Maintenance personnel support ability learning and checking system

Abstract

The invention discloses a maintenance personnel guarantee ability learning and examination system. The system comprises a question bank management module, a test paper management module, an examination management module, a resource management module, a score analysis module, a formal examination module, a simulation examination module, an ability training module, a score analysis module and a wrong question recording module. The method is staring at the frontier technology application, facilitates multi-model guarantee ability training and evaluation of the personnel at each post of the maintenance, gives full play to the advantages of digital intelligent software, improves the training pertinence and effectiveness, and provides an objective basis for all levels to fully grasp the personnel ability base number, thereby improving the multi-model guarantee ability of the personnel at each post of the maintenance.

Description

A training and assessment system for maintenance personnel's support capabilities Technical Field

[0001] This invention belongs to the technical field of learning and assessment systems, specifically relating to a learning and assessment system for maintenance personnel's support capabilities. Background Technology

[0002] Currently, the training of maintenance personnel in various positions mainly faces the following problems:

[0003] The training lacks specificity: it lacks systematic classification and precise training support for multiple aircraft types, multiple specialties, and multiple knowledge structures;

[0004] Training methods are limited: they mainly rely on traditional lectures and paper-based assessments, lacking intelligent and personalized learning and evaluation methods;

[0005] The assessment is inefficient: the processes of test paper preparation, marking, and score analysis rely on manual operation, which is time-consuming and prone to errors.

[0006] Incomplete capability assessment: It is difficult to dynamically track and quantify the comprehensive support capabilities of aircraft maintenance personnel.

[0007] As the reform of support models deepens, maintenance personnel need to possess comprehensive support capabilities across aircraft types and specialties, making traditional training models inadequate for the demands of modern support. Therefore, there is an urgent need to build an intelligent system that integrates learning, training, assessment, and evaluation to improve training efficiency and personnel competence. Summary of the Invention

[0008] To address the aforementioned problems in existing technologies, this invention provides a training and assessment system for aircraft maintenance personnel's support capabilities. It closely follows cutting-edge technology applications, facilitating multi-aircraft support capability training and assessment for personnel in various maintenance positions. It fully leverages the advantages of digital software to improve the relevance and effectiveness of training, while providing objective evidence for all levels to fully understand the personnel's capabilities, thereby enhancing the support capabilities of personnel in various maintenance positions for multiple aircraft types.

[0009] The objective of this invention is achieved through the following technical solution:

[0010] A system for learning and assessing the operational capabilities of aircraft maintenance personnel includes an administrator terminal and a user terminal; the administrator terminal includes:

[0011] The question bank management module is used to manage question files according to a hierarchical structure of model-major-knowledge point; the management modes include at least question file entry, question file editing, and question file deletion; each question file includes at least a question, the correct answer, and a question explanation.

[0012] The test paper management module is used to create test paper templates and generate test papers based on the selected question files in the question bank management module.

[0013] The exam management module is used for exam preparation, exam management, and automatic grading after the exam.

[0014] The resource management module is used to upload learning resources to the system and archive the uploaded learning resources by device model for users to choose and view independently.

[0015] The performance analysis module is used to query the exam scores of the examinee based on search criteria and to perform statistical analysis on the exam scores;

[0016] The user management module is used for user registration, login authentication, permission settings, and user information maintenance.

[0017] The user terminal specifically includes:

[0018] The formal examination module is used for examinees to log in to the system during the reference time period, view the test paper and answer questions during the examination period, submit the answer paper, and perform automatic grading.

[0019] The mock exam module is used to conduct mock exams based on mock test papers. The exam time and process of the mock exams are the same as the actual exams.

[0020] The skills training module is used by users to select learning resources and / or test question files for the corresponding model, major and knowledge point for learning and / or practice.

[0021] The performance analysis module allows users to categorize and query their past exam scores and score trends based on search criteria.

[0022] The incorrect answer record module allows users to view the questions they answered incorrectly in official exams, mock exams, and skills training sessions.

[0023] Furthermore, in the question bank management module, the question file entry provides two methods: manual entry and template import; the question types include single-choice questions, multiple-choice questions, true / false questions, fill-in-the-blank questions, and subjective statement questions.

[0024] Furthermore, in the test paper management module, the process of creating a test paper template includes: selecting the range of test paper questions from the test question file in the question bank management module, and configuring the number of each question type and the score for each question.

[0025] Furthermore, the examination management module includes:

[0026] The pre-exam preparation unit is used to select the reference unit or reference position, specify the exam time and reference time period, and select the exam paper to be used in this exam from the exam paper management module.

[0027] The examination management unit is used to send test papers to eligible examinees at the designated examination time, keep the examination timer, monitor the system response status in real time, and collect the examinees' answer sheets.

[0028] The grading unit is used to integrate and preprocess the test takers' answer data after the exam. It automatically grades the papers based on the questions and corresponding correct answers recorded in the question bank management module and outputs the test takers' exam scores.

[0029] Furthermore, in the resource management module, learning resources include video files, document data, image data, and other types of data.

[0030] Furthermore, the performance analysis module provides performance query by category of assessment subject, statistical analysis of examination performance by category of assessment subject, statistical analysis of performance of similar assessment subjects by examination batch, and ranking of assessment subject performance by examination subject.

[0031] Furthermore, the formal examination module also displays incorrect questions and provides the correct answers and explanations for each question based on the question files recorded in the question bank management module.

[0032] The present invention has the following beneficial effects:

[0033] Enhance the relevance and effectiveness of training: The system organizes test questions and learning resources through a three-level classification structure of aircraft type, specialty, and knowledge point, and supports the precise delivery of learning and assessment content by job position, aircraft type, specialty, etc., so as to achieve targeted training for the shortcomings of aircraft maintenance personnel.

[0034] Supports training in multi-machine mixed support capabilities: The system has the ability to manage test questions and resources for multiple machine types, helping to improve comprehensive support capabilities.

[0035] The system achieves full automation and intelligence in the assessment process: It supports automatic test paper generation, online examination, automatic grading, and score statistics and analysis, which greatly improves assessment efficiency and reduces the burden on teachers and examination staff.

[0036] Strengthen the closed-loop management of learning and assessment: The system provides functions such as mock exams, skills training, and review of wrong questions, supporting users to conduct targeted training independently based on assessment feedback, forming a closed loop of "learning-exam-evaluation-practice".

[0037] Provide data support for decision-making: The system has multi-dimensional performance analysis capabilities, supporting performance statistics and trend analysis by unit, machine type, major, individual, etc., providing objective basis for managers at all levels to understand the basic capabilities of personnel and optimize training plans.

[0038] Flexible operation and highly scalable: The system supports batch import of test questions and resources, multi-role permission management, and various question types and assessment modes. It has good scalability and adaptability, making it easy for subsequent function upgrades and promotion. Attached Figure Description

[0039] Figure 1 is a block diagram illustrating the composition principle of a maintenance personnel support capability learning and assessment system according to an embodiment of the present invention. Detailed Implementation

[0040] The technical solution of the present invention will be further described below with reference to the accompanying drawings and embodiments:

[0041] As shown in Figure 1, this embodiment is a learning and assessment system for aircraft maintenance personnel's support capabilities, including an administrator terminal and a user terminal. The administrator terminal is used by instructors, examination staff, and assessors to manage test questions, test papers, examinations, resources, performance analysis, and users. The user terminal is used by aircraft maintenance personnel and students to take exams and learn according to the content set by the administrator terminal.

[0042] The administrator terminal includes:

[0043] The question bank management module is used to manage test question files in a hierarchical classification format. The management modes include at least entering, editing, maintaining, and deleting test question files. Each test question file includes at least a question, the correct answer, and a question explanation. The hierarchical classification refers to managing test question files according to a hierarchical structure of aircraft type, specialty, and knowledge point. The aircraft type hierarchy primarily considers the multi-aircraft support capabilities required of aircraft maintenance personnel; the specialty hierarchy primarily considers the differences in specialty settings across various aircraft types; and the knowledge point hierarchy primarily considers specific knowledge used for skills training and assessment. Test question file entry offers two methods: manual entry and template import. Question types include multiple choice, true / false, fill-in-the-blank, and subjective statement questions, among other major assessment question types. This embodiment uses a transport aircraft model as an example. If a mechanical engineer wants to set assessment questions for maintenance personnel, they can select the aircraft model (transport aircraft model), specialty (mechanical), and knowledge point (hydraulic system) in the question bank management module, and then enter the questions, including the questions, correct answers, and explanations, to form a complete question file. Alternatively, after entering the question management module, the question file can be entered first and then saved to the corresponding aircraft model, specialty, and knowledge point directory. One question file can be used for multiple aircraft models and specialties. Users can also modify or delete the content of the entered question file.

[0044] The exam paper management module is used to create exam paper templates and generate exam papers based on the selected question files in the question bank management module. The creation process of the exam paper template includes selecting the range of questions from the question files in the question bank management module, configuring the number of each question type and the score per question, and specifying the repetition rate, among other functions. In this embodiment, the exam paper is set up using maintenance personnel of a certain transport aircraft model as the examination subjects. The exam paper creator enters the exam paper management module and can first create an exam paper template, setting the question types, the number of each question type, and the score per question, etc., and then select the corresponding aircraft-specific professional knowledge points in the question bank management module to automatically generate the exam paper using the template. Alternatively, the creator can enter the exam paper management module, first select the corresponding aircraft-specific professional knowledge points in the question bank management module, and then set the question types, the number of each question type, and the score per question, etc., to generate the exam paper. The generated exam paper can also be edited and adjusted.

[0045] The examination management module is used for pre-examination preparation, in-examination management, and automatic grading after the examination. The module includes: a pre-examination preparation unit for selecting the participating unit or position, specifying the examination time and reference time period, and selecting the examination paper from the examination paper management module; an in-examination management unit for sending the examination paper to eligible candidates at the specified examination time, timing the examination, monitoring the system response status in real time, and collecting the candidates' answer sheets; and a grading unit for integrating and preprocessing the candidates' answer data after the examination, automatically grading the papers based on the questions and corresponding correct answers recorded in the question bank management module, and outputting the candidates' examination scores. In this embodiment, taking the examination of maintenance personnel for a certain type of transport aircraft as an example, the examination staff first selects the unit participating in the examination (e.g., a transport aircraft unit employee), then sets the examination time (year, month, day, start and end times), and sets the reference time period (generally, the formal examination module can be accessed 30 minutes before the examination starts, and the access is closed 5 minutes before the examination starts). Finally, the examination paper is selected in the examination paper management module (generally, a backup examination paper is also selected). Before the exam begins, examinees are identified. For those who pass verification, the exam paper is sent to them at the start of the exam, and the timer begins. The system's operation is monitored throughout the exam. After examinees submit their answers, the answer sheets are collected and organized. After the exam, the collected answer sheets undergo preprocessing, including integration. Then, based on the questions and corresponding correct answers recorded in the question bank management module, the papers are automatically graded, and the exam scores are output.

[0046] The resource management module is used to upload learning resources to the system and archive the uploaded learning resources by aircraft type for users to choose and view independently. These learning resources include video files, document data, image data, and other types of data. In this embodiment, taking a specific transport aircraft type as an example, maintenance-related videos or documents for that type of transport aircraft can be uploaded to the aircraft type category in the resource management module.

[0047] The performance analysis module is used to query the exam scores of examinees based on search criteria and perform statistical analysis on the exam scores. Specifically, it provides score queries categorized by examinee unit, aircraft type, and professional personnel; it provides statistical analysis of exam scores categorized by examinee unit, aircraft type, and specialty (e.g., accuracy rate, average score, score ranking, number of people in each score range); it provides statistical analysis of scores for examinees of the same type by exam batch; and it provides score ranking for examinees by exam subject. This embodiment uses the exam score analysis of maintenance personnel for a specific transport aircraft type as an example. Examinees can select a reference unit (e.g., a specific transport aircraft unit), and then view the average score, score ranking, and individual exam scores of all examinees. They can also view exam scores for each specialty or knowledge point (also including average score and ranking), compare the exam scores of maintenance personnel for that aircraft type in the same reference unit in the previous year with those in the current year, and perform statistical analysis of individual examinee scores. The performance analysis module provides multiple search and analysis entry points, allowing for categorized and batch-based score queries and statistical analysis as needed.

[0048] The user management module is used for user registration, login authentication, permission settings, and user information maintenance. Specifically, the system supports batch importing user information using Excel templates, establishing roles such as administrators and regular users, and assigning corresponding permissions to different roles.

[0049] The user terminal specifically includes:

[0050] The formal examination module is used by examinees to log in to the system within the reference time period, view and answer the questions during the examination period, submit their answers, and perform automatic grading. Specifically, it provides two grading modes: immediate grading and timed grading. It can also display incorrect questions and provide the correct answers and explanations for each question based on the question files recorded in the question bank management module. In this embodiment, taking maintenance personnel of a certain transport aircraft model as an example, examinees log in to the formal examination module of the assessment system within the reference time period. The formal examination module loads the question papers generated in the administrator's question paper management module into the formal examination module. After the examinees answer the questions and submit their answers during the examination period, the formal examination module can automatically grade the papers upon receiving them, display the examinees' examination scores, and can also display incorrect questions as needed. For examination sessions where it is not necessary to display examination scores immediately, grading can also be carried out centrally according to a set time.

[0051] The mock exam module is used to conduct simulated exams based on mock test papers. The exam time and process for the mock exams are the same as the official exams. In this embodiment, taking maintenance personnel of a certain transport aircraft model as an example, candidates can enter the mock exam module to practice taking the mock exam. The mock exam module can load mock exam papers based on aircraft model, specialty, and knowledge points (the mock exam papers are also generated by the test paper management module). The mock exam process is the same as the official exam, and it can also automatically grade the papers and display the exam scores and incorrect questions after submission.

[0052] The skills training module allows users to select learning resources and / or test question files for specific models, majors, and knowledge points for learning and / or practice. Users should be able to conduct targeted skills training based on their exam scores, focusing on individual questions, and immediately see the correct results and answer explanations after completing the exercises.

[0053] The performance analysis module allows users to categorize and query their past exam scores and trends based on search criteria. Users can then focus on learning and strengthening modules they are not yet proficient in, thereby improving their professional skills.

[0054] The incorrect question recording module allows users to view questions they answered incorrectly in official exams, mock exams, and skills training, and links to the corresponding model-specific knowledge in the learning resource module for those incorrect questions, enabling users to learn and strengthen their knowledge of that model.

Claims

1. A system for learning and assessing the operational capabilities of aircraft maintenance personnel, comprising an administrator terminal and a user terminal; characterized in that, The administrator interface includes: a question bank management module for managing question files according to a machine type-major-knowledge point hierarchical structure; the management modes include at least question file entry, question file editing, and question file deletion; each question file includes at least a question, correct answer, and question explanation; a test paper management module for creating test paper templates and generating test papers based on selected question files from the question bank management module; an examination management module for pre-examination preparation, in-examination management, and automatic grading after the examination; a resource management module for uploading learning resources to the system and archiving the uploaded learning resources by machine type and major for users to choose and view; a performance analysis module for querying the examination scores of examinees based on search criteria and performing statistical analysis of the examination scores; and a user management module. The system comprises the following modules: a formal examination module for user registration, login authentication, permission settings, and user information maintenance; a mock examination module for users to log in during the reference time period, view and answer questions during the examination period, submit their answers, and for automatic grading; a mock examination module for users to take mock exams based on mock exam papers, with the same examination time and process as the formal exam; a skills training module for users to select learning resources and / or question files for corresponding models, majors, and subjects for learning and / or practice; a performance analysis module for users to categorize and query their past exam scores and performance trends based on search criteria; and a wrong answer record module for users to view questions they answered incorrectly in formal exams, mock exams, and skills training sessions.

2. The aircraft maintenance personnel support capability learning and assessment system as described in claim 1, characterized in that, In the question bank management module, the question file can be entered in two ways: manual entry and template import; the question types include single-choice questions, multiple-choice questions, true / false questions, fill-in-the-blank questions, and subjective statement questions.

3. The aircraft maintenance personnel support capability learning and assessment system as described in claim 1, characterized in that, In the test paper management module, the process of creating a test paper template includes: selecting the range of test paper questions from the test question file in the question bank management module, and configuring the number of each question type and the score for each question.

4. The aircraft maintenance personnel support capability learning and assessment system as described in claim 1, characterized in that, The examination management module includes: a pre-examination preparation unit, used to select the reference unit or reference position, specify the examination time and reference time period, and select the examination paper to be used in this examination from the examination paper management module; an in-examination management unit, used to send the examination paper to the qualified examinees at the specified examination time and start the examination time, monitor the system response status in real time, and collect the examinees' answer sheets; and a grading unit, used to integrate and preprocess the examinees' answer data after the examination, automatically grade the papers according to the questions and corresponding correct answers recorded in the question bank management module, and output the examinees' examination scores.

5. The aircraft maintenance personnel support capability learning and assessment system as described in claim 1, characterized in that, In the resource management module, learning resources include video files, document data, image data, and other types of data.

6. The aircraft maintenance personnel support capability learning and assessment system as described in claim 1, characterized in that, The performance analysis module provides performance query by category of personnel being assessed, statistical analysis of examination performance by category of personnel being assessed, statistical analysis of performance of similar personnel by examination batch, and ranking of performance by examination subject.

7. The aircraft maintenance personnel support capability learning and assessment system as described in claim 1, characterized in that, The formal examination module also displays incorrect questions and provides the correct answers and explanations for each question based on the question files recorded in the question bank management module.

Images