Electrical operation ticket training method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention discloses an electrical operation ticket training method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining a first set of training questions from a pre-constructed operation ticket question bank based on a question type selected by a user; obtaining an answering result of answering the first set of training questions by the user; and obtaining subsequent training questions from the operation ticket question bank based on the answering result of the first set of training questions, so that the user answers the subsequent training questions and learns corresponding operation ticket knowledge. According to the embodiment of the invention, personalized training contents can be provided for different users, the training efficiency can be improved, and the training requirements of the users can be fully met.

Description

Technical Field

[0001] The present invention relates to the field of electrical technology, and in particular to an electrical operation ticket training method, device, electronic equipment and storage medium. Background Art

[0002] The electrical operation ticket is a written basis used when operating electrical equipment. It records in detail the steps, content, time, operators and other information of the operation of electrical equipment. The correct filling and use of the operation ticket can provide guarantee for the normal operation of the power grid and the safety of personnel. The power grid will update and adjust the regulations every year according to the time operation tasks. In order to ensure that the operation ticket statements are unambiguous, the words and sentences filled in have a series of regulations, and the operators need to be trained accordingly. The existing operation ticket training program cannot provide personalized training content, and the training efficiency is poor. Summary of the invention

[0003] The embodiments of the present invention provide an electrical operation ticket training method, device, electronic device and storage medium, which can provide personalized training content for different users, improve training efficiency and fully meet the training needs of users.

[0004] In a first aspect, an embodiment of the present invention provides an electrical operation ticket training method, comprising:

[0005] Obtaining a first set of training questions from a pre-built operation ticket question bank based on the question type selected by the user;

[0006] Obtaining the user's answer results for the first set of training questions; and

[0007] Based on the answer results of the first set of training questions, subsequent training questions are obtained from the operation ticket question bank, so that users can answer the subsequent training questions and learn corresponding operation ticket knowledge.

[0008] In a second aspect, an embodiment of the present invention provides an electrical operation ticket training device, comprising:

[0009] A first topic acquisition module, used to acquire a first set of training topics from a pre-built operation ticket topic database based on a topic type selected by a user;

[0010] A first answer result acquisition module is used to obtain the answer results of the user answering the first set of training questions; and

[0011] The second question acquisition module is used to obtain subsequent training questions from the operation ticket question bank based on the answer results of the first set of training questions, so that users can answer the subsequent training questions and learn corresponding operation ticket knowledge.

[0012] In a third aspect, an embodiment of the present invention further 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 program, an electrical operation ticket training method as described in any one of the embodiments of the present invention is implemented.

[0013] In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements an electrical operation ticket training method as described in any one of the embodiments of the present invention.

[0014] An electrical operation ticket training method, device, electronic device and storage medium provided by the embodiments of the present invention obtain a first set of training questions suitable for the user from a pre-built operation ticket question bank based on the question type selected by the user, and obtain subsequent training questions suitable for the user based on the user's answers. This can facilitate personalized and targeted training based on the user's actual needs and the mastery of the corresponding electrical operation ticket knowledge and weak links, thereby improving the efficiency of training users on electrical operation ticket-related knowledge and fully meeting the user's training needs. BRIEF DESCRIPTION OF THE DRAWINGS

[0015] In order to more clearly illustrate the technical solution of the present invention, the drawings required for use in the embodiments are briefly introduced below. It should be understood that the following drawings only show certain embodiments of the present invention and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0016] Figure 1 It is a flow chart of the electrical operation ticket training method provided by an embodiment of the present invention;

[0017] Figure 2 is another flow chart of the electrical operation ticket training method provided by an embodiment of the present invention;

[0018] Figure 3 is another flow chart of the electrical operation ticket training method provided by an embodiment of the present invention;

[0019] Figure 4 is another flow chart of the electrical operation ticket training method provided by an embodiment of the present invention;

[0020] Figure 5 This is a structural intention of the electrical operation ticket training device provided by the embodiment of the present invention;

[0021] Figure 6 It is a structural schematic diagram of an electronic device provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0022] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only 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 should fall within the scope of protection of the present invention.

[0023] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention 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 interchanged where appropriate, so that the embodiments of the present invention 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.

[0024] Figure 1 A flowchart of an electrical operation ticket training method provided in an embodiment of the present invention is provided. The method can be executed by an electrical operation ticket training device provided in an embodiment of the present invention, and the device can be implemented in software and / or hardware. In a specific embodiment, the device can be integrated into an electronic device, such as a computer, a server, etc. The following embodiments will be described by taking the device integrated into an electronic device as an example. Reference Figure 1 , the method may specifically include the following steps:

[0025] Step 101, based on the question type selected by the user, obtain the first set of training questions from the pre-built operation ticket question bank. This step can obtain the first set of training questions according to the user's training needs, which is conducive to enabling the user to answer the first set of training questions and learn the corresponding operation ticket knowledge, and can also be conducive to obtaining the corresponding answer results, and then facilitating the acquisition of subsequent training questions based on the answer results.

[0026] Optionally, the above-mentioned topic types include: difficulty type of corresponding training topics, operation task type and site type.

[0027] Specifically, the above-mentioned corresponding training topics can be understood as the target training topics that the customer wants to obtain, and can also be understood as the first set of training topics.

[0028] Optionally, the above difficulty types include three types, specifically simple, normal and difficult.

[0029] Specifically, the above difficulty types may include more than three or less than three types.

[0030] Optionally, the above-mentioned operation task type includes: a task type determined based on a device type and / or a task type determined based on a switching task of a device state.

[0031] Specifically, electrical equipment that needs to be operated based on electrical operation tickets include transformers, circuit breakers, busbars, reactors, capacitors, relay protection devices, measurement and control devices and other equipment. The training topics corresponding to the operating tasks of operating various equipment can be determined as training topics of a task type.

[0032] Specifically, the state switching tasks of various equipment, including switching from maintenance state to cold standby state, from cold standby state to hot standby state, from hot standby state to operating state, and from operating state to maintenance state, can be determined as training topics for a task type.

[0033] Optionally, the above site type includes a site type determined based on voltage level and / or a site type determined based on power supply reliability.

[0034] Optionally, the above site types include three types: 500kV voltage level, 220kV voltage level and 110kV voltage level.

[0035] Optionally, the above site types include three types: high reliability site, medium reliability site and low reliability site.

[0036] Optionally, the process of obtaining the first set of training questions from a pre-built operation ticket question bank based on the question type selected by the user includes:

[0037] Based on the difficulty type, operation task type and / or site type selected by the user, a first set of training questions is obtained from the operation ticket question bank.

[0038] Specifically, the above-mentioned question types may also include: user-defined question types.

[0039] Specifically, in some special scenarios, for example, some sites of the same type have special requirements for the operation of a certain device that are different from the normal operation. For example, the background can usually check whether a device is operating normally, but some sites change the operation check of the device to on-site. The type of training questions corresponding to this type of operation is the custom question type.

[0040] Optionally, the process of obtaining the first set of training questions from a pre-built operation ticket question bank based on the question type selected by the user includes:

[0041] Obtain the first set of training questions from the operation ticket question bank based on the user-defined question type.

[0042] It is understandable that different users may work at different site types, different sites may have different operating requirements for the same equipment, different users may need to operate different electrical equipment, and different users may have different levels of knowledge of operation tickets for different operation tasks. Therefore, obtaining the first set of training questions based on the difficulty type, operation task type, site type, and / or custom question type selected by the user can obtain appropriate training questions based on the user's training needs and the user's level of knowledge of the corresponding operation tickets, thereby improving training efficiency and fully meeting the user's training needs.

[0043] Step 102, obtaining the answer results of the user to the first set of training questions. This step can help understand the user's mastery of the corresponding electrical operation ticket knowledge and weak links based on the answer results of the first set of training questions, and then obtain subsequent training questions in a targeted manner.

[0044] Optionally, the process of obtaining the answer results of the user's answer to the first set of training questions includes: providing the user with an answer interface for the first set of training questions, so that the user can input the answer results through the corresponding answer interface.

[0045] Specifically, the user may fill in the answer result in a file of a fixed format, and then read the file to obtain the corresponding answer result.

[0046] Step 103, based on the answer results of the first set of training questions, subsequent training questions are obtained from the operation ticket question bank, so that the user can answer the subsequent training questions and learn the corresponding operation ticket knowledge. This step is based on step 101 and step 102, by obtaining the first set of training questions suitable for the user from the pre-built operation ticket question bank based on the question type selected by the user, and obtaining subsequent training questions suitable for the user based on the user's answer situation, which can be conducive to personalized and targeted training according to the user's actual needs and the mastery of the corresponding electrical operation ticket knowledge and weak links, thereby improving the training efficiency of users in training electrical operation ticket related knowledge and fully meeting the training needs of users.

[0047] Optionally, the process of obtaining subsequent training questions from the operation ticket question bank based on the solution results of the first set of training questions includes:

[0048] Based on whether the answer to each training question in the first set of training questions is a correct answer, it is determined whether the corresponding training question should be included again in the subsequent training questions.

[0049] The electrical operation ticket training method provided by the embodiment of the present invention is further described below. Figure 2 As shown, Figure 1 Step 103 in the method may include the following steps:

[0050] Step 1031, obtaining the answer results of the previous set of training questions, and calculating the answer result score of each question in the previous set of training questions based on the answer results of the previous set of training questions and the preset answer result score calculation rules.

[0051] Optionally, before step 1031, the score of each training topic may be determined based on the difficulty of each training topic, whether each training topic is a training topic with key steps, and the number of steps involved in each training topic.

[0052] Optionally, the process of obtaining the solution results of the previous set of training questions and calculating the solution result scores of each question in the previous set of training questions based on the solution results of the previous set of training questions and a preset solution result score calculation rule includes:

[0053] The score of the answer result of each question is calculated based on the degree of deviation between the user's answer to the previous set of training questions and the standard answer, as well as the score of each training question in the previous set of training questions.

[0054] Step 1032, based on the proportion of questions of different difficulty types, questions of different operation task types, and questions of different site types in the previous set of training questions, and the scores of the answer results of questions of different difficulty types, questions of different operation task types, and questions of different site types in the previous set of training questions, determine the proportion of questions of different difficulty types, questions of different operation task types, and questions of different site types in the current set of training questions.

[0055] Specifically, after obtaining the previous set of training questions, the proportion of each type of question can be counted, that is, the proportion of each type of question in the total number of questions can be calculated to obtain the probability of occurrence of each type of question.

[0056] Specifically, the process of determining the proportions of questions of different difficulty types, questions of different operation task types, and questions of different site types in the current set of training questions based on the proportions of questions of different difficulty types, questions of different operation task types, and questions of different site types in the previous set of training questions, and the scores of the answer results of questions of different difficulty types, questions of different operation task types, and questions of different site types in the answer results of the previous set of training questions, can be performed based on the following formula:

[0057]

[0058] Among them, P n,irepresents the probability of occurrence of the i-th type of training questions in this set of training questions; P n-1,i represents the probability of occurrence of the i-th type of training questions in the previous set of training questions; α represents the predetermined adjustment coefficient; P min,i and P max,i , corresponding to the maximum and minimum occurrence probabilities of the i-th type of training questions; represents the total score of the i-th type of training questions; Indicates the score threshold corresponding to the i-th type of training question.

[0059] Step 1033, determining the set of training topics based on the proportions of topics of different difficulty types, topics of different operation task types, and topics of different site types in the set of training topics.

[0060] Specifically, the embodiments of the present invention can reduce the probability of occurrence of a certain type of training questions in the previous set of training questions when the score of that type of training questions is greater than the corresponding threshold; and increase the probability of occurrence of a certain type of training questions when the score of that type of training questions is not greater than the corresponding threshold, thereby ensuring that users can fully learn and master various types of training questions without spending too much time and energy on questions that have already been mastered, thereby improving training efficiency.

[0061] Optionally, the electrical operation ticket training method provided by an embodiment of the present invention also includes: when the training questions answered by the user cover all site types, operation task types and difficulty types, and the score rate of each type exceeds the corresponding threshold, the training is ended.

[0062] Specifically, the training may be ended when the training questions answered by the user cover all operation task types and difficulty type training questions corresponding to the site type selected by the user, and the score rates of operation task type questions and difficulty type questions exceed corresponding thresholds.

[0063] The electrical operation ticket training method provided by an embodiment of the present invention is further introduced below.

[0064] Optional, such as Figure 3 As shown, the electrical operation ticket training method provided by the embodiment of the present invention includes the following steps:

[0065] Step 301: Establish an operation ticket database based on typical operation tickets and logical relationships between various associated electrical operations of the typical operation tickets.

[0066] Specifically, the logical relationship of each associated electrical operation includes the sequence and dependency relationship between executing each associated electrical operation and executing other associated electrical operations determined based on the electrical five-defense logic.

[0067] Specifically, the typical operation ticket mentioned above may include various electrical operation tickets involved in actual operations.

[0068] Specifically, the electrical five-protection logic is a series of rules and logical relationships to ensure the safe operation of electrical equipment and prevent electrical misoperation, including: preventing the circuit breaker from being opened or closed by mistake; preventing the disconnector from being pulled or closed under load; preventing the grounding wire from being connected or closed under power; preventing the grounding wire from being connected or closed under power; preventing the compartment from being accidentally entered. The way to implement the electrical five-protection logic is, for example, to use the mutual constraints of mechanical structures to achieve the locking function. For example, the mechanical linkage mechanism is used to achieve locking between the disconnector and the grounding switch. When the grounding switch is in the closed state, the mechanical linkage will prevent the disconnector from closing, and vice versa.

[0069] Optionally, the process of establishing an operation ticket database based on typical operation tickets and the logical relationship between each associated electrical operation of the typical operation ticket includes: determining an operation logic relationship knowledge graph based on the logical relationship between the associated electrical operations; and generating an operation ticket database based on the typical operation ticket and the operation logic relationship knowledge graph.

[0070] Specifically, an operation ticket database including the above-mentioned typical operation tickets and operation logic relationship knowledge graph can be established.

[0071] Step 302: construct an operation ticket question bank based on the operation ticket database.

[0072] Optionally, the process of constructing the operation ticket question bank based on the operation ticket database includes: constructing the operation ticket question bank based on typical operation tickets and / or operation logic relationship knowledge graphs in the operation ticket database.

[0073] Step 303: Obtain a first set of training questions from a pre-built operation ticket question bank based on the question type selected by the user.

[0074] Step 304, obtaining the user's answer results for the first set of training questions.

[0075] Step 305, based on the answer results of the first set of training questions, subsequent training questions are obtained from the operation ticket question bank, so that the user can answer the subsequent training questions and learn the corresponding operation ticket knowledge.

[0076] Optionally, the electrical operation ticket training method provided by the embodiment of the present invention also includes updating typical operation tickets in the operation ticket database based on corresponding regulations.

[0077] The electrical operation ticket training method provided by the embodiment of the present invention also includes: obtaining the queryable information required for writing the operation table, and storing the above queryable information in the above operation ticket database, so that the user can easily obtain the above queryable information when answering the training questions.

[0078] Specifically, the above-mentioned queryable information includes information that users can view on-site during actual operation, including substation panel position information, such as panel cabinet information triplet data, including panel cabinet number, circuit breaker number and circuit breaker purpose, and operation content triplet data, specifically including operation purpose, circuit breaker purpose and operation content.

[0079] The embodiment of the present invention first establishes an operation ticket database including typical operation tickets and corresponding operation logic relationship knowledge graphs, and then constructs an operation ticket question bank based on the operation ticket database. This can facilitate the construction of an operation ticket question bank that comprehensively covers relevant knowledge points of electrical operation tickets, thereby facilitating sufficient and effective training of corresponding users.

[0080] The following further describes the electrical operation ticket training method provided by the embodiment of the present invention. Figure 4 As shown, Figure 3 Step 302 in may include the following steps:

[0081] Step 3021, based on the typical operation ticket, generate basic practice questions for training the key operation steps corresponding to the typical operation ticket.

[0082] Optionally, the above process of generating basic practice questions for training the key operation steps corresponding to the typical operation tickets based on the typical operation tickets includes: masking the keywords or key steps in the key operation steps corresponding to the typical operation tickets to obtain fill-in-the-blank questions or multiple-choice questions in the basic practice questions.

[0083] Optionally, the process of generating basic practice questions for training the key operation steps corresponding to the typical operation tickets based on the typical operation tickets includes: modifying the keywords or key steps in the key operation steps corresponding to the typical operation tickets to obtain error correction questions in the basic practice questions.

[0084] Step 3022, generate a simulation operation ticket based on the typical operation ticket and the operation logic relationship knowledge graph, and generate simulation exercise questions for training the key operation steps corresponding to the simulation operation ticket based on the simulation operation ticket.

[0085] Optionally, the process of generating a simulation operation ticket based on a typical operation ticket and an operation logic relationship knowledge graph includes: obtaining replacement text that can be used to replace replaceable text in a typical operation ticket (for example, it may include corresponding screen cabinets, operation switches, and operation content, etc.) based on the operation logic relationship knowledge graph, and using the replacement text to replace the replaceable text in the typical operation ticket to obtain the above-mentioned simulation operation ticket.

[0086] Step 3023, determining the difficulty scores of the basic practice questions and the simulation practice questions based on the number of keywords, the number of operation steps, the number of intervals and the operation difficulty coefficient corresponding to the basic practice questions and the simulation practice questions.

[0087] Optionally, the above operation difficulty coefficient includes a keyword item difficulty coefficient, an operation step item difficulty coefficient and an interval number item difficulty coefficient.

[0088] Optionally, the process of determining the difficulty scores of the basic practice questions and the simulation practice questions based on the number of keywords, the number of operation steps, the number of intervals, and the operation difficulty coefficient corresponding to the basic practice questions and the simulation practice questions includes:

[0089] The keyword difficulty score of the corresponding exercise questions is calculated based on the corresponding keyword quantity, the operation step difficulty score of the corresponding exercise questions is calculated based on the corresponding operation steps, and the interval quantity difficulty score of the corresponding exercise questions is calculated based on the corresponding interval quantity; the difficulty scores of the basic exercise questions and the simulation exercise questions are calculated based on the above-mentioned keyword difficulty score, operation step difficulty score, interval quantity difficulty score, keyword item difficulty coefficient, operation step item difficulty coefficient and interval quantity item difficulty coefficient.

[0090] Specifically, the process of calculating the difficulty scores of the basic practice questions and the simulation practice questions based on the above-mentioned keyword quantity, operation step difficulty score, interval quantity difficulty score, keyword item difficulty coefficient, operation step item difficulty coefficient and interval quantity item difficulty coefficient can be based on the following formula:

[0091]

[0092] Among them, S 2 Indicates the difficulty score of each basic exercise or simulation exercise, w j Indicates the difficulty score of the corresponding exercise questions, s j Indicates the difficulty coefficient of each difficulty score.

[0093] Step 3024: Determine the difficulty levels of the basic practice questions and the simulation practice questions based on the difficulty scores of the basic practice questions and the simulation practice questions.

[0094] Optionally, the process of determining the difficulty levels of the basic practice questions and the simulation practice questions based on the difficulty scores of the basic practice questions and the simulation practice questions includes:

[0095] Based on the difficulty scores of the basic practice questions and the simulation practice questions, the basic practice questions and the simulation practice questions are clustered, and the difficulty levels of the basic practice questions and the simulation practice questions are determined based on the clustering results.

[0096] Specifically, the above process of clustering the basic practice questions and simulation practice questions can be performed based on the k-means algorithm.

[0097] Specifically, the difficulty levels of the basic practice questions and simulation practice questions may also be determined based on the difficulty scores of the basic practice questions and simulation practice questions and the preset difficulty score ranges corresponding to the respective difficulty levels.

[0098] Step 3025, based on the difficulty levels, electrical operations and site types corresponding to the basic practice questions and simulation practice questions, the difficulty types, operation task types and site types of the basic practice questions and simulation practice questions are correspondingly determined.

[0099] Step 3026, construct an operation ticket question bank based on the basic practice questions, simulation practice questions, and the difficulty types, operation task types, and site types of the basic practice questions and simulation practice questions.

[0100] The embodiment of the present invention can construct a multi-dimensional operation ticket question bank, which can be helpful in evaluating the user's mastery of operation ticket related knowledge from different dimensions, and then help adjust the corresponding training questions from different dimensions, further optimize the sets of questions provided for each user, and thus improve training efficiency.

[0101] Figure 5 1 is a structural diagram of an electrical operation ticket training device provided by an embodiment of the present invention, and the device is suitable for executing the electrical operation ticket training method provided by an embodiment of the present invention. Figure 5 As shown, the device may specifically include:

[0102] The first topic acquisition module 601 is used to acquire the first set of training topics from the pre-built operation ticket topic bank based on the topic type selected by the user. The first set of training topics can be acquired according to the user's training needs, which is conducive to enabling the user to answer the first set of training topics and learn the corresponding operation ticket knowledge, and is also conducive to obtaining the corresponding answer results, and then facilitating the acquisition of subsequent training topics based on the answer results.

[0103] Optionally, the topic type includes a difficulty type, an operation task type, and a site type of a corresponding training topic.

[0104] Optionally, the first question acquisition module 601 can be specifically used to acquire a first set of training questions from an operation ticket question bank based on a difficulty type, operation task type and / or site type selected by a user.

[0105] The first answer result acquisition module 602 is used to obtain the answer results of the user answering the first set of training questions. It can be helpful to understand the mastery of the corresponding electrical operation ticket knowledge and weak links based on the answer results of the first set of training questions, and then obtain subsequent training questions in a targeted manner.

[0106] The second topic acquisition module 603 is used to acquire subsequent training topics from the operation ticket question bank based on the answer results of the first set of training topics, so that the user can answer the subsequent training topics and learn the corresponding operation ticket knowledge. In combination with modules 601 and 602, by acquiring the first set of training topics suitable for the user from the pre-built operation ticket question bank based on the topic type selected by the user, and acquiring subsequent training topics suitable for the user based on the user's answer, it is possible to provide personalized and targeted training based on the user's actual needs and the mastery of the corresponding electrical operation ticket knowledge and weak links, thereby improving the training efficiency of users in training electrical operation ticket-related knowledge and fully meeting the training needs of users.

[0107] Optionally, the second topic acquisition module 603 can be specifically used for:

[0108] Obtain the answer results of the previous set of training questions, and calculate the answer result score of each question in the previous set of training questions based on the answer results of the previous set of training questions and the preset answer result score calculation rules;

[0109] Determine the proportion of questions of different difficulty types, questions of different operation task types, and questions of different site types in the current set of training questions based on the proportion of questions of different difficulty types, questions of different operation task types, and questions of different site types in the previous set of training questions, and the scores of the answer results of questions of different difficulty types, questions of different operation task types, and questions of different site types in the answer results of the previous set of training questions; and

[0110] This set of training topics is determined based on the proportion of topics of different difficulty levels, topics of different operation task types, and topics of different site types in this set of training topics.

[0111] Optionally, the electrical operation ticket training device provided by the embodiment of the present invention also includes: a question bank construction module, which is used to establish an operation ticket database based on typical operation tickets and the logical relationship between each related electrical operation of the typical operation ticket; and construct an operation ticket question bank based on the operation ticket database; wherein the logical relationship between each related electrical operation includes the sequence and dependency relationship between executing each related electrical operation and executing other related electrical operations determined based on the electrical five-defense logic.

[0112] Optionally, the above-mentioned question bank construction module can be specifically used to determine an operation logic relationship knowledge graph based on the logical relationship of related electrical operations; and to generate an operation ticket database based on typical operation tickets and the operation logic relationship knowledge graph.

[0113] Optionally, the above-mentioned question bank construction module can be specifically used to generate basic practice questions for training key operation steps corresponding to typical operation tickets based on typical operation tickets; generate simulation operation tickets based on typical operation tickets and operation logic relationship knowledge graphs, and generate simulation practice questions for training key operation steps corresponding to simulation operation tickets based on simulation operation tickets; determine the difficulty type, operation task type and site type of basic practice questions and simulation practice questions based on the difficulty level, electrical operation and site type corresponding to the basic practice questions and simulation practice questions; and construct an operation ticket question bank based on the basic practice questions, simulation practice questions, and the difficulty type, operation task type and site type of the basic practice questions and simulation practice questions.

[0114] Optionally, the above-mentioned question bank construction module can be specifically used to determine the difficulty scores of the basic practice questions and simulation practice questions based on the number of keywords, number of operation steps, number of intervals and operation difficulty coefficient corresponding to the basic practice questions and simulation practice questions before determining the difficulty type, operation task type and site type of the basic practice questions and simulation practice questions based on the difficulty level, electrical operations and site types corresponding to the basic practice questions and simulation practice questions; and determine the difficulty level of the basic practice questions and simulation practice questions based on the difficulty scores of the basic practice questions and simulation practice questions.

[0115] Those skilled in the art can clearly understand that for the convenience and simplicity of description, only the division of the above-mentioned functional modules is used as an example for illustration. In actual applications, the above-mentioned functions can be assigned to different functional modules as needed, that is, the internal structure of the device is divided into different functional modules to complete all or part of the functions described above. The specific working process of the functional modules described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.

[0116] An embodiment of the present invention also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, the electrical operation ticket training method provided in any of the above embodiments is implemented.

[0117] An embodiment of the present invention further provides a computer-readable medium on which a computer program is stored. When the program is executed by a processor, the electrical operation ticket training method provided in any of the above embodiments is implemented.

[0118] An embodiment of the present invention further provides a computer program product, including a computer program, which, when executed by a processor, implements the electrical operation ticket training method as described in any one of the embodiments of the present invention.

[0119] Reference below Figure 6, which shows a schematic diagram of the structure of a computer system 600 of an electronic device suitable for implementing an embodiment of the present invention. Figure 6 The electronic device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present invention.

[0120] like Figure 6 As shown, the computer system 600 includes a central processing unit (CPU) 601, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 602 or a program loaded from a storage part 608 into a random access memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the system 600 are also stored. The CPU 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. An input / output (I / O) interface 605 is also connected to the bus 604.

[0121] The following components are connected to the I / O interface 605: an input section 606 including a keyboard, a mouse, etc.; an output section 607 including a cathode ray tube (CRT), a liquid crystal display (LCD), etc., and a speaker, etc.; a storage section 608 including a hard disk, etc.; and a communication section 609 including a network interface card such as a LAN card, a modem, etc. The communication section 609 performs communication processing via a network such as the Internet. A drive 610 is also connected to the I / O interface 605 as needed. A removable medium 611, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is installed on the drive 610 as needed, so that a computer program read therefrom is installed into the storage section 608 as needed.

[0122] In particular, according to the embodiments disclosed in the present invention, the process described above with reference to the flowchart can be implemented as a computer software program. For example, the embodiments disclosed in the present invention include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from the network through the communication part 609, and / or installed from the removable medium 611. When the computer program is executed by the central processing unit (CPU) 601, the above-mentioned functions defined in the system of the present invention are executed.

[0123] It should be noted that the computer-readable medium shown in the present invention may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, 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 above. In the present invention, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system, device or device. In the present invention, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, which carries a computer-readable program code. This propagated data signal may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. Computer-readable signal media may also be any computer-readable medium other than computer-readable storage media, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer-readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, optical cable, RF, etc., or any suitable combination of the above.

[0124] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present invention. In this regard, each box in the flow chart or block diagram can represent a module, a program segment, or a part of a code, and the above-mentioned module, program segment, or a part of a code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the box can also occur in a different order from the order marked in the accompanying drawings. For example, two boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each box in the block diagram or flow chart, and the combination of the boxes in the block diagram or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0125] The modules and / or units involved in the embodiments of the present invention may be implemented in software or hardware. The modules and / or units described may also be arranged in a processor. For example, it may be described as follows: a processor includes a first question acquisition module, a first answer result acquisition module, and a second question acquisition module. The names of these modules do not, in some cases, constitute limitations on the modules themselves.

[0126] As another aspect, the present invention further provides a computer-readable medium, which may be included in the device described in the above embodiment; or may exist independently without being assembled into the device. The above computer-readable medium carries one or more programs, and when the above one or more programs are executed by a device, the device implements: obtaining a first set of training questions from a pre-built operation ticket question bank based on the question type selected by the user; obtaining the answer results of the user answering the first set of training questions; and obtaining subsequent training questions from the operation ticket question bank based on the answer results of the first set of training questions, so that the user can answer the subsequent training questions and learn the corresponding operation ticket knowledge.

[0127] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may occur depending on design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. An electrical operation ticket training method, characterized in that: include: Obtaining a first set of training questions from a pre-built operation ticket question bank based on the question type selected by the user; Obtaining the user's answer results for the first set of training questions; as well as Based on the answer results of the first set of training questions, subsequent training questions are obtained from the operation ticket question bank, so that users can answer the subsequent training questions and learn corresponding operation ticket knowledge.

2. The electrical operation ticket training method according to claim 1 is characterized in that: Before obtaining the first set of training questions from the pre-built operation ticket question bank based on the question type selected by the user, the electrical operation ticket training method further includes: Establishing an operation ticket database based on the typical operation ticket and the logical relationship between each associated electrical operation of the typical operation ticket; and Constructing the operation ticket question bank based on the operation ticket database; Among them, the logical relationship of each associated electrical operation includes the sequence and dependency relationship between executing each associated electrical operation and executing other associated electrical operations determined based on the electrical five-defense logic.

3. The electrical operation ticket training method according to claim 2 is characterized in that: The step of establishing an operation ticket database based on the logical relationship between the typical operation ticket and the associated electrical operation of the typical operation ticket includes: Determining an operation logic relationship knowledge graph based on the logic relationship of the associated electrical operations; and The operation ticket database is generated based on the typical operation ticket and the operation logic relationship knowledge graph.

4. The electrical operation ticket training method according to claim 3 is characterized in that: The step of constructing the operation ticket question bank based on the operation ticket database includes: Generate basic practice questions for training key operation steps corresponding to the typical operation ticket based on the typical operation ticket; Generate a simulation operation ticket based on the typical operation ticket and the operation logic relationship knowledge graph, and generate simulation exercise questions for training the key operation steps corresponding to the simulation operation ticket based on the simulation operation ticket; Based on the difficulty levels, electrical operations, and site types corresponding to the basic practice questions and the simulation practice questions, correspondingly determining the difficulty types, operation task types, and site types of the basic practice questions and the simulation practice questions; and The operation ticket question bank is constructed based on the basic practice questions, the simulation practice questions, and the difficulty types, operation task types and site types of the basic practice questions and the simulation practice questions.

5. The electrical operation ticket training method according to claim 4 is characterized in that: Before determining the difficulty type, operation task type and site type of the basic practice questions and the simulation practice questions based on the difficulty level, electrical operation and site type corresponding to the basic practice questions and the simulation practice questions, the electrical operation ticket training method further includes: Determining difficulty scores of the basic practice questions and the simulation practice questions based on the number of keywords, the number of operation steps, the number of intervals, and the operation difficulty coefficients corresponding to the basic practice questions and the simulation practice questions; and The difficulty levels of the basic practice questions and the simulation practice questions are determined based on the difficulty scores of the basic practice questions and the simulation practice questions.

6. The electrical operation ticket training method according to claim 1, characterized in that: The topic type includes the difficulty type, operation task type and site type of the corresponding training topic; The first set of training questions is obtained from a pre-built operation ticket question bank based on the question type selected by the user, including: Based on the difficulty type, the operation task type and / or the site type selected by the user, the first set of training questions is obtained from the operation ticket question bank.

7. The electrical operation ticket training method according to claim 6 is characterized in that: The obtaining subsequent training questions from the operation ticket question bank based on the answer results of the first set of training questions includes: Obtain the answer results of the previous set of training questions, and calculate the answer result score of each question in the previous set of training questions based on the answer results of the previous set of training questions and the preset answer result score calculation rules; Determine the proportion of questions of different difficulty types, questions of different operation task types, and questions of different site types in the current set of training questions based on the proportion of questions of different difficulty types, questions of different operation task types, and questions of different site types in the previous set of training questions, and the scores of the answer results of questions of different difficulty types, questions of different operation task types, and questions of different site types in the answer results of the previous set of training questions; and The set of training topics is determined based on the proportion of topics of different difficulty types, topics of different operation task types, and topics of different site types in the set of training topics.

8. An electrical operation ticket training device, characterized in that: include: A first topic acquisition module, used to acquire a first set of training topics from a pre-built operation ticket topic database based on a topic type selected by a user; A first answer result acquisition module is used to obtain the answer results of the user answering the first set of training questions; as well as The second question acquisition module is used to obtain subsequent training questions from the operation ticket question bank based on the answer results of the first set of training questions, so that users can answer the subsequent training questions and learn corresponding operation ticket knowledge.

9. 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 program, it implements the electrical operation ticket training method as described in any one of claims 1 to 7.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the electrical operation ticket training method as described in any one of claims 1 to 7 is implemented.

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