Lighting device person management system and method
By designing a lighting device personnel management system, using automation and intelligent technologies to monitor the device in real time and match the operators, the problems of fault discovery and processing delays and low maintenance efficiency in traditional maintenance methods are solved, and efficient and safe maintenance management is achieved.
Patent Information
- Application Number
- CN202411489190.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-24
- Publication Date
- 2025-02-14
AI Technical Summary
The maintenance of existing lighting devices relies on traditional manpower allocation and manual management, resulting in problems such as delay in fault detection and handling, low maintenance efficiency, and inconvenient work order management.
A lighting device personnel management system is designed, including information configuration module, monitoring module, operator management module and operator login module, to monitor the lighting device in real time, match operators and generate work orders through automated and intelligent methods.
It improves the efficiency and effect of lighting device maintenance, shortens the response time for fault handling, optimizes resource configuration, and enhances the safety and reliability of the system.
Smart Images
Figure CN119443612A_ABST
Abstract
Description
Technical Field
[0001] The present disclosure relates to the technical field of lighting devices, and in particular to a lighting device personnel management system and method. Background Art
[0002] More and more lighting devices are gradually replacing traditional high-pressure sodium lamps, and more and more cities and streets are beginning to use lighting devices for urban lighting. Compared with high-pressure sodium lamps, lighting devices can not only play a lighting role, but also add more functions to the lighting system through the display device, identification device and other devices of the lighting device. However, in the actual use of lighting devices, due to the large number of devices carried and the large number of lighting devices installed, street lamp failures may occur. In this case, maintenance personnel who repair different devices need to be dispatched to repair the lighting devices.
[0003] Maintenance of lighting installations usually relies on traditional manpower deployment and manual management methods, which have many limitations and challenges.
[0004] First, in the traditional way, lighting device failures often need to rely on regular inspections or citizen complaints to discover. Due to the lack of real-time monitoring, the ability to promptly discover and handle failures is greatly weakened, resulting in the possibility that lamp failures may last longer.
[0005] Secondly, the personnel scheduling process is complicated and often done manually. When a fault is discovered, the manager needs to manually find the right maintenance personnel to repair it. This method is prone to problems such as inefficient maintenance due to improper allocation, such as assigning personnel who are not good at handling a certain type of fault to related tasks.
[0006] Third, in traditional methods, the generation, allocation and completion tracking of work orders usually rely on paper records or simple spreadsheets. Due to the lack of a unified management platform, it is difficult for managers to grasp the progress of work orders in real time, which affects the overall maintenance work arrangement and efficiency.
[0007] Finally, when the operator is carrying out the task, it may not be possible to update the work status and feedback the maintenance results in time, and it is necessary to report by phone or face to face. This leads to inefficient communication and is not conducive to rapid response and arrangement of subsequent tasks.
[0008] In summary, how to achieve intelligent management of lighting installation personnel is a problem that needs to be solved. Summary of the invention
[0009] In view of this, the embodiments of the present disclosure provide a lighting device personnel management system and method to solve the problem of intelligent management of lighting device personnel.
[0010] In a first aspect, the embodiments of the present disclosure provide a lighting device personnel management system, which adopts the following technical solutions:
[0011] A lighting device personnel management system, comprising:
[0012] Information configuration module, used for managers to configure operator information and lighting device information;
[0013] A monitoring module, used to collect monitoring data of the lighting device and generate fault information;
[0014] An operator management module is used to match operators according to fault information and generate work orders associated with the matched operators;
[0015] The operator login module allows operators to access the work orders associated with them.
[0016] As an optional implementation, the monitoring module includes:
[0017] A monitoring data acquisition unit, used to obtain monitoring data generated by sensors and sensor points;
[0018] A fault judgment unit, used to judge whether a fault occurs and the type of fault according to the monitoring data;
[0019] The fault cause prediction unit uses the fault analysis model to analyze all monitoring data when the fault occurs to obtain the estimated fault cause;
[0020] The fault information generating unit generates fault information according to the sensor point, fault type and estimated fault cause.
[0021] As an optional implementation, using the fault analysis model to analyze all monitoring data when a fault occurs to obtain an estimated fault cause includes:
[0022] Obtain monitoring data and / or meteorological data corresponding to the fault type
[0023] Preprocess the acquired data;
[0024] Input the preprocessed data into the fault analysis model;
[0025] Get the estimated failure causes output by the failure analysis model.
[0026] As an optional implementation, the operator management module includes:
[0027] An operator portrait generation unit generates an operator portrait for each operator based on the operator's historical work data;
[0028] An operator candidate list generating unit generates an operator candidate list according to the operator portrait and the fault information;
[0029] The operator matching unit obtains the work data of the operators in the operator candidate list respectively, inputs all the work data into the operator matching model, and obtains the matched operators.
[0030] As an optional implementation, generating an operator profile for each operator based on the operator's historical work data includes:
[0031] Get the preset work type classification table;
[0032] Classify the work content of each operator according to the work type classification table;
[0033] Get historical work data of each operator;
[0034] Classify historical work data according to the work type classification table;
[0035] Generate a score for each type of work content based on the work time and interference factors in each type of historical work data;
[0036] The operator's profile is obtained by combining all the operator's work content categories and the corresponding scores of the categories.
[0037] As an optional implementation, generating an operator candidate list according to the operator portrait and the fault information includes:
[0038] Obtain the estimated fault cause from the fault information;
[0039] Obtain the corresponding classification in the work type classification table based on the estimated fault cause;
[0040] Obtain operators with this classification in operator portraits;
[0041] Sort the operators by the scores of the category in the portrait from high to low;
[0042] A preset number of operator information in the ranking is obtained to generate an operator candidate list.
[0043] As an optional implementation, the work data of operators in the operator candidate list are obtained respectively, and all the work data are input into the operator matching model, and the matched operators obtained include:
[0044] The scheduling information, location information and workload information of the operators in the operator candidate list are respectively obtained, and the scheduling information, location information and workload information are input into the operator matching model to obtain the matched operators.
[0045] In a second aspect, an embodiment of the present disclosure further provides a lighting device personnel management method, based on the above lighting device personnel management system, comprising:
[0046] The information configuration module is used for the management personnel to configure the operator information and the lighting device information;
[0047] Using the monitoring module to collect monitoring data of the lighting device and generate fault information;
[0048] Use the operator management module to match operators according to fault information and generate work orders associated with the matched operators;
[0049] Use the operator login module to allow operators to access the work orders associated with them.
[0050] As an optional implementation, using the monitoring module to collect monitoring data of the lighting device and generate fault information further includes:
[0051] Using the monitoring data acquisition unit to obtain the monitoring data generated by the sensor and the sensor point position;
[0052] Using a fault judgment unit to judge whether a fault occurs and the type of fault according to the monitoring data;
[0053] The fault cause prediction unit uses the fault analysis model to analyze all monitoring data when the fault occurs to obtain the estimated fault cause;
[0054] The fault information generating unit is used to generate fault information according to the sensor point, fault type and estimated fault cause.
[0055] As an optional implementation, using the operator management module to match operators according to fault information and generating a work order associated with the matched operators further includes:
[0056] Generate an operator profile for each operator based on the operator's historical work data using an operator profile generation unit;
[0057] Generate an operator candidate list according to the operator portrait and the fault information by using the operator candidate list generation unit;
[0058] The operator matching unit is used to respectively obtain the work data of the operators in the operator candidate list, and all the work data are input into the operator matching model to obtain the matched operators.
[0059] In summary, the beneficial effects of the lighting device personnel management system and method provided by the present application are:
[0060] The lighting device personnel management system provided by the present application forms a highly intelligent and automated system by integrating the information configuration module, the monitoring module, the operator management module and the operator login module, so as to more effectively manage the maintenance and personnel deployment of the lighting device. The details are as follows:
[0061] First, the information configuration module has an identity authentication function, which enhances the security of the system and the confidentiality of information. By using a password or verification code to verify the identity of the administrator, unauthorized personnel can be prevented from accessing the system, thereby ensuring the integrity and security of the operator information and lighting device information.
[0062] Secondly, the monitoring module collects the usage data of the lighting device in real time through sensors. The automated data collection and fault detection mechanism reduces the need for manual intervention and improves the accuracy and timeliness of fault identification. In this way, when a lighting device fails, the system can detect the problem and respond in the shortest possible time, shortening the response time for fault handling.
[0063] The operator management module generates work orders by analyzing fault information and matching qualified operators. This module not only considers the professional skills of operators, such as proficiency and areas of expertise, but also integrates other factors such as the operator's geographical location, current work status (whether at work), and workload (number of work orders to be processed). This multi-dimensional matching mechanism ensures the optimal use of resources, so that each work order is handled by the most suitable person, improving work efficiency and quality.
[0064] Overall, this system has greatly improved the efficiency and effectiveness of lighting device maintenance through automated and intelligent personnel management and fault handling processes. Because it organically combines monitoring, matching, and execution, the system reduces manpower and time costs and optimizes resource allocation.
[0065] The above description is only an overview of the technical solution of the present invention. In order to more clearly understand the technical means of the present invention, it can be implemented in accordance with the contents of the specification. In order to make the above and other purposes, features and advantages of the present invention more obvious and easy to understand, the following preferred embodiments are specifically cited and described in detail with reference to the accompanying drawings. BRIEF DESCRIPTION OF THE DRAWINGS
[0066] In order to more clearly illustrate the technical solutions of the embodiments of the present disclosure, the drawings required for use in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present disclosure. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.
[0067] Figure 1A schematic diagram of the structure of a lighting device personnel management system provided by an embodiment of the present disclosure;
[0068] Figure 2 A schematic diagram of a flow chart of a lighting device personnel management method provided in an embodiment of the present disclosure. DETAILED DESCRIPTION
[0069] The embodiments of the present disclosure are described in detail below with reference to the accompanying drawings.
[0070] It should be clear that the following embodiments of the present disclosure are described by specific specific examples, and those skilled in the art can easily understand other advantages and effects of the present disclosure from the contents disclosed in this specification. Obviously, the described embodiments are only a part of the embodiments of the present disclosure, rather than all of the embodiments. The present disclosure can also be implemented or applied through other different specific embodiments, and the details in this specification can also be modified or changed in various ways based on different viewpoints and applications without departing from the spirit of the present disclosure. It should be noted that the following embodiments and features in the embodiments can be combined with each other in the absence of conflict. Based on the embodiments in the present disclosure, all other embodiments obtained by ordinary technicians in the field without making creative work are within the scope of protection of the present disclosure.
[0071] It should be noted that various aspects of the embodiments within the scope of the appended claims are described below. It should be apparent that the aspects described herein may be embodied in a wide variety of forms, and any specific structure and / or function described herein is merely illustrative. Based on the present disclosure, it should be understood by those skilled in the art that an aspect described herein may be implemented independently of any other aspect, and two or more of these aspects may be combined in various ways. For example, any number of aspects described herein may be used to implement the device and / or practice the method. In addition, other structures and / or functionalities other than one or more of the aspects described herein may be used to implement this device and / or practice this method.
[0072] It should also be noted that the illustrations provided in the following embodiments are only schematic illustrations of the basic concept of the present disclosure. The drawings only show components related to the present disclosure rather than being drawn according to the number, shape and size of components in actual implementation. In actual implementation, the type, quantity and proportion of each component may be changed arbitrarily, and the component layout may also be more complicated.
[0073] Additionally, in the following description, specific details are provided to facilitate a thorough understanding of the examples. However, it will be understood by those skilled in the art that the aspects described may be practiced without these specific details.
[0074] In order to solve the problem of intelligent management of lighting installation personnel, refer to Figure 1 A first aspect of the present invention provides a lighting device personnel management system, comprising:
[0075] The information configuration module is used for the management personnel to configure the operator information and the lighting device information; it can be known that the information configuration module has the function of identity authentication, and the identity of the management personnel can be verified by a password or a verification code or a combination of the above two.
[0076] The monitoring module is used to collect monitoring data of the lighting device and generate fault information; specifically, the monitoring data of the lighting device can be obtained through sensors and whether there is a fault can be determined through the sensor data.
[0077] The operator management module is used to match operators according to fault information and generate work orders associated with the matched operators. For example, matching can be performed based on the work proficiency of each operator. For example, if an operator is good at replacing lamp beads of street lamps, this operator will be given priority in jobs involving lamp bead replacement.
[0078] The operator login module allows operators to access the work orders associated with them. Operators can see the specific information of the work order through the operator login module and end the work order after completing the work.
[0079] The lighting device personnel management system provided by the present invention forms a highly intelligent and automated system by integrating an information configuration module, a monitoring module, an operator management module and an operator login module, so as to more effectively manage the maintenance of lighting devices and the deployment of personnel. The beneficial effects of the present invention are as follows:
[0080] First, the information configuration module has an identity authentication function, which enhances the security of the system and the confidentiality of information. By using a password or verification code to verify the identity of the administrator, unauthorized personnel can be prevented from accessing the system, thereby ensuring the integrity and security of the operator information and lighting device information. This function not only maintains the security of the system, but also improves the credibility of the entire management process.
[0081] Secondly, the monitoring module collects the usage data of the lighting device in real time through sensors. This data is used to detect faults and generate relevant information. The automated data collection and fault detection mechanism reduces the need for manual intervention and improves the accuracy and timeliness of fault identification. In this way, when a lighting device fails, the system can detect the problem and respond in the shortest possible time, shortening the response time for fault handling.
[0082] The operator management module generates work orders by analyzing fault information and matching qualified operators. This module not only considers the professional skills of operators, such as proficiency and areas of expertise, but also integrates other factors such as the operator's geographical location, current work status (whether at work), and workload (number of work orders to be processed). This multi-dimensional matching mechanism ensures the optimal use of resources, so that each work order is handled by the most suitable person, improving work efficiency and quality.
[0083] Then there is the use of the operator login module, where operators can easily view and manage the work orders related to them, and update the status in time after completing the work, such as ending the work order. In this way, not only the operation process of the personnel is simplified, but also the timeliness of information update and the transparency of work are improved. Therefore, managers can understand the progress of tasks and the work status of personnel in real time, so as to make more accurate decisions and scheduling.
[0084] Overall, this system has greatly improved the efficiency and effectiveness of lighting device maintenance through automated and intelligent personnel management and fault handling processes. Because it organically combines monitoring, matching, and execution, the system reduces manpower and time costs and optimizes resource allocation. In addition, the security and reliability of the system have been enhanced, and its huge development potential can be foreseen in the context of widespread application of lighting devices. Through a more efficient management model, the system not only improves service quality, but also paves the way for the intelligent development of urban lighting and related infrastructure.
[0085] In one embodiment, the monitoring module includes:
[0086] The monitoring data acquisition unit is used to obtain the monitoring data generated by the sensor and the sensor point. For example, the sensor includes: temperature sensor, humidity sensor, tilt sensor, light sensor, voltage, current sensor, etc. Each sensor has corresponding point information, that is, location information, and the point information can be represented by serial number or street lamp code.
[0087] A fault judgment unit, used to judge whether a fault occurs and the type of fault according to the monitoring data;
[0088] Specifically, the data of each sensor in the monitoring data can be compared with the threshold of each sensor to determine whether a fault has occurred.
[0089] The fault cause prediction unit uses the fault analysis model to analyze all monitoring data when the fault occurs to obtain the estimated fault cause;
[0090] Specifically, the fault analysis model is used to analyze all monitoring data when a fault occurs to obtain the estimated fault causes, including:
[0091] Obtain monitoring data and / or meteorological data corresponding to the fault type; in the fault judgment unit and after the fault type is determined, corresponding monitoring data and / or meteorological data are pre-set for each fault type. The monitoring data is mainly the data collected by the above-mentioned sensors, and the meteorological data includes temperature data, humidity data, wind data, rain and snow data, etc.
[0092] The acquired data is preprocessed; data preprocessing mainly includes formatting, missing value and outlier identification, etc.
[0093] The preprocessed data is input into the fault analysis model; the fault analysis model is a trained neural network model that can predict the cause of the fault based on the input data.
[0094] Get the estimated failure causes output by the failure analysis model.
[0095] The fault information generating unit generates fault information according to the sensor location, fault type and estimated fault cause, mainly by arranging the sensor location, fault type and estimated fault cause in a predetermined format to obtain the fault information.
[0096] In this embodiment, the monitoring module realizes accurate monitoring and analysis of lighting device faults through the coordinated work of several submodules, as follows:
[0097] Through the monitoring data acquisition module, the system can obtain data from various sensors and analyze it in combination with the location information of each sensor. This not only enables faults to be monitored in real time, but also allows the precise location of the specific point where the fault occurs, facilitating rapid response and maintenance.
[0098] The fault judgment module automatically determines whether a fault has occurred and the type of fault by comparing the monitoring data with the preset threshold. This automated judgment reduces the time for manual screening and judgment, and improves the efficiency and accuracy of fault detection.
[0099] The fault cause prediction module uses a trained neural network model to automatically predict the cause of the fault by analyzing monitoring data and meteorological data. This intelligent analysis not only improves the accuracy of fault diagnosis, but also provides targeted reference information for subsequent maintenance work, helping to solve problems more quickly.
[0100] The fault information generation module generates fault information by combining sensor locations, fault types, and estimated fault causes. This comprehensive information can help maintenance personnel fully understand all aspects of the fault and develop more efficient maintenance strategies.
[0101] Overall, this embodiment realizes automatic monitoring and analysis of faults by comprehensively applying multiple sensor technologies and advanced data analysis models, which not only improves the intelligence level of the system, but also significantly enhances the efficiency and accuracy of fault handling. By reducing manual intervention and improving information processing capabilities, the system can effectively improve the overall quality and response speed of maintenance work in practical applications.
[0102] In one embodiment, the operator management module includes:
[0103] An operator portrait generation unit generates an operator portrait for each operator based on the operator's historical work data;
[0104] Specifically, generating an operator profile for each operator based on the operator's historical work data includes:
[0105] Get the preset work type classification table;
[0106] Classify the work content of each operator according to the work type classification table;
[0107] Get historical work data of each operator;
[0108] Classify historical work data according to the work type classification table;
[0109] Generate a score for each type of work content based on the work time and interference factors in each type of historical work data;
[0110] The operator's profile is obtained by combining all the operator's work content categories and the corresponding scores of the categories.
[0111] An operator candidate list generating unit generates an operator candidate list according to the operator portrait and the fault information;
[0112] Specifically, the operator candidate list generated based on the operator portrait and fault information includes:
[0113] Obtain the estimated fault cause from the fault information;
[0114] Obtain the corresponding classification in the work type classification table based on the estimated fault cause;
[0115] Obtain operators with this classification in operator portraits;
[0116] Sort the operators by the scores of the category in the portrait from high to low;
[0117] A preset number of operator information in the ranking is obtained to generate an operator candidate list.
[0118] The operator matching unit obtains the work data of the operators in the operator candidate list respectively, inputs all the work data into the operator matching model, and obtains the matched operators.
[0119] Specifically, the work data of operators in the operator candidate list are obtained respectively, and all the work data are input into the operator matching model, and the matched operators include:
[0120] The scheduling information, location information and workload information of the operators in the operator candidate list are obtained respectively, and the scheduling information, location information and workload information are input into the operator matching model to obtain the matching operator. The operator matching model is a trained neural network model, through which the operator scheduling information, location information and workload information can be weighed to comprehensively improve work efficiency.
[0121] The operator management module in this embodiment improves the accuracy and efficiency of personnel scheduling through intelligent and data-driven methods. The following are some of the main advantages:
[0122] Through the operator profile generation module, the system can create a detailed skill profile for each operator based on historical work data. This process takes into account various job types and corresponding scores, so that each operator's expertise and weaknesses can be clearly identified, which provides a solid data foundation for subsequent personnel selection.
[0123] The operator candidate list generation module quickly identifies operators with relevant skills based on the estimated fault cause in the fault information and sorts them according to their scores. This ensures that when a fault response is required, the system can efficiently select the most suitable personnel to perform maintenance tasks, greatly reducing the lengthy manual screening process.
[0124] The operator matching module combines the scheduling information, location information and current workload information to select the most suitable operator using a matching model. In this way, not only skill matching is considered, but also other practical factors, making the final matching more reasonable and efficient. This comprehensive approach helps balance the workload of operators and improves response speed.
[0125] The entire process is based on a large amount of historical data and real-time data analysis, which makes each decision-making step based on real and reliable data support. By reducing the influence of subjective judgment, the system can provide more objective scheduling decisions and improve the transparency and predictability of personnel scheduling.
[0126] Through intelligent fault matching and personnel scheduling, the entire system can respond and solve problems more quickly. Reducing the number of intermediate manual decision-making links not only reduces the error rate, but also speeds up the execution of the entire maintenance process, thereby improving work efficiency and service quality.
[0127] In summary, this embodiment can significantly improve the efficiency and effectiveness of lighting device fault maintenance through efficient personnel management and intelligent scheduling mechanism, while also optimizing the work allocation of operators, which is conducive to the rational use and management of resources.
[0128] On the other hand, referring to Figure 2 The present invention provides a lighting device personnel management method, based on the above lighting device personnel management system, comprising:
[0129] Step S1, using the information configuration module for the management personnel to configure the operator information and the lighting device information;
[0130] Step S2, using the monitoring module to collect monitoring data of the lighting device and generate fault information;
[0131] Step S3, using the operator management module to match operators according to the fault information, and generating a work order associated with the matched operator;
[0132] Step S4, using the operator login module to allow the operator to access the work orders associated with himself.
[0133] In one embodiment, using the monitoring module to collect monitoring data of the lighting device and generate fault information further includes:
[0134] Using the monitoring data acquisition unit to obtain the monitoring data generated by the sensor and the sensor point position;
[0135] Using a fault judgment unit to judge whether a fault occurs and the type of fault according to the monitoring data;
[0136] The fault cause prediction unit uses the fault analysis model to analyze all monitoring data when the fault occurs to obtain the estimated fault cause;
[0137] The fault information generating unit is used to generate fault information according to the sensor point, fault type and estimated fault cause.
[0138] In one embodiment, using the operator management module to match operators according to fault information and generating a work order associated with the matched operators further includes:
[0139] Generate an operator profile for each operator based on the operator's historical work data using an operator profile generation unit;
[0140] Generate an operator candidate list according to the operator portrait and the fault information by using the operator candidate list generation unit;
[0141] The operator matching unit is used to respectively obtain the work data of the operators in the operator candidate list, and all the work data are input into the operator matching model to obtain the matched operators.
[0142] For detailed description of this embodiment, reference may be made to the corresponding descriptions in the aforementioned embodiments, which will not be repeated here.
[0143] The basic principles of the present disclosure are described above in conjunction with specific embodiments. However, it should be noted that the advantages, strengths, effects, etc. mentioned in the present disclosure are only examples and not limitations, and it cannot be considered that these advantages, strengths, effects, etc. are required by each embodiment of the present disclosure. In addition, the specific details disclosed above are only for the purpose of illustration and ease of understanding, and are not limitations. The above details do not limit the present disclosure to the necessity of adopting the above specific details to be implemented.
[0144] In the present disclosure, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that there is any such actual relationship or order between these entities or operations. The block diagrams of the devices, devices, equipment, and systems involved in the present disclosure are only illustrative examples and are not intended to require or imply that they must be connected, arranged, and configured in the manner shown in the block diagram. As will be appreciated by those skilled in the art, these devices, devices, equipment, and systems can be connected, arranged, and configured in any manner. Words such as "including", "comprising", "having", etc. are open words, referring to "including but not limited to", and can be used interchangeably with them. The words "or" and "and" used here refer to the words "and / or" and can be used interchangeably with them, unless the context clearly indicates otherwise. The words "such as" used here refer to the phrase "such as but not limited to", and can be used interchangeably with them.
[0145] Additionally, as used herein, "or" used in a list of items beginning with "at least one" indicates a separate list, so that, for example, a list of "at least one of A, B, or C" means A or B or C, or AB or AC or BC, or ABC (i.e., A and B and C). Furthermore, the word "exemplary" does not mean that the example described is preferred or better than other examples.
[0146] It should also be noted that in the system and method of the present disclosure, each component or each step can be decomposed and / or recombined. Such decomposition and / or recombination should be regarded as equivalent solutions of the present disclosure.
[0147] Various changes, substitutions, and modifications of the techniques described herein may be made without departing from the teachings defined by the appended claims. Furthermore, the scope of the claims of the present disclosure is not limited to the specific aspects of the processes, machines, manufactures, compositions of events, means, methods, and actions described above. Currently existing or later to be developed processes, machines, manufactures, compositions of events, means, methods, or actions that perform substantially the same functions or achieve substantially the same results as the corresponding aspects described herein may be utilized. Thus, the appended claims include such processes, machines, manufactures, compositions of events, means, methods, or actions within their scope.
[0148] The above description of the disclosed aspects is provided to enable any person skilled in the art to make or use the present disclosure. Various modifications to these aspects will be readily apparent to those skilled in the art, and the general principles defined herein may be applied to other aspects without departing from the scope of the present disclosure. Therefore, the present disclosure is not intended to be limited to the aspects shown herein, but rather to the widest scope consistent with the principles and novel features disclosed herein.
[0149] The above description has been given for the purpose of illustration and description. In addition, this description is not intended to limit the embodiments of the present disclosure to the forms disclosed herein. Although multiple example aspects and embodiments have been discussed above, those skilled in the art will recognize certain variations, modifications, changes, additions and sub-combinations thereof.
Claims
1. A lighting device personnel management system, characterized in that: include: Information configuration module, used for managers to configure operator information and lighting device information; A monitoring module, used to collect monitoring data of the lighting device and generate fault information; An operator management module is used to match operators according to fault information and generate work orders associated with the matched operators; The operator login module allows operators to access the work orders associated with them.
2. The lighting device personnel management system according to claim 1, characterized in that: The monitoring module comprises: A monitoring data acquisition unit, used to obtain monitoring data generated by sensors and sensor points; A fault judgment unit, used to judge whether a fault occurs and the type of fault according to the monitoring data; The fault cause prediction unit uses the fault analysis model to analyze all monitoring data when the fault occurs to obtain the estimated fault cause; The fault information generating unit generates fault information according to the sensor point, fault type and estimated fault cause.
3. The lighting device personnel management system according to claim 2, characterized in that: Use the fault analysis model to analyze all monitoring data when a fault occurs to obtain the estimated fault causes, including: Obtain monitoring data and / or meteorological data corresponding to the fault type Preprocess the acquired data; Input the preprocessed data into the fault analysis model; Get the estimated failure causes output by the failure analysis model.
4. The lighting device personnel management system according to claim 3, characterized in that: The operator management module includes: An operator portrait generation unit generates an operator portrait for each operator based on the operator's historical work data; An operator candidate list generating unit generates an operator candidate list according to the operator portrait and the fault information; The operator matching unit obtains the work data of the operators in the operator candidate list respectively, inputs all the work data into the operator matching model, and obtains the matched operators.
5. The lighting device personnel management system according to claim 4, characterized in that: Generate an operator profile for each operator based on the operator's historical work data, including: Get the preset work type classification table; Classify the work content of each operator according to the work type classification table; Get historical work data of each operator; Classify historical work data according to the work type classification table; Generate a score for each type of work content based on the work time and interference factors in each type of historical work data; The operator's profile is obtained by combining all the operator's work content categories and the corresponding scores of the categories.
6. The lighting device personnel management system according to claim 5, characterized in that: The operator candidate list generated based on the operator portrait and fault information includes: Obtain the estimated fault cause from the fault information; Obtain the corresponding classification in the work type classification table based on the estimated fault cause; Obtain operators with this classification in operator portraits; Sort the operators by the scores of the category in the portrait from high to low; A preset number of operator information in the ranking is obtained to generate an operator candidate list.
7. The lighting device personnel management system according to claim 6, characterized in that: The work data of operators in the operator candidate list are obtained respectively, and all the work data are input into the operator matching model, and the matched operators include: The scheduling information, location information and workload information of the operators in the operator candidate list are respectively obtained, and the scheduling information, location information and workload information are input into the operator matching model to obtain the matched operators.
8. A lighting device personnel management method, based on the lighting device personnel management system according to any one of claims 1 to 7, characterized in that: include: The information configuration module is used for the management personnel to configure the operator information and the lighting device information; Using the monitoring module to collect monitoring data of the lighting device and generate fault information; Use the operator management module to match operators according to fault information and generate work orders associated with the matched operators; Use the operator login module to allow operators to access the work orders associated with them.
9. The lighting device personnel management method according to claim 8, characterized in that: Using the monitoring module to collect monitoring data of the lighting device and generate fault information further includes: Using the monitoring data acquisition unit to obtain the monitoring data generated by the sensor and the sensor point position; Using a fault judgment unit to judge whether a fault occurs and the type of fault according to the monitoring data; The fault cause prediction unit uses the fault analysis model to analyze all monitoring data when the fault occurs to obtain the estimated fault cause; The fault information generating unit is used to generate fault information according to the sensor point, fault type and estimated fault cause.
10. The lighting device personnel management method according to claim 9, characterized in that: Using the operator management module to match operators according to fault information and generating a work order associated with the matched operators further includes: Generate an operator profile for each operator based on the operator's historical work data using an operator profile generation unit; Generate an operator candidate list according to the operator portrait and the fault information by using the operator candidate list generation unit; The operator matching unit is used to respectively obtain the work data of the operators in the operator candidate list, and all the work data are input into the operator matching model to obtain the matched operators.