Intelligent management system of automobile practical training center

Abstract

The invention relates to the technical field of vehicle simulation training systems, provides an intelligent management system for an automobile practical training center, and aims to solve the problem of limited practical training equipment resources, meet the diversified requirements of students and improve the practical training efficiency, and the intelligent management system for the automobile practical training center comprises core components such as a server side, a background control side and a student mobile terminal. Through a plurality of functional modules such as dynamic regulation and control, simulation training and practical training updating, practical training data can be acquired and processed in real time, idle time of students and equipment can be dynamically matched, personalized simulation training is provided for the students, each student can obtain sufficient practical training opportunities, and the practical training efficiency is improved. The teaching efficiency of a practical training center is improved, and the management level of automobile practical training is remarkably improved.

Description

Technical Field

[0001] The present invention relates to the technical field of vehicle simulation training systems, and in particular to an intelligent management system for an automobile training center. Background Art

[0002] With the rapid development of science and technology, intelligent vehicle management systems have become an important part of the modern automobile industry. In recent years, intelligent vehicle management technology has continued to advance, covering many aspects such as real-time monitoring of vehicle status, fault warning and diagnosis, and maintenance management. The development of intelligent vehicle management systems has benefited from the widespread application of advanced technologies such as deep learning and machine learning, as well as the support of cloud platforms and Internet of Things technologies.

[0003] In the automobile training center, intelligent technology has been widely used. By equipping the vehicle with perception systems, on-board computers and other equipment, combined with cloud platforms and Internet of Things technologies, real-time monitoring and management of vehicle status can be achieved, which not only improves the maintenance efficiency and safety of the vehicle, but also can accurately monitor and evaluate the driver's behavior. Intelligent automobile driving control technology is also becoming increasingly mature, including vehicle speed control, steering control, braking control, etc. Through technologies such as adaptive cruise systems, automatic parking systems, and automatic driving systems, intelligent control of vehicles can be achieved, further improving driving safety and comfort.

[0004] Although the intelligent management technology of automobile training centers has made significant progress, the following technical pain points still exist. Since the automobile training equipment in automobile training centers is expensive, the number of equipment that can be used for automobile training is limited. When the number of students is large, the content of automobile training for each student is different. Due to the limited number of automobile training equipment, the automobile training equipment resources are limited and cannot meet the students' automobile training needs. Summary of the invention

[0005] In view of the deficiencies in the prior art, the present invention provides an intelligent management system for an automobile training center to solve the problem that when there are a large number of trainees, the content of automobile training for each trainee is different, and the number of automobile training equipment is limited, resulting in limited automobile training equipment resources that cannot meet the students' automobile training needs.

[0006] In order to solve the above technical problems, the specific technical solutions of the present invention are as follows:

[0007] The present invention provides an intelligent management system for an automobile training center, comprising: a server end, a device end, a background control end and a trainee mobile terminal, wherein the server end establishes a communication connection with the device end, the background control end and the trainee mobile terminal;

[0008] A data acquisition unit is used to acquire the internal data of the training center and the external data of the training center. The internal data of the training center includes the use status of equipment, the operation records of trainees, the training courses and the training parameters;

[0009] The training update unit receives the training update settings, adjusts the training courses and training parameters according to the training update setting information, and obtains the real-time updated training clients and training parameters;

[0010] The system detection unit sends communication signals to the devices connected to the training system according to a preset time period to obtain online device information, matches the standard test data corresponding to the online devices in the knowledge base, obtains the device test command, sends the device test command to the corresponding online device, and the online device executes the device test command to obtain the online device execution action information, sends the online device execution action information to the corresponding standard action for comparison, and if the comparison results are consistent, the online device is operating normally;

[0011] A simulation training unit receives real-time vehicle training demand information, matches the real-time vehicle training demand information in a knowledge base, obtains training simulation parameters corresponding to the real-time vehicle training demand information, substitutes the training simulation parameters corresponding to the real-time vehicle training demand information into a preset vehicle training simulation model, and obtains real-time vehicle training simulation results;

[0012] The teaching management unit receives the automobile training student information, collects the automobile training course information of each automobile training student according to the automobile training student information, collects the real-time operation information of the automobile training equipment in the system, matches the automobile training course information with the automobile training equipment, and obtains the training course matching result, which includes the matched student courses and the unmatched student courses;

[0013] The dynamic control unit obtains the student information corresponding to the unmatched student courses, obtains the student information of the unmatched courses, collects the in-school course information corresponding to the student information of the unmatched courses, determines the student's free time according to the in-school course information corresponding to the student information of the unmatched courses, matches the student's free time with the free time of the automotive training equipment, and obtains the make-up time for the students of the unmatched courses.

[0014] Furthermore, the automobile training center intelligent management system provided by the present invention further includes a report management unit:

[0015] Receive preset table information, store the received table information and create a label, extract features from the preset table information, and obtain preset table features;

[0016] Receive data information from the data acquisition unit, training update unit, system detection unit, simulation training unit, teaching management unit and dynamic control unit in the intelligent management system of the automobile training center in real time, extract features from the real-time received information, and obtain real-time received feature data;

[0017] The real-time received feature data is matched with the preset table features, and the successfully matched features are substituted into the preset table to obtain the real-time table information of the automobile training center.

[0018] Furthermore, the automobile training center intelligent management system provided by the present invention further includes a training monitoring unit:

[0019] Collect trainees’ operational information during the automobile training, as well as each trainee’s training duration, training completion rate, and training error rate;

[0020] The training monitoring unit can detect abnormal behaviors of trainees during the training process. Abnormal behaviors during the training process include operating errors and equipment failures. When abnormal behaviors of trainees during the training process are detected, an abnormal training warning for the trainees is generated.

[0021] Furthermore, the automobile training center intelligent management system provided by the present invention, the training update unit, includes:

[0022] Determine the automobile training equipment that has been used by the automobile training center intelligent management system, parse the received training update settings, and obtain automobile training equipment information corresponding to the training update settings;

[0023] The training update settings are transmitted to the corresponding automobile training equipment, and the automobile training equipment loads and runs the training update settings;

[0024] Obtain the updated practical training course information of the automobile practical training equipment operation practical training settings, detect the validity of the practical training course information, and if the practical training course information is valid, retrieve the usage time of the practical training course in the actual learning process of the students;

[0025] Obtain the time when the automobile training equipment has been accepted for student reservation, obtain the idle time of the automobile training equipment according to the time when the automobile training equipment has been accepted for student reservation, and convert the idle time of the automobile training equipment into the idle time of the automobile training equipment;

[0026] Match the time that the automobile training equipment has been booked by the trainees with the time that the training course is actually used by the students during their study, calculate the difference between the successfully matched data, and obtain the time difference information of the automobile training equipment;

[0027] The time difference information of the automobile training equipment is combined with the idle time of the automobile training equipment to obtain the dynamic available time information of the equipment, and the dynamic available time information of the equipment is updated and synchronized in the training update unit to the background control terminal and the trainee mobile terminal.

[0028] Furthermore, the automobile training center intelligent management system provided by the present invention, the system detection unit, includes:

[0029] Sending communication signals to connected devices according to a preset time period to detect the online status and response capability of the devices;

[0030] The server receives the response signal of the device and integrates it into an online device information list;

[0031] The server matches the standard test data corresponding to each online device in the knowledge base. According to the matched standard test data, the server generates a device test command and sends it to the corresponding online device;

[0032] After the device executes the test command, the server receives feedback on the device’s actual actions;

[0033] The server compares the received device execution action information with the standard actions in the knowledge base to determine whether the device operation status is normal;

[0034] The server records the device operation status judgment result and generates a fault report for the device with abnormal operation status.

[0035] Furthermore, the intelligent management system for automobile training center provided by the present invention, the simulation training unit, comprises:

[0036] The server receives real-time vehicle training demand information from the trainee's mobile terminal or the backend control terminal, and the real-time vehicle training demand information includes vehicle model, driving scenario and training difficulty;

[0037] The server simulates various driving scenarios and vehicle conditions by setting different parameters.

[0038] During the simulation training process, the server starts the car training simulation model and performs training according to the set parameters. The car training simulation model provides real-time feedback of vehicle status and environmental change information to the trainee's mobile terminal.

[0039] Furthermore, the intelligent management system for automobile training center provided by the present invention, the dynamic control unit, comprises:

[0040] The server side obtains the course information of the trainees who have not matched the practical training equipment, and the course information of the trainees who have not matched the practical training equipment includes the basic information of the trainees, the practical training courses and the practical training time;

[0041] The server monitors the operating status and usage of the automobile training equipment in real time, matches the trainee's free time with the free time of the training equipment, and gives priority to the time period with the largest overlap between the trainee's free time and the free time of the training equipment;

[0042] When the time period with the largest overlap is matched, the server generates make-up class time information. After the make-up class time information is determined and sent to the student's mobile terminal, the practical training course matching results are updated and the unmatched courses are marked as matched.

[0043] Beneficial effects of the present invention:

[0044] Optimal utilization of resources: The system uses a dynamic control unit to intelligently match the students' free time with the free time of the training equipment, thereby maximizing the use of training equipment resources. This allows each student to get training opportunities at the most appropriate time, significantly improving the efficiency of equipment use and the training effect of the students.

[0045] Real-time update of training content: The training update unit can receive and parse the training update settings in real time, and make timely adjustments to the training courses and parameters, so that the training content can always keep pace with the latest industry trends, providing students with the most cutting-edge training experience.

[0046] Real-time monitoring of equipment status: The system detection unit will regularly detect the status of the equipment in the training system to ensure its normal operation. Real-time monitoring can promptly detect and report equipment failures, thereby enhancing the continuity and safety of the training process.

[0047] Simulation training improves efficiency: The simulation training unit provides simulation training of various driving scenarios and vehicle conditions based on the students' real-time training needs, which not only helps to alleviate the shortage of training equipment resources, but also improves the students' driving skills and training experience.

[0048] Intelligent teaching management: The teaching management unit can automatically collect student information and real-time equipment operation information, realize intelligent matching of courses and equipment, and generate detailed practical training course matching results. This makes the teaching management process more efficient and accurate.

[0049] In summary, the automobile training center intelligent management system of the present invention has demonstrated significant beneficial effects in many aspects, including optimal resource utilization, real-time updating of training content, real-time monitoring of equipment status, improved efficiency of simulation training, and intelligent teaching management. BRIEF DESCRIPTION OF THE DRAWINGS

[0050] In order to more clearly illustrate the technical solution of the present invention, the following briefly introduces the drawings required for use in the embodiments. Obviously, for ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative labor.

[0051] Figure 1 A schematic diagram of the system structure provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0052] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described in conjunction with the specific embodiments of the present invention and the corresponding drawings. 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 are within the scope of protection of the present invention. The technical solutions provided by the embodiments of the present invention are described in detail below in conjunction with the drawings.

[0053] In order to better understand the purpose of the present invention, the present invention is described in further detail below.

[0054] The present invention provides an intelligent management system for an automobile training center, comprising: a server end, a device end, a background control end and a trainee mobile terminal, wherein the server end establishes a communication connection with the device end, the background control end and the trainee mobile terminal, and the device end uses automobile training equipment;

[0055] A data acquisition unit is used to acquire the internal data of the training center and the external data of the training center. The internal data of the training center includes the use status of equipment, the operation records of trainees, the training courses and the training parameters;

[0056] For the internal data of the training center, the data acquisition unit collects the following information: first, the equipment usage status, including the real-time usage and operating status of each device; second, the trainee operation records, which record in detail the trainee's operation steps and results during the training process; third, the training courses, that is, all course content information provided by the current training center; and finally, the training parameters, which involve various settings in the training process such as speed, steering angle, etc.

[0057] The external data of the training center may cover industry trends, policy changes, external resource supply, etc., which are used for the operation and management of the training center. The data acquisition unit collects data in a variety of ways, including interface calls, file parsing, database queries, and network communications.

[0058] The collected data will go through a process of cleaning, conversion and storage for subsequent data analysis and processing. These data will provide a strong data processing and analysis foundation for the server, backend control and trainee mobile terminals, thereby generating dynamic control information for trainee automobile training and providing solid support for the intelligent management of the training center.

[0059] The training update unit receives the training update settings, adjusts the training courses and training parameters according to the training update setting information, and obtains the real-time updated training clients and training parameters;

[0060] The training update unit first receives training update settings from the system administrator or user, which involve new training course outlines, adjustment of training parameters, etc. Then, the training update unit parses these settings to determine the training equipment and courses that need to be updated, as well as the specific update content.

[0061] After the analysis is completed, the training update unit will transmit the updated settings to the corresponding automotive training equipment, and the equipment will load and run the new training update settings to prepare to provide updated training content. To ensure the effectiveness of the updated training courses, the training update unit will also obtain the course information after the equipment runs the updated training settings and perform validity testing.

[0062] In addition, the training update unit further obtains the time that the automobile training equipment has been booked by the trainees, and matches it with the time used by the students in the actual learning process of the training course, and calculates the difference through the successfully matched data to obtain the time difference information of the automobile training equipment. This information is then combined with the idle time of the equipment to obtain the dynamic available time information of the equipment, reflecting the availability of the training equipment in a certain period of time in the future.

[0063] Finally, the training update unit will synchronize the dynamic availability time information of the equipment to the background control terminal and the trainee mobile terminal, ensuring that the administrator and trainees can understand the availability status of the training equipment in real time. This not only ensures the real-time update of the training courses and parameters, but also effectively manages the resource allocation of the training equipment, thereby improving the teaching efficiency and management level of the automotive training center.

[0064] The system detection unit sends communication signals to the devices connected to the training system according to a preset time period to obtain online device information, matches the standard test data corresponding to the online devices in the knowledge base, obtains the device test command, sends the device test command to the corresponding online device, and the online device executes the device test command to obtain the online device execution action information, sends the online device execution action information to the corresponding standard action for comparison, and if the comparison results are consistent, the online device is operating normally;

[0065] The system detection unit automatically sends communication signals to all connected devices in the training system according to the preset time period, aiming to detect the online status and response ability of the devices. Then, the server will receive the response signals of each device and integrate the signals to form an online device information list reflecting the online status of the devices.

[0066] Then, the server searches for and matches the corresponding standard test data for each online device in the knowledge base. The standard test data is the performance indicator that the device should achieve when operating normally. Based on the matched standard test data, the server automatically generates a device test command for each online device, which specifically specifies the action or test that the device should perform.

[0067] Next, the server sends the generated device test command to the corresponding online device through the communication connection, instructing the device to perform a specific test action. After receiving the test command, the device performs the corresponding action and feeds back the information of the execution action to the server.

[0068] Finally, the server compares the received device execution action information with the standard actions stored in the knowledge base to verify whether the actions performed by the device are as expected, that is, whether the device is operating normally. If the comparison results are consistent, it means that the online device is operating normally.

[0069] The system detection unit can periodically monitor the operating status of the equipment in the training system, discover and solve potential problems in a timely manner, and thus ensure the smooth progress of training activities.

[0070] A simulation training unit receives real-time vehicle training demand information, matches the real-time vehicle training demand information in a knowledge base, obtains training simulation parameters corresponding to the real-time vehicle training demand information, substitutes the training simulation parameters corresponding to the real-time vehicle training demand information into a preset vehicle training simulation model, and obtains real-time vehicle training simulation results;

[0071] The simulation training unit receives real-time vehicle training demand information from the trainee's mobile terminal or the background control terminal through the server. The real-time vehicle training demand information includes key parameters such as vehicle model, driving scenario and training difficulty, providing clear demand guidance for subsequent simulation training.

[0072] Then, the received real-time automobile training demand information will be sent to the knowledge base for matching. The knowledge base is a database that stores a wealth of training scenarios, vehicle parameters and simulation model related data. Through matching, the simulation training unit can find the training simulation parameters corresponding to the received demand information from the knowledge base.

[0073] After obtaining the corresponding training simulation parameters, the parameters are substituted into the preset automobile training simulation model. The simulation model is a computer program that simulates real driving scenarios. It can dynamically generate a corresponding training environment based on the input parameters. Trainees can conduct realistic driving training in a virtual environment.

[0074] In the automobile training simulation model, simulation training is carried out according to the input training simulation parameters, and real-time feedback of vehicle status and environmental change information is sent to the trainee's mobile terminal. The trainee can clearly view the vehicle status, driving environment and his own operation feedback during the training process through the mobile terminal, thereby successfully completing the simulation training and gaining training experience.

[0075] In general, it provides students with a simulation platform similar to the real driving environment, which not only helps to improve students' driving skills, but also improves the efficiency and safety of training.

[0076] The teaching management unit receives the automobile training student information, collects the automobile training course information of each automobile training student according to the automobile training student information, collects the real-time operation information of the automobile training equipment in the system, matches the automobile training course information with the automobile training equipment, and obtains the training course matching result, which includes the matched student courses and the unmatched student courses;

[0077] First, the teaching management unit receives the automobile training student information uploaded from the student's mobile terminal or the background control terminal through the server, providing basic data for subsequent student management and course arrangement.

[0078] Then, based on the received student information, the teaching management unit further collects the details of the automotive training courses selected by each student, including the course name, course content, and expected completion time, etc., providing a basis for subsequent matching of courses and equipment.

[0079] At the same time, the teaching management unit collaborates with other units within the training center to obtain real-time operating information of the automotive training equipment in the system. Information such as whether the equipment is in use, its current status and remaining available time are all important factors to consider when matching courses with equipment.

[0080] Then, the teaching management unit matches each student's automotive training course information with the available training equipment in the system. During the matching process, the specific requirements of the course and the real-time operation information of the equipment are comprehensively considered, and the algorithm is used to prioritize the allocation of idle equipment that meets the course requirements to ensure the effective use of resources.

[0081] After the matching is completed, the teaching management unit will generate the training course matching results, which clearly distinguish between the matched student courses and the unmatched student courses. The matched courses indicate that the students have been successfully assigned suitable training equipment and time, while the unmatched courses indicate that the equipment cannot be immediately assigned to the students due to insufficient equipment resources or other reasons.

[0082] For unmatched courses, the teaching management unit may collaborate with other units, such as the dynamic control unit, to further adjust the courses for unmatched students or arrange supplementary classes to meet the students' practical training needs.

[0083] The teaching management unit can efficiently manage the student information and equipment resources of the automotive training center, ensuring that every student can get the best training experience with limited resources.

[0084] The dynamic control unit obtains the student information corresponding to the unmatched student courses, obtains the student information of the unmatched courses, collects the in-school course information corresponding to the student information of the unmatched courses, determines the student's free time according to the in-school course information corresponding to the student information of the unmatched courses, matches the student's free time with the free time of the automotive training equipment, and obtains the make-up time for the students of the unmatched courses.

[0085] The dynamic control unit further collects the in-school course schedules of these unmatched students from the student information system. By deeply analyzing these course schedules, the dynamic control unit can accurately calculate the time periods when students have no other course schedules, that is, their free time.

[0086] At the same time, the dynamic control unit also monitors the operating status and usage of the automotive training equipment in real time, so as to accurately grasp the idle time period of the training equipment, making it possible to match subsequent trainees with the idle time of the equipment.

[0087] Then, the dynamic control unit will carefully compare and match the students' free time with the free time of the automotive training equipment to find the overlapping time periods. During this process, the dynamic control unit will give priority to matching the time periods with the largest overlap to ensure the efficiency and rationality of the remedial class arrangements.

[0088] Finally, when the appropriate make-up class time period is found, the dynamic control unit will generate detailed make-up class time information and send it to the relevant students for confirmation through the mobile terminal. In this way, the students can participate in the practical training course at the appropriate time to meet their practical training needs.

[0089] In general, the dynamic control unit not only manages practical training resources effectively, but also ensures that every student can get the required practical training opportunities at the right time.

[0090] Specifically, the automobile training center intelligent management system provided by the present invention also includes a report management unit:

[0091] Receive preset table information, store the received table information and create a label, extract features from the preset table information, and obtain preset table features;

[0092] Receive data information from the data acquisition unit, training update unit, system detection unit, simulation training unit, teaching management unit and dynamic control unit in the intelligent management system of the automobile training center in real time, extract features from the real-time received information, and obtain real-time received feature data;

[0093] The real-time received feature data is matched with the preset table features, and the successfully matched features are substituted into the preset table to obtain the real-time table information of the automobile training center.

[0094] Specifically, the automobile training center intelligent management system provided by the present invention further includes a training monitoring unit:

[0095] Collect trainees’ operational information during the automobile training, as well as each trainee’s training duration, training completion rate, and training error rate;

[0096] The training monitoring unit can detect abnormal behaviors of trainees during the training process. Abnormal behaviors during the training process include operating errors and equipment failures. When abnormal behaviors of trainees during the training process are detected, an abnormal training warning for the trainees is generated.

[0097] Specifically, the automobile training center intelligent management system provided by the present invention, the training update unit, includes:

[0098] Determine the automobile training equipment that has been used by the automobile training center intelligent management system, parse the received training update settings, and obtain automobile training equipment information corresponding to the training update settings;

[0099] The training update settings are transmitted to the corresponding automobile training equipment, and the automobile training equipment loads and runs the training update settings;

[0100] Obtain the updated practical training course information of the automobile practical training equipment operation practical training settings, detect the validity of the practical training course information, and if the practical training course information is valid, retrieve the usage time of the practical training course in the actual learning process of the students;

[0101] Obtain the time when the automobile training equipment has been accepted for student reservation, obtain the idle time of the automobile training equipment according to the time when the automobile training equipment has been accepted for student reservation, and convert the idle time of the automobile training equipment into the idle time of the automobile training equipment;

[0102] Match the time that the automobile training equipment has been booked by the trainees with the time that the training course is actually used by the students during their study, calculate the difference between the successfully matched data, and obtain the time difference information of the automobile training equipment;

[0103] The time difference information of the automobile training equipment is combined with the idle time of the automobile training equipment to obtain the dynamic available time information of the equipment, and the dynamic available time information of the equipment is updated and synchronized in the training update unit to the background control terminal and the trainee mobile terminal.

[0104] Specifically, the automobile training center intelligent management system provided by the present invention, the system detection unit, includes:

[0105] Sending communication signals to connected devices according to a preset time period to detect the online status and response capability of the devices;

[0106] The server receives the response signal of the device and integrates it into an online device information list;

[0107] The server matches the standard test data corresponding to each online device in the knowledge base. According to the matched standard test data, the server generates a device test command and sends it to the corresponding online device;

[0108] After the device executes the test command, the server receives feedback on the device’s actual actions;

[0109] The server compares the received device execution action information with the standard actions in the knowledge base to determine whether the device operation status is normal;

[0110] The server records the device operation status judgment result and generates a fault report for the device with abnormal operation status.

[0111] Specifically, the automobile training center intelligent management system provided by the present invention, the simulation training unit, includes:

[0112] The server receives real-time vehicle training demand information from the trainee's mobile terminal or the backend control terminal, and the real-time vehicle training demand information includes vehicle model, driving scenario and training difficulty;

[0113] The server simulates various driving scenarios and vehicle conditions by setting different parameters.

[0114] During the simulation training process, the server starts the car training simulation model and performs training according to the set parameters. The car training simulation model provides real-time feedback of vehicle status and environmental change information to the trainee's mobile terminal.

[0115] Specifically, the intelligent management system for automobile training center provided by the present invention, the dynamic control unit, includes:

[0116] The server side obtains the course information of the trainees who have not matched the practical training equipment, and the course information of the trainees who have not matched the practical training equipment includes the basic information of the trainees, the practical training courses and the practical training time;

[0117] The server monitors the operating status and usage of the automobile training equipment in real time, matches the trainee's free time with the free time of the training equipment, and gives priority to the time period with the largest overlap between the trainee's free time and the free time of the training equipment;

[0118] When the time period with the largest overlap is matched, the server generates make-up class time information. After the make-up class time information is determined and sent to the student's mobile terminal, the practical training course matching results are updated and the unmatched courses are marked as matched.

[0119] The intelligent management system of the automobile training center effectively solves the problem of limited training equipment resources when there are a large number of trainees and diversified training content through the collaborative work of its multiple components.

[0120] Firstly, the present invention establishes a communication connection through the server side, the background control side and the student's mobile terminal, and realizes the real-time processing and analysis of the dynamic control information of the student's automobile training, so that the system can fully grasp the student's training needs and the real-time status of the equipment.

[0121] Secondly, when there are a large number of students and the training contents are different, the dynamic control unit can combine the free time of the students and the free time of the training equipment to perform intelligent matching and dynamic control. For the courses of students that are not matched to the equipment, the dynamic control unit further collects the free time of these students and matches it with the free time of the equipment, thereby generating make-up class time information. The present invention can ensure that each student can get the training opportunity at the right time and maximize the use of equipment resources.

[0122] In addition, the simulation training unit also provides support for solving the problem of limited equipment resources. The simulation training unit can simulate various driving scenarios and vehicle conditions based on real-time automobile training demand information and provide simulation training for students. This not only alleviates the pressure on the training equipment, but also allows students to gain effective training experience even when they are unable to perform actual operations.

[0123] In summary, the intelligent management system of the automobile training center has successfully solved the problem that when the number of trainees is large and the training content is diversified, the limited resources of automobile training equipment cannot meet the needs of students through its efficient communication connection, intelligent matching of dynamic control units and auxiliary training of simulation training units.

[0124] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations, and the above-mentioned embodiments of the present invention do not constitute a limitation on the scope of protection of the present invention.

Claims

1. An intelligent management system for automobile training center, characterized in that: include: The server side, the device side, the backend control side and the student mobile terminal, the server side establishes a communication connection with the device side, the backend control side and the student mobile terminal; A data acquisition unit is used to acquire the internal data of the training center and the external data of the training center. The internal data of the training center includes the use status of equipment, the operation records of trainees, the training courses and the training parameters; The training update unit receives the training update settings, adjusts the training courses and training parameters according to the training update setting information, and obtains the real-time updated training clients and training parameters; The system detection unit sends communication signals to the devices connected to the training system according to a preset time period to obtain online device information, matches the standard test data corresponding to the online devices in the knowledge base, obtains the device test command, sends the device test command to the corresponding online device, and the online device executes the device test command to obtain the online device execution action information, sends the online device execution action information to the corresponding standard action for comparison, and if the comparison results are consistent, the online device is operating normally; A simulation training unit receives real-time vehicle training demand information, matches the real-time vehicle training demand information in a knowledge base, obtains training simulation parameters corresponding to the real-time vehicle training demand information, substitutes the training simulation parameters corresponding to the real-time vehicle training demand information into a preset vehicle training simulation model, and obtains real-time vehicle training simulation results; The teaching management unit receives the automobile training student information, collects the automobile training course information of each automobile training student according to the automobile training student information, collects the real-time operation information of the automobile training equipment in the system, matches the automobile training course information with the automobile training equipment, and obtains the training course matching result, which includes the matched student courses and the unmatched student courses; The dynamic control unit obtains the student information corresponding to the unmatched student courses, obtains the student information of the unmatched courses, collects the in-school course information corresponding to the student information of the unmatched courses, determines the student's free time according to the in-school course information corresponding to the student information of the unmatched courses, matches the student's free time with the free time of the automotive training equipment, and obtains the make-up time for the students of the unmatched courses.

2. The intelligent management system for automobile training center according to claim 1, characterized in that: Also includes, Reporting snap-in: Receive preset table information, store the received table information and create a label, extract features from the preset table information, and obtain preset table features; Receive data information from the data acquisition unit, training update unit, system detection unit, simulation training unit, teaching management unit and dynamic control unit in the intelligent management system of the automobile training center in real time, extract features from the real-time received information, and obtain real-time received feature data; The real-time received feature data is matched with the preset table features, and the successfully matched features are substituted into the preset table to obtain the real-time table information of the automobile training center.

3. The intelligent management system for automobile training center as claimed in claim 2, characterized in that: Also includes, training monitoring unit: Collect trainees’ operational information during the automobile training, as well as each trainee’s training duration, training completion rate, and training error rate; The training monitoring unit can detect abnormal behaviors of trainees during the training process. Abnormal behaviors during the training process include operating errors and equipment failures. When abnormal behaviors of trainees during the training process are detected, an abnormal training warning for the trainees is generated.

4. The intelligent management system for automobile training center according to claim 1, characterized in that: Practical training update unit, including: Determine the automobile training equipment that has been used by the automobile training center intelligent management system, parse the received training update settings, and obtain automobile training equipment information corresponding to the training update settings; The training update settings are transmitted to the corresponding automobile training equipment, and the automobile training equipment loads and runs the training update settings; Obtain the updated practical training course information of the automobile practical training equipment operation practical training settings, detect the validity of the practical training course information, and if the practical training course information is valid, retrieve the usage time of the practical training course in the actual learning process of the students; Obtain the time when the automobile training equipment has been accepted for student reservation, obtain the idle time of the automobile training equipment according to the time when the automobile training equipment has been accepted for student reservation, and convert the idle time of the automobile training equipment into the idle time of the automobile training equipment; Match the time that the automobile training equipment has been booked by the trainees with the time that the training course is actually used by the students during their study, calculate the difference between the successfully matched data, and obtain the time difference information of the automobile training equipment; The time difference information of the automobile training equipment is combined with the idle time of the automobile training equipment to obtain the dynamic available time information of the equipment, and the dynamic available time information of the equipment is updated and synchronized in the training update unit to the background control terminal and the trainee mobile terminal.

5. The intelligent management system for automobile training center according to claim 1, characterized in that: System detection unit, including: Sending communication signals to connected devices according to a preset time period to detect the online status and response capability of the devices; The server receives the response signal of the device and integrates it into an online device information list; The server matches the standard test data corresponding to each online device in the knowledge base. According to the matched standard test data, the server generates a device test command and sends it to the corresponding online device; After the device executes the test command, the server receives feedback on the device’s actual actions; The server compares the received device execution action information with the standard actions in the knowledge base to determine whether the device operation status is normal; The server records the device operation status judgment result and generates a fault report for the device with abnormal operation status.

6. The intelligent management system for automobile training center according to claim 1, characterized in that: Simulation training unit, including: The server receives real-time vehicle training demand information from the trainee's mobile terminal or the backend control terminal, and the real-time vehicle training demand information includes vehicle model, driving scenario and training difficulty; The server simulates various driving scenarios and vehicle conditions by setting different parameters. During the simulation training process, the server starts the car training simulation model and performs training according to the set parameters. The car training simulation model provides real-time feedback of vehicle status and environmental change information to the trainee's mobile terminal.

7. The intelligent management system for automobile training center according to claim 1, characterized in that: Dynamic control unit, including: The server side obtains the course information of the trainees who have not matched the practical training equipment, and the course information of the trainees who have not matched the practical training equipment includes the basic information of the trainees, the practical training courses and the practical training time; The server monitors the operating status and usage of the automobile training equipment in real time, matches the trainee's free time with the free time of the training equipment, and gives priority to the time period with the largest overlap between the trainee's free time and the free time of the training equipment; When the time period with the largest overlap is matched, the server generates make-up class time information. After the make-up class time information is determined and sent to the student's mobile terminal, the practical training course matching results are updated and the unmatched courses are marked as matched.

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