticket is used to record the operation process of the operator;

[0043] The digital monitoring method for abnormal operation behavior provided in this embodiment also includes:

[0044] The operator is warned according to the abnormal operation behavior data so as to correct the abnormal operation behavior.

[0045] In this embodiment, after the abnormal operation behavior data is obtained, an alarm may be issued to the relevant operators according to the obtained abnormal operation behavior data so as to correct the abnormal operation behavior.

[0046] As an optional implementation manner of this embodiment, the adjusting the rules in the electrical operation digital rule base according to the abnormal operation behavior data includes:

[0047] 1) Determining the verification capability of the electrical operation digital rule base according to the abnormal operation behavior data and the preset verification results, wherein the verification capability includes the execution status of the electrical operation ticket and / or the verification coverage of the electrical operation ticket;

[0048] It can be known that after obtaining the abnormal operation behavior data, the verification capability of the electrical operation digital rule library can be determined based on the abnormal operation behavior data and the preset verification results, wherein the preset verification results can be the abnormal operation behavior data predetermined for the initial data information.

[0049] Continuing with the above description, the verification capability may include the execution status of the electrical operation ticket and / or the verification coverage of the electrical operation ticket. Exemplarily, the execution status of the operation ticket can be judged based on the data of the abnormal operation behavior obtained, whether there is a phenomenon that the operation ticket is not fully executed, that is, whether the abnormal operation behavior data can cover the abnormal operation behaviors that have been found in the preset verification results and the abnormal operation behaviors that cannot be found in the preset verification results, and then the execution status of the electrical operation ticket by the digital rule base of electrical operation can be determined. Secondly, whether the abnormal data can accurately reflect the phenomenon of inadequate operation execution, that is, whether the digital rule base of electrical operation can verify the abnormal operation behaviors that have been found in the preset verification results, and then the verification coverage of the digital rule base of electrical operation for electrical operation tickets can be determined.

[0050] 2) Adjusting the rules in the electrical operation digital rule base according to the verification capability.

[0051] Specifically, by comparing the obtained abnormal operation behavior with the abnormal operation behavior in the preset verification result, the rules in the digital rule base of electrical operation can be adjusted. Exemplarily, if the digital rule base of electrical operation has not verified the abnormal operation behavior found in the preset verification result, it is necessary to adjust the digital rule base of electrical operation. It should be noted that if it is found during the verification process that the rules in the digital rule base of electrical operation are unreasonable or not detailed enough, the rules in the digital rule base of electrical operation should also be adjusted. By continuously adjusting the rules in the digital rule base of electrical operation to meet the inspection requirements, the inspection requirements can be whether the digital rule base of electrical operation can meet the needs of normalized inspection of the execution of electrical operation tickets in daily production work, and whether the use of the digital rule base of electrical operation to identify abnormal operation behavior data can completely or partially replace the needs of manual inspection.

[0052] In one embodiment, the determining the abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base includes:

[0053] 1) Processing the initial data information using a data processing tool to obtain data information; the data information is in the same form as the electrical operation digital rule library; the data information includes multiple operation behaviors;

[0054] In this embodiment, the data processing tool may be a tool for processing the initial data information. For example, the data processing tool may be Excel spreadsheet data processing, Python programming data processing, and / or direct programming development application for data processing. Using the data processing tool to process the initial data information may be to describe the initial data information in a digital language, thereby obtaining data information, wherein the data information is in the same form as the digital rule library of electrical operations; the data information contains a variety of operation behaviors.

[0055] 2) Determine the operation behavior in the data information that does not meet the rules in the electrical operation digital rule library as abnormal operation behavior data.

[0056] Continuing with the above description, after obtaining the data information, the data information can be compared with the electrical operation digital rule library. If there are operating behaviors in the data information that do not meet the rules in the electrical operation digital rule library, the operating behaviors that do not meet the rules in the electrical operation digital rule library can be determined as abnormal operating behavior data, and then the operation ticket corresponding to the data information can be determined as an abnormal operation ticket.

[0057] Exemplarily, the rules in the digital rule library for electrical operations are as follows: The creation time T1 of the operation ticket cannot be after the operation time T2 of the operation ticket, that is, "T1 < T2". If "T1 > T2" in the data information, then the determined creation time in the data information is abnormal behavior data, and the operation ticket corresponding to the data information is an abnormal operation ticket. For example, the rule in the digital rule library for electrical operations is: "The operator and the guardian only appear in one operation ticket within the same time period", that is, retrieve the name data of the operation ticket and the start and end time data of the operation ticket. According to the programming language, if the same person appears in two or more operation tickets within the same time period, it can be determined that the name data of the operation ticket and the start and end time data of the operation ticket in the data information are abnormal behavior data, and the operation ticket corresponding to the data information belongs to the abnormal operation ticket. For example, the rule in the digital rule library for electrical operations is: The average operation time for each item of the operation ticket cannot be less than 10s. Then retrieve the start and end time data of the operation and the total number of items of the operation ticket. If the operation time divided by the total number of items < 10s, it can be determined that the start and end time data of the operation in the data information is abnormal behavior data, and the operation ticket corresponding to the data information belongs to the abnormal operation ticket.

[0058] In one embodiment, this embodiment also provides a determination process for the digital rule library of electrical operations. The determination process for the digital rule library of electrical operations includes:

[0059] 1) Establish an electrical operation rule library according to the electrical equipment operation principles and the standard operation behaviors of electrical equipment;

[0060] In this embodiment, the electrical equipment operation principles are mainly based on relevant regulations such as national standards, industry standards, and enterprise standards in power production. The standard operation behaviors of electrical equipment refer to the electrical equipment operation behaviors that operators need to comply with according to the above relevant regulations, such as: the chanting and repeating system. Establish an electrical operation rule library according to the electrical equipment operation principles and the standard operation behaviors of electrical equipment.

[0061] 2) Describe the rules in the electrical operation rule library in digital language to obtain the digital rule library of electrical operations.

[0062] It can be known that after obtaining the electrical operation rule library, the rules in the electrical operation rule library can be described in digital language, and then the digital rule library of electrical operations can be obtained.

[0063] Exemplarily, the electrical operation rule library requires: "It is strictly prohibited to operate without a ticket in violation of regulations". Transforming it into digital conditions, the "digital language" expression is "t1 < t2" (where t1 is the creation time of the operation ticket and t2 is the operation time of the operation ticket). Once "t1 > t2" appears, it means there is an operation without a ticket, and it is necessary to further investigate whether there is an operation without a ticket in violation of regulations. The electrical operation rule library requires: "A group of operators can only hold the on-site electrical operation ticket for one operation task at the same time". Using the name data and time data of the operation ticket to transform it into digital conditions, the "digital language" can be expressed as "The operator and the guardian only appear in one operation ticket within the same time period".

[0064] It should be noted that in the process of digitally converting the electrical operation rule library to obtain the electrical operation digital rule library, some rules in the electrical operation rule library can be designed as "digital language" rules. Therefore, it is only necessary to cover the rules in the electrical operation rule library as much as possible. Because the purpose of describing the rules in the electrical operation rule library in digital language is to judge whether there is an abnormality in the execution of the electrical operation ticket based on the data information of the electrical operation ticket. As long as the electrical operation digital rule library in "digital language" is correct, then when violating the electrical operation digital rule library, there will be a problem of abnormal operation behavior.

[0065] Figure 2 It is a schematic diagram of the steps of a digital monitoring method for abnormal operation behavior provided in this embodiment. As Figure 2 shown, an electrical operation rule library can be established according to the electrical equipment operation principle and the standard operation behavior of electrical equipment, and the electrical operation digital rule library can be determined according to the electrical operation rule library. Based on the initial data information on the electrical operation ticket and the abnormal operation behavior data determined in the electrical operation digital rule library, according to whether the abnormal operation behavior data is consistent with the preset verification result. If the abnormal operation behavior data is inconsistent with the preset verification result, the electrical operation rule library is adjusted. The digital monitoring method for abnormal operation behavior provided by this technical solution can quickly, efficiently, and at low cost discover the abnormal operation behavior of operators, analyze the abnormal operation behavior targeted, promptly order the responsible party to rectify the illegal operation behavior, improve the operation quality of substation operation and maintenance personnel, reduce the occurrence of electrical misoperation behaviors, reduce the safety hazards of electrical equipment operation, effectively avoid the occurrence of accidents caused by non-standard operations, and provide guarantee for the safe and stable operation of the substation and even the entire power grid.

[0066] Embodiment 2

[0067] Figure 3 It is a schematic structural diagram of a digital monitoring device for abnormal operation behavior provided in Embodiment 2 of the present disclosure; as Figure 3As shown, the device includes: an information acquisition module 210 and an abnormal operation behavior data determination module 220.

[0068] The information acquisition module 210 is used to acquire the initial data information of the electrical operation ticket; the initial data information includes time data, quantity data, name data, verb data and / or noun data;

[0069] The abnormal operation behavior data determination module 220 is used to determine the abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base; the abnormal operation behavior includes the operation behavior that does not meet the rules in the electrical operation digital rule base; the electrical operation digital rule base contains at least one rule.

[0070] A second embodiment of the present disclosure provides a digital monitoring device for abnormal operation behavior, which reduces the occurrence of electrical equipment misoperation events and improves the operation standardization of operators.

[0071] Furthermore, the device also includes:

[0072] An adjustment module is used to adjust the rules in the electrical operation digital rule base according to the abnormal operation behavior data.

[0073] Furthermore, the adjustment module is also used to:

[0074] Determining the verification capability of the electrical operation digital rule base according to the abnormal operation behavior data and the preset verification results, wherein the verification capability includes the execution status of the electrical operation ticket and / or the verification coverage of the electrical operation ticket;

[0075] The rules in the electrical operation digital rule base are adjusted according to the verification capability.

[0076] Furthermore, the process of determining the electrical operation digital rule base includes:

[0077] Establish an electrical operation rule library based on electrical equipment operation principles and standard electrical equipment operation behaviors;

[0078] The rules in the electrical operation rule base are described in digital language to obtain the electrical operation digital rule base.

[0079] Furthermore, the abnormal operation behavior data determination module 220 is also used to:

[0080] Processing the initial data information with a data processing tool to obtain data information; the data information is in the same form as the electrical operation digital rule library; the data information includes multiple operation behaviors;

[0081] The operation behavior in the data information that does not satisfy the rules in the electrical operation digital rule base is determined as abnormal operation behavior data.

[0082] Furthermore, the electrical operation ticket is used to record the operation process of the operator;

[0083] The device also includes:

[0084] The alarm module is used to warn the operator according to the abnormal operation behavior data so as to correct the abnormal operation behavior.

[0085] The digital monitoring device for abnormal operation behavior provided in the embodiments of the present disclosure can execute the digital monitoring method for abnormal operation behavior provided in any embodiment of the embodiments of the present disclosure, and has the corresponding functional modules and beneficial effects of the execution method.

[0086] Embodiment 3

[0087] Figure 4 A schematic diagram of the structure of an electronic device 10 that can be used to implement an embodiment of the present disclosure is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the embodiments of the present disclosure described and / or claimed herein.

[0088] like Figure 4 As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.

[0089] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0090] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various special artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microprocessor, etc. The processor 11 executes the various methods and processes described above, such as a digital monitoring method for abnormal operating behavior.

[0091] In some embodiments, the digital monitoring method for abnormal operation behavior can be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program can be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the digital monitoring method for abnormal operation behavior described above can be performed. Alternatively, in other embodiments, the processor 11 can be configured to perform the digital monitoring method for abnormal operation behavior in any other appropriate manner (for example, by means of firmware).

[0092] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0093] The computer programs for implementing the methods of the embodiments of the present disclosure may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine as a stand-alone software package and partially on a remote machine, or entirely on a remote machine or server.

[0094] In the context of the disclosed embodiments, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in conjunction with an instruction execution system, device, or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0095] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0096] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0097] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

[0098] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps recorded in the embodiments of the present disclosure can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solutions of the embodiments of the present disclosure can be achieved, and this document does not limit this.

[0099] The above specific implementations do not constitute a limitation on the protection scope of the embodiments of the present disclosure. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the embodiments of the present disclosure shall be included in the protection scope of the embodiments of the present disclosure.

[0100] The embodiments of the present disclosure also provide a computer program product, including a computer program and / or instructions, which, when executed by a processor, implements a digital monitoring method for abnormal operating behavior as provided in any embodiment of the present application.

[0101] In the process of implementation, the computer program product can be written in one or more programming languages ​​or a combination thereof to write computer program codes for performing the operation of the disclosed embodiments, the programming languages ​​including object-oriented programming languages, such as Java, Smalltalk, C++, and also including conventional procedural programming languages, such as "C" language or similar programming languages. The program code can be executed entirely on the user's computer, partially on the user's computer, as an independent software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer can be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or can be connected to an external computer (e.g., using an Internet service provider to connect through the Internet).

[0102] Note that the above are only preferred embodiments of the embodiments of the present disclosure and the technical principles used. Those skilled in the art will understand that the embodiments of the present disclosure are not limited to the specific embodiments herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the embodiments of the present disclosure. Therefore, although the embodiments of the present disclosure are described in more detail through the above embodiments, the embodiments of the present disclosure are not limited to the above embodiments, and may include more other equivalent embodiments without departing from the concept of the embodiments of the present disclosure, and the scope of the embodiments of the present disclosure is determined by the scope of the attached claims.

Claims

1. A digital monitoring method for abnormal operation behavior, characterized in that: include: Obtain the initial data information of the electrical operation ticket; The initial data information includes time data, quantity data, name data, verb data and / or noun data; The abnormal operation behavior data in the electrical operation ticket is determined based on the initial data information and the electrical operation digital rule base; the abnormal operation behavior includes the operation behavior that does not meet the rules in the electrical operation digital rule base; the electrical operation digital rule base contains at least one rule.

2. The method according to claim 1, characterized in that After determining the abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base, the method further includes: The rules in the electrical operation digital rule base are adjusted according to the abnormal operation behavior data.

3. The method according to claim 2, characterized in that The step of adjusting the rules in the electrical operation digital rule base according to the abnormal operation behavior data includes: Determining the verification capability of the electrical operation digital rule base according to the abnormal operation behavior data and the preset verification results, wherein the verification capability includes the execution status of the electrical operation ticket and / or the verification coverage of the electrical operation ticket; The rules in the electrical operation digital rule base are adjusted according to the verification capability.

4. The method according to claim 1, characterized in that: The process of determining the electrical operation digital rule base includes: Establish an electrical operation rule library based on electrical equipment operation principles and standard electrical equipment operation behaviors; The rules in the electrical operation rule base are described in digital language to obtain the electrical operation digital rule base.

5. The method according to claim 1, characterized in that The determining of abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base includes: Processing the initial data information with a data processing tool to obtain data information; the data information is in the same form as the electrical operation digital rule library; the data information includes multiple operation behaviors; The operation behavior in the data information that does not satisfy the rules in the electrical operation digital rule base is determined as abnormal operation behavior data.

6. The method according to claim 1, characterized in that The electrical operation ticket is used to record the operation process of the operator; The method further comprises: The operator is warned according to the abnormal operation behavior data so as to correct the abnormal operation behavior.

7. A digital monitoring device for abnormal operation behavior, characterized in that: include: An information acquisition module is used to obtain the initial data information of the electrical operation ticket; The initial data information includes time data, quantity data, name data, verb data and / or noun data; An abnormal operation behavior data determination module is used to determine the abnormal operation behavior data in the electrical operation ticket based on the initial data information and the electrical operation digital rule base; the abnormal operation behavior includes operation behavior that does not meet the rules in the electrical operation digital rule base; the electrical operation digital rule base contains at least one rule.

8. An electronic device, characterized in that: include: one or more processors; a storage device for storing one or more programs, When the one or more programs are executed by the one or more processors, the one or more processors implement the digital monitoring method for abnormal operating behavior as described in any one of claims 1-6.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, a digital monitoring method for abnormal operation behavior as described in any one of claims 1 to 6 is implemented.

10. A computer program product, characterized in that The computer program product comprises a computer program, and when the computer program is executed by a processor, the computer program implements the digital monitoring method for abnormal operation behavior as claimed in any one of claims 1 to 6.

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