Hardware maintenance method and device of passive electronic lock and storage medium
By comprehensively analyzing the power supply and lock component recording information of passive electronic locks, hardware anomalies can be predicted and maintenance measures can be implemented, thus solving the problem of delayed maintenance of passive electronic locks and improving maintenance effectiveness and user experience.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHENZHEN KAICONN INNOVATIVE TECH CO LTD
- Filing Date
- 2023-06-26
- Publication Date
- 2026-06-16
AI Technical Summary
The hardware maintenance of passive electronic locks is delayed, resulting in poor maintenance effectiveness and a poor user experience.
By acquiring and comprehensively analyzing the recorded information of the passive power supply component and the electronic lock component of the passive electronic lock, features are extracted and fused, and a preset analysis network is used to predict hardware anomalies and implement maintenance measures, including software upgrades.
It enables timely and reliable hardware maintenance of passive electronic locks, improving maintenance efficiency and user experience.
Smart Images
Figure CN116798150B_ABST
Abstract
Description
Technical Field
[0001] This application relates to the field of Internet of Things (IoT) technology, specifically to a hardware maintenance method, device, and storage medium for a passive electronic lock. Background Technology
[0002] Passive electronic locks are electronic locks that can achieve self-powered electrical energy through energy conversion. Because they need to achieve self-powered electrical energy conversion, passive electronic locks usually contain a lot of hardware, and there are many connections between these hardware components, making them difficult to monitor and maintain.
[0003] Currently, the maintenance of passive electronic locks typically relies on reactive analysis of reported functional fault information to identify and repair faulty hardware. This current approach limits hardware maintenance to areas already malfunctioning, resulting in a delay in maintenance and ultimately, poor maintenance outcomes and a subpar user experience. Summary of the Invention
[0004] This application provides a solution that can effectively improve the hardware maintenance of passive electronic locks and enhance the user experience.
[0005] The embodiments of this application provide the following technical solutions:
[0006] According to one embodiment of this application, a hardware maintenance method for a passive electronic lock includes: acquiring passive lock information corresponding to the passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least passive power supply record information of the passive power supply component and lock component operation record information of the electronic lock component; performing comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information to obtain hardware maintenance information for the passive electronic lock; and performing corresponding hardware maintenance measures for the passive electronic lock according to the hardware maintenance information.
[0007] In some embodiments of this application, the step of comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock includes: extracting features from the passive power supply record information to obtain passive power supply features; extracting features from the lock component operation record information to obtain lock component operation features; fusing the passive power supply features and the lock component operation features to obtain fused passive electronic lock features; and analyzing the fused passive electronic lock features to obtain the hardware maintenance information of the passive electronic lock.
[0008] In some embodiments of this application, the passive power supply characteristics and the lock component operation characteristics are extracted vector data; the step of fusing the passive power supply characteristics and the lock component operation characteristics to obtain fused passive electronic lock characteristics includes: splicing the passive power supply characteristics and the lock component operation characteristics to obtain spliced lock characteristics; and obtaining the fused passive electronic lock characteristics based on the spliced lock characteristics.
[0009] In some embodiments of this application, the step of analyzing the features of the fused passive electronic lock to obtain the hardware maintenance information of the passive electronic lock includes: inputting the features of the fused passive electronic lock into a first preset lock hardware analysis network to obtain first predicted hardware anomaly information output by the first preset lock hardware analysis network; querying the preset hardware maintenance information corresponding to the first predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0010] In some embodiments of this application, the passive power supply feature includes the operating status data of different hardware components in the passive power supply component, and the lock component operation feature includes the operating status data of different hardware components in the electronic lock component. The step of fusing the passive power supply feature and the lock component operation feature to obtain a fused passive electronic lock feature includes: plotting the operating status data of the different hardware components included in the passive power supply feature according to time sequence to obtain state time sequence curves of different hardware components in the passive power supply component; plotting the operating status data of different hardware components in the electronic lock component according to time sequence to obtain state time sequence curves of different hardware components in the electronic lock component; merging the state time sequence curves of different hardware components in the passive power supply component and the state time sequence curves of different hardware components in the electronic lock component into a single curve graph to obtain a fused state curve; and extracting features from the fused state curve to obtain the fused passive electronic lock feature.
[0011] In some embodiments of this application, the step of analyzing the features of the fused passive electronic lock to obtain the hardware maintenance information of the passive electronic lock includes: inputting the features of the fused passive electronic lock into a second preset lock hardware analysis network to obtain second predicted hardware anomaly information output by the second preset lock hardware analysis network; querying the preset hardware maintenance information corresponding to the second predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0012] In some embodiments of this application, after comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock, the method further includes: determining whether the passive electronic lock needs a software upgrade based on the hardware maintenance information; if so, sending a corresponding upgrade package to the passive electronic lock to enable the passive electronic lock to be upgraded.
[0013] In some embodiments of this application, sending a corresponding upgrade package to the passive electronic lock includes: determining a first version number corresponding to the passive power supply component and a second version number corresponding to the electronic lock component; and sending an upgrade package corresponding to the first version number and the second version number to the passive electronic lock.
[0014] According to one embodiment of this application, a hardware maintenance device for a passive electronic lock is provided. The device includes: an acquisition unit, configured to acquire passive lock information corresponding to the passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least passive power supply record information of the passive power supply component and lock component operation record information of the electronic lock component; an analysis unit, configured to perform comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information to obtain hardware maintenance information of the passive electronic lock; and a maintenance unit, configured to perform corresponding hardware maintenance measures for the passive electronic lock according to the hardware maintenance information of the passive electronic lock.
[0015] In some embodiments of this application, the analysis unit includes: a first extraction subunit, used to extract features from the passive power supply record information to obtain passive power supply features; a second extraction subunit, used to extract features from the lock component operation record information to obtain lock component operation features; a feature fusion subunit, used to fuse the passive power supply features and the lock component operation features to obtain fused passive electronic lock features; and a feature analysis subunit, used to analyze the fused passive electronic lock features to obtain hardware maintenance information of the passive electronic lock.
[0016] In some embodiments of this application, the passive power supply feature and the lock component operation feature are extracted vector data; the feature fusion subunit includes a first fusion subunit, used to: splice the passive power supply feature and the lock component operation feature to obtain spliced lock features; and obtain the fused passive electronic lock features based on the spliced lock features.
[0017] In some embodiments of this application, the feature analysis subunit includes a first feature analysis subunit, configured to: input the features of the fused passive electronic lock into a first preset lock hardware analysis network to obtain first predicted hardware anomaly information output by the first preset lock hardware analysis network; query the preset hardware maintenance information corresponding to the first predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0018] In some embodiments of this application, the passive power supply feature includes the operating status data of different hardware components in the passive power supply component, and the lock component operation feature includes the operating status data of different hardware components in the electronic lock component; the feature fusion subunit includes a second fusion subunit, used for: plotting the operating status data of different hardware components included in the passive power supply feature according to time sequence to obtain the state time sequence curves of different hardware components in the passive power supply component; plotting the operating status data of different hardware components in the electronic lock component according to time sequence to obtain the state time sequence curves of different hardware components in the electronic lock component; merging the state time sequence curves of different hardware components in the passive power supply component and the state time sequence curves of different hardware components in the electronic lock component into the same curve graph to obtain a fused state curve; and extracting features from the fused state curve to obtain the fused passive electronic lock feature.
[0019] In some embodiments of this application, the feature analysis subunit includes a second feature analysis subunit, configured to: input the fused passive electronic lock features into a second preset lock hardware analysis network to obtain second predicted hardware anomaly information output by the second preset lock hardware analysis network; and query preset hardware maintenance information corresponding to the second predicted hardware anomaly information to obtain hardware maintenance information of the passive electronic lock.
[0020] In some embodiments of this application, after the hardware maintenance information of the passive electronic lock is obtained by comprehensively analyzing and processing the passive power supply record information and the lock component operation record information, the device further includes a software upgrade unit, used to: determine whether the passive electronic lock needs to be upgraded according to the hardware maintenance information; if so, send a corresponding upgrade package to the passive electronic lock so that the passive electronic lock can be upgraded.
[0021] In some embodiments of this application, the software upgrade unit is configured to: determine a first version number corresponding to the passive power supply component and a second version number corresponding to the electronic lock component; and send an upgrade package corresponding to the first version number and the second version number to the passive electronic lock.
[0022] According to another embodiment of this application, a storage medium stores a computer program thereon, which, when executed by a computer's processor, causes the computer to perform the methods described in the embodiments of this application.
[0023] According to another embodiment of this application, a server may include: a memory storing a computer program; and a processor reading the computer program stored in the memory to execute the methods described in the embodiments of this application.
[0024] According to another embodiment of this application, a computer program product or computer program includes computer instructions stored in a computer-readable storage medium. A processor of a computer device reads the computer instructions from the computer-readable storage medium and executes the computer instructions, causing the computer device to perform the methods provided in the various optional implementations described in the embodiments of this application.
[0025] In this embodiment, passive lock information corresponding to a passive electronic lock is obtained. The passive electronic lock includes at least a passive power supply component and an electronic lock component. The passive lock information includes at least passive power supply record information of the passive power supply component and lock component operation record information of the electronic lock component. Based on the passive power supply record information and the lock component operation record information, comprehensive analysis and processing are performed to obtain hardware maintenance information for the passive electronic lock. According to the hardware maintenance information of the passive electronic lock, corresponding hardware maintenance measures are performed on the passive electronic lock.
[0026] In this way, by acquiring the passive lock information of the passive electronic lock, and comprehensively analyzing and processing the passive power supply record information and lock component operation record information within the passive lock information, the hardware maintenance information of the passive electronic lock can be obtained. This allows for the full consideration of the passive power supply characteristics of the hardware operation process within the passive electronic lock, enabling timely and reliable acquisition of hardware maintenance information. Furthermore, by executing corresponding hardware maintenance measures based on this information, timely and reliable hardware maintenance can be performed, effectively improving the hardware maintenance effect of the passive electronic lock and enhancing the user experience. Attached Figure Description
[0027] To more clearly illustrate the technical solutions in the embodiments of this application, the accompanying drawings used in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of this application. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.
[0028] Figure 1A flowchart of a hardware maintenance method for a passive electronic lock according to an embodiment of this application is shown.
[0029] Figure 2 A block diagram of a passive electronic lock according to an embodiment of this application is shown.
[0030] Figure 3 A flowchart of a feature analysis method according to an embodiment of this application is shown.
[0031] Figure 4 A block diagram of a hardware maintenance device for a passive electronic lock according to an embodiment of this application is shown.
[0032] Figure 5 A block diagram of a server according to one embodiment of this application is shown. Detailed Implementation
[0033] The present disclosure will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the embodiments provided herein are merely illustrative of the present disclosure and are not intended to limit the present disclosure. Furthermore, the embodiments provided below are some embodiments for implementing the present disclosure, and not all embodiments for implementing the present disclosure. Unless otherwise specified, the technical solutions described in the embodiments of the present disclosure can be implemented in any combination.
[0034] It should be noted that, in the embodiments of this disclosure, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a method or apparatus that includes a list of elements includes not only the elements expressly described, but also other elements not expressly listed, or elements inherent to implementing the method or apparatus. Without further limitations, an element defined by the phrase "comprising a..." does not exclude the presence of other related elements (e.g., steps in the method or units in the apparatus, such as portions of circuitry, processors, programs, or software, etc.) in the method or apparatus that includes that element.
[0035] For example, the hardware maintenance method for a passive electronic lock provided in this disclosure includes a series of steps. However, the hardware maintenance method for a passive electronic lock provided in this disclosure is not limited to the steps described. Similarly, the hardware maintenance device for a passive electronic lock provided in this disclosure includes a series of units. However, the device provided in this disclosure is not limited to the units explicitly described, but may also include units that need to be set up for obtaining relevant information or processing based on the information.
[0036] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs. The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of this disclosure.
[0037] Figure 1 The flowchart illustrating a hardware maintenance method for a passive electronic lock according to an embodiment of this application is shown. The entity executing this hardware maintenance method for the passive electronic lock can be any maintenance terminal with processing capabilities, such as a server (including cloud servers or physical servers), computer, mobile phone, smartwatch, home appliance, passive electronic lock, etc. In one embodiment of this application, the maintenance terminal serving as the entity is specifically a cloud server.
[0038] like Figure 1 As shown, the hardware maintenance method for the passive electronic lock may include steps S110 to S130.
[0039] Step S110: Obtain the passive lock information corresponding to the passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least the passive power supply record information of the passive power supply component and the lock component operation record information of the electronic lock component.
[0040] Step S120: Based on the passive power supply record information and the lock component operation record information, a comprehensive analysis and processing is performed to obtain the hardware maintenance information of the passive electronic lock;
[0041] Step S130: Based on the hardware maintenance information of the passive electronic lock, perform corresponding hardware maintenance measures for the passive electronic lock.
[0042] See Figure 2 The passive electronic lock 200 may include at least a passive power supply component 210 and an electronic lock component 220. The passive power supply component can be used to generate electrical energy through energy conversion and supply the electrical energy to the hardware in the passive power supply component and the electronic lock component. The electronic lock component can be used to realize functions such as opening and closing the lock.
[0043] The passive power supply component 210 may include hardware such as an antenna (e.g., an NFC antenna), an energy conversion unit, an energy storage unit, and a power management chip. The antenna can receive wireless signals, which are then converted into electrical energy by the energy conversion unit. This electrical energy can be stored in the energy storage unit or supplied to other hardware within the passive electronic lock. The power management chip can control and monitor the energy conversion, storage, and power supply processes of the antenna, energy conversion unit, and energy storage unit, and collect relevant information from each component during this process, thereby gathering passive power supply information.
[0044] The electronic lock assembly 220 may include hardware such as a switch structure, a motor, an electronic lock chip, and an interaction unit. The interaction unit may include one or more of the following: a password input pad, a screen, a fingerprint scanner, and a facial recognition camera. Power-consuming units such as the motor, electronic lock chip, and interaction unit can be electrically connected to an energy conversion unit, and can also be electrically connected to an energy storage unit. The electronic lock chip can control and monitor the operation of each hardware component in the electronic lock assembly 220, and collect relevant information from each hardware component during this process, thereby collecting the lock assembly's operational information.
[0045] It is understandable that the power management chip and the electronic lock chip can be the same chip, or they can be two different chips. The collected passive power supply information is reported to the maintenance terminal for recording, thus forming a passive power supply record. The collected lock component operation information is also reported to the maintenance terminal for recording, thus forming a lock component operation record.
[0046] The maintenance unit can retrieve the passive lock information corresponding to the passive electronic lock from the record storage location as needed. The passive lock information includes at least the passive power supply record information of the passive power supply component and the lock component operation record information of the electronic lock component. Among them, the passive lock information can include the passive power supply record information and the lock component operation record information within a predetermined time period. The predetermined time period can be set according to the actual situation. For example, the predetermined time period can be a unit of time, a day, a week, etc.
[0047] The maintenance unit can further perform comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock. This hardware maintenance information can include maintenance measures for the hardware within the passive electronic lock. Furthermore, based on the maintenance measures information (such as emergency replacement, emergency shutdown, timely replacement, dust cleaning, periodic inspection, etc.) within the hardware maintenance information of the passive electronic lock, corresponding hardware maintenance measures can be executed (e.g., sending instructions containing maintenance measures to relevant user equipment, or sending instructions containing maintenance measures to the power management chip or electronic lock chip within the passive electronic lock, etc.).
[0048] In this way, based on steps S110 to S130, by acquiring the passive lock information of the passive electronic lock, and comprehensively analyzing and processing the passive power supply record information and lock component operation record information in the passive lock information, the hardware maintenance information of the passive electronic lock is obtained. This allows for full consideration of the passive power supply characteristics of the hardware operation process within the passive electronic lock to obtain hardware maintenance information in a timely and reliable manner. Furthermore, based on the hardware maintenance information of the passive electronic lock, corresponding hardware maintenance measures are executed, enabling timely and reliable hardware maintenance, effectively improving the hardware maintenance effect of the passive electronic lock, and enhancing the user experience.
[0049] The following description Figure 1 Further optional specific embodiments for each step performed during hardware maintenance of a passive electronic lock as described in the example.
[0050] In one embodiment, see Figure 3 Step S120 involves comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock, including:
[0051] Step S310: Extract features from the passive power supply record information to obtain passive power supply features; Step S320: Extract features from the lock component operation record information to obtain lock component operation features; Step S330: Fuse the passive power supply features and the lock component operation features to obtain fused passive electronic lock features; Step S340: Analyze the fused passive electronic lock features to obtain the hardware maintenance information of the passive electronic lock.
[0052] Feature extraction is performed on the passive power supply record information to obtain passive power supply features, which can be characteristic data used to characterize the passive power supply record information. Similarly, feature extraction is performed on the lock component operation record information to obtain lock component operation features, which can be characteristic data used to characterize the lock component operation record information.
[0053] By fusing the passive power supply characteristics with the lock component operation characteristics, a fused passive electronic lock characteristic is obtained. The fused passive electronic lock characteristic can comprehensively characterize the passive power supply record information and the lock component operation record information. Analyzing the fused passive electronic lock characteristic can effectively and comprehensively analyze various aspects of information to obtain the hardware maintenance information of the passive electronic lock.
[0054] Furthermore, in one embodiment, the passive power supply feature and the lock component operation feature are extracted vector data; the step of fusing the passive power supply feature and the lock component operation feature to obtain the fused passive electronic lock feature may include: splicing the passive power supply feature and the lock component operation feature to obtain the spliced lock feature; and obtaining the fused passive electronic lock feature based on the spliced lock feature.
[0055] In this embodiment, the passive power supply characteristics and the lock component operation characteristics are extracted vector data. Specifically, the passive power supply record information can be extracted using a preset supply feature extraction neural network to obtain the passive power supply characteristics in vector data form; the lock component operation record information can be extracted using a preset operation feature extraction neural network to obtain the lock component operation characteristics in vector data form.
[0056] By splicing the passive power supply characteristics with the lock component operation characteristics, a spliced lock characteristic is obtained; this spliced lock characteristic can then serve as the characteristic of the fused passive electronic lock. One method of splicing the passive power supply characteristics with the lock component operation characteristics to obtain the spliced lock characteristic is to connect the passive power supply characteristics and the lock component operation characteristics in series, resulting in a series-connected spliced lock characteristic. Optionally, another method is to add the sub-features of the passive power supply characteristics and the lock component operation characteristics that occur at the same time, resulting in the spliced lock characteristic.
[0057] Furthermore, the step of analyzing the characteristics of the fused passive electronic lock to obtain the hardware maintenance information of the passive electronic lock may specifically include: inputting the characteristics of the fused passive electronic lock into a first preset lock hardware analysis network to obtain first predicted hardware anomaly information output by the first preset lock hardware analysis network; querying the preset hardware maintenance information corresponding to the first predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0058] The features of the fused passive electronic lock are input into a first preset lock hardware analysis network for analysis. This network outputs first predicted hardware anomaly information, which can include hardware anomaly information for each hardware component in the passive electronic lock. Specifically, each hardware anomaly can be categorized as an anomaly type, such as high risk, medium risk, low risk, or no risk. The first preset lock hardware analysis network is a pre-trained neural network used for feature analysis.
[0059] Furthermore, the preset hardware maintenance information corresponding to the first predicted hardware anomaly information can be queried from the preset maintenance measures table to obtain the hardware maintenance information of the passive electronic lock. For example, if the hardware anomaly information of hardware A in the first predicted hardware anomaly information is high risk, the corresponding hardware maintenance information when hardware A is high risk can be queried from the preset maintenance measures table.
[0060] Furthermore, in one embodiment, the passive power supply feature includes operating status data of different hardware components in the passive power supply component, and the lock component operation feature includes operating status data of different hardware components in the electronic lock component; the step of fusing the passive power supply feature and the lock component operation feature to obtain a fused passive electronic lock feature includes:
[0061] The operating status data of different hardware components included in the passive power supply feature are plotted separately according to time sequence to obtain the state time sequence curves of different hardware components in the passive power supply component; the operating status data of different hardware components in the electronic lock component are plotted separately according to time sequence to obtain the state time sequence curves of different hardware components in the electronic lock component; the state time sequence curves of different hardware components in the passive power supply component and the state time sequence curves of different hardware components in the electronic lock component are merged into a single curve to obtain a fused state curve; feature extraction is performed on the fused state curve to obtain the fused passive electronic lock feature.
[0062] In this embodiment, the passive power supply characteristics include the operating status data of different hardware components in the passive power supply component, and the lock component operation characteristics include the operating status data of different hardware components in the electronic lock component. Specifically, feature extraction of the passive power supply record information to obtain the passive power supply characteristics can be achieved by comparing the hardware information of each hardware component at different times in the passive power supply record information with predetermined standard hardware information to obtain operating status data that reflects the state of the hardware in the passive power supply component at each time. Feature extraction of the lock component operation record information to obtain the lock component operation characteristics can be achieved by comparing the hardware information of each hardware component at different times in the lock component operation record information with predetermined standard hardware information to obtain operating status data that reflects the state of the hardware in the electronic lock component at each time.
[0063] By plotting the operating status data of different hardware components included in the passive power supply feature according to time sequence, the state-time sequence curves of different hardware components in the passive power supply component are obtained. For example, by plotting the transformation curves of the operating status data of hardware A at different times according to time sequence, the state-time sequence curve of hardware A is obtained.
[0064] The operating status data of different hardware components in the electronic lock assembly are plotted as time-series curves to obtain the state-time sequence curves of different hardware components in the electronic lock assembly. For example, the operating status data of hardware B at different times are plotted as time-series curves to obtain the state-time sequence curve of hardware B.
[0065] The state-time curves of different hardware components in the passive power supply component and the electronic lock component are merged into a single curve to obtain a fused state curve. Feature extraction is performed on the fused state curve to obtain the fused passive electronic lock features. These fused passive electronic lock features can further accurately and comprehensively characterize the passive power supply record information and the lock component operation record information.
[0066] Feature extraction is performed on the fused state curve to obtain the fused passive electronic lock features. Specifically, the fused state curve can be input into a preset fused curve feature extraction network to obtain the fused passive electronic lock features extracted and output by the preset fused curve feature extraction network. The preset fused curve feature extraction network is a pre-trained neural network used to extract features based on the fused state curve.
[0067] Furthermore, the step of analyzing the characteristics of the fused passive electronic lock to obtain the hardware maintenance information of the passive electronic lock includes: inputting the characteristics of the fused passive electronic lock into a second preset lock hardware analysis network to obtain second predicted hardware anomaly information output by the second preset lock hardware analysis network; querying the preset hardware maintenance information corresponding to the second predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0068] The features of the fused passive electronic lock are input into a second preset lock hardware analysis network for analysis. This second preset lock hardware analysis network can output second predicted hardware anomaly information. This second predicted hardware anomaly information can include hardware anomaly information for each hardware component in the passive electronic lock. Specifically, the hardware anomaly information for each hardware component can be the anomaly type, for example, high risk, medium risk, low risk, and no risk. The second preset lock hardware analysis network is a pre-trained neural network used for feature analysis.
[0069] Furthermore, the preset hardware maintenance information corresponding to the second predicted hardware anomaly information can be queried from the preset maintenance measures table to obtain the hardware maintenance information of the passive electronic lock. For example, if the hardware anomaly information of hardware B in the second predicted hardware anomaly information is high risk, the corresponding hardware maintenance information when hardware B is high risk can be queried from the preset maintenance measures table.
[0070] In one embodiment, after comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock, the method further includes:
[0071] Based on the hardware maintenance information, determine whether the passive electronic lock needs a software upgrade; if so, send the corresponding upgrade package to the passive electronic lock to enable the upgrade.
[0072] Hardware maintenance information can include maintenance measures for the hardware in the passive electronic lock. In some cases, software maintenance needs to be performed simultaneously with hardware maintenance. If the hardware maintenance information determines that the passive electronic lock requires a software upgrade, the corresponding upgrade package is sent to the passive electronic lock, and the software upgrade is performed. Software maintenance assists hardware maintenance, further improving the effectiveness of hardware maintenance.
[0073] Among them, the software upgrade information corresponding to the hardware maintenance information can be queried according to the preset software maintenance table, and the passive electronic lock can be determined whether it needs to be upgraded and the upgrade package required based on the queried software upgrade information.
[0074] Furthermore, sending a corresponding upgrade package to the passive electronic lock may include: determining a first version number corresponding to the passive power supply component and a second version number corresponding to the electronic lock component; and sending an upgrade package corresponding to the first version number and the second version number to the passive electronic lock.
[0075] In this embodiment, based on the first version number corresponding to the passive power supply component and the second version number corresponding to the electronic lock component, an upgrade package corresponding to the first version number and the second version number is sent to the passive electronic lock, so that the upgrade package can be matched with both the passive power supply component and the electronic lock component.
[0076] It is understood that in some embodiments, the passive power supply component and the electronic lock component share the same version number, and the upgrade package can be matched with that version number.
[0077] To facilitate better implementation of the hardware maintenance method for the passive electronic lock provided in this application, this application also provides a hardware maintenance device for the passive electronic lock based on the aforementioned hardware maintenance method. The meanings of the terms used are the same as in the hardware maintenance method for the passive electronic lock described above, and specific implementation details can be found in the descriptions within the method embodiments. Figure 4 A block diagram of a hardware maintenance device for a passive electronic lock according to an embodiment of this application is shown.
[0078] like Figure 4As shown, the hardware maintenance device 400 for a passive electronic lock may include: an acquisition unit 410 for acquiring passive lock information corresponding to the passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least passive power supply record information of the passive power supply component and lock component operation record information of the electronic lock component; an analysis unit 420 for performing comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information to obtain hardware maintenance information for the passive electronic lock; and a maintenance unit 430 for performing corresponding hardware maintenance measures for the passive electronic lock according to the hardware maintenance information.
[0079] In some embodiments of this application, the analysis unit includes: a first extraction subunit, used to extract features from the passive power supply record information to obtain passive power supply features; a second extraction subunit, used to extract features from the lock component operation record information to obtain lock component operation features; a feature fusion subunit, used to fuse the passive power supply features and the lock component operation features to obtain fused passive electronic lock features; and a feature analysis subunit, used to analyze the fused passive electronic lock features to obtain hardware maintenance information of the passive electronic lock.
[0080] In some embodiments of this application, the passive power supply feature and the lock component operation feature are extracted vector data; the feature fusion subunit includes a first fusion subunit, used to: splice the passive power supply feature and the lock component operation feature to obtain spliced lock features; and obtain the fused passive electronic lock features based on the spliced lock features.
[0081] In some embodiments of this application, the feature analysis subunit includes a first feature analysis subunit, configured to: input the features of the fused passive electronic lock into a first preset lock hardware analysis network to obtain first predicted hardware anomaly information output by the first preset lock hardware analysis network; query the preset hardware maintenance information corresponding to the first predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0082] In some embodiments of this application, the passive power supply feature includes the operating status data of different hardware components in the passive power supply component, and the lock component operation feature includes the operating status data of different hardware components in the electronic lock component; the feature fusion subunit includes a second fusion subunit, used for: plotting the operating status data of different hardware components included in the passive power supply feature according to time sequence to obtain the state time sequence curves of different hardware components in the passive power supply component; plotting the operating status data of different hardware components in the electronic lock component according to time sequence to obtain the state time sequence curves of different hardware components in the electronic lock component; merging the state time sequence curves of different hardware components in the passive power supply component and the state time sequence curves of different hardware components in the electronic lock component into the same curve graph to obtain a fused state curve; and extracting features from the fused state curve to obtain the fused passive electronic lock feature.
[0083] In some embodiments of this application, the feature analysis subunit includes a second feature analysis subunit, configured to: input the fused passive electronic lock features into a second preset lock hardware analysis network to obtain second predicted hardware anomaly information output by the second preset lock hardware analysis network; and query preset hardware maintenance information corresponding to the second predicted hardware anomaly information to obtain hardware maintenance information of the passive electronic lock.
[0084] In some embodiments of this application, after the hardware maintenance information of the passive electronic lock is obtained by comprehensively analyzing and processing the passive power supply record information and the lock component operation record information, the device further includes a software upgrade unit, used to: determine whether the passive electronic lock needs to be upgraded according to the hardware maintenance information; if so, send a corresponding upgrade package to the passive electronic lock so that the passive electronic lock can be upgraded.
[0085] In some embodiments of this application, the software upgrade unit is configured to: determine a first version number corresponding to the passive power supply component and a second version number corresponding to the electronic lock component; and send an upgrade package corresponding to the first version number and the second version number to the passive electronic lock.
[0086] It should be noted that although several modules or units for the device used to perform actions have been mentioned in the detailed description above, this division is not mandatory. In fact, according to the embodiments of this application, the features and functions of two or more modules or units described above can be embodied in one module or unit. Conversely, the features and functions of one module or unit described above can be further divided and embodied by multiple modules or units.
[0087] Furthermore, embodiments of this application also provide a server, such as Figure 5As shown, it illustrates a schematic diagram of the server structure involved in an embodiment of this application. Specifically:
[0088] The server may include components such as a processor 501 with one or more processing cores, and a memory 502 with one or more computer-readable storage media. Those skilled in the art will understand that... Figure 5 The server structure shown does not constitute a limitation on the server and may include more or fewer components than shown, or combine certain components, or have different component arrangements.
[0089] Specifically, in this embodiment, the processor 501 in the server loads the executable files corresponding to the processes of one or more computer programs into the memory 502 according to the following instructions, and the processor 501 runs the computer programs stored in the memory 502, thereby realizing the various functions in the foregoing embodiments of this application. For example, the processor 501 can perform the following steps:
[0090] Obtain passive lock information corresponding to a passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least passive power supply record information of the passive power supply component and lock component operation record information of the electronic lock component; perform comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information to obtain hardware maintenance information of the passive electronic lock; and perform corresponding hardware maintenance measures for the passive electronic lock according to the hardware maintenance information of the passive electronic lock.
[0091] In some embodiments of this application, the step of comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock includes: extracting features from the passive power supply record information to obtain passive power supply features; extracting features from the lock component operation record information to obtain lock component operation features; fusing the passive power supply features and the lock component operation features to obtain fused passive electronic lock features; and analyzing the fused passive electronic lock features to obtain the hardware maintenance information of the passive electronic lock.
[0092] In some embodiments of this application, the passive power supply characteristics and the lock component operation characteristics are extracted vector data; the step of fusing the passive power supply characteristics and the lock component operation characteristics to obtain fused passive electronic lock characteristics includes: splicing the passive power supply characteristics and the lock component operation characteristics to obtain spliced lock characteristics; and obtaining the fused passive electronic lock characteristics based on the spliced lock characteristics.
[0093] In some embodiments of this application, the step of analyzing the features of the fused passive electronic lock to obtain the hardware maintenance information of the passive electronic lock includes: inputting the features of the fused passive electronic lock into a first preset lock hardware analysis network to obtain first predicted hardware anomaly information output by the first preset lock hardware analysis network; querying the preset hardware maintenance information corresponding to the first predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0094] In some embodiments of this application, the passive power supply feature includes the operating status data of different hardware components in the passive power supply component, and the lock component operation feature includes the operating status data of different hardware components in the electronic lock component. The step of fusing the passive power supply feature and the lock component operation feature to obtain a fused passive electronic lock feature includes: plotting the operating status data of the different hardware components included in the passive power supply feature according to time sequence to obtain state time sequence curves of different hardware components in the passive power supply component; plotting the operating status data of different hardware components in the electronic lock component according to time sequence to obtain state time sequence curves of different hardware components in the electronic lock component; merging the state time sequence curves of different hardware components in the passive power supply component and the state time sequence curves of different hardware components in the electronic lock component into a single curve graph to obtain a fused state curve; and extracting features from the fused state curve to obtain the fused passive electronic lock feature.
[0095] In some embodiments of this application, the step of analyzing the features of the fused passive electronic lock to obtain the hardware maintenance information of the passive electronic lock includes: inputting the features of the fused passive electronic lock into a second preset lock hardware analysis network to obtain second predicted hardware anomaly information output by the second preset lock hardware analysis network; querying the preset hardware maintenance information corresponding to the second predicted hardware anomaly information to obtain the hardware maintenance information of the passive electronic lock.
[0096] In some embodiments of this application, after comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock, the method further includes: determining whether the passive electronic lock needs a software upgrade based on the hardware maintenance information; if so, sending a corresponding upgrade package to the passive electronic lock to enable the passive electronic lock to be upgraded.
[0097] In some embodiments of this application, sending a corresponding upgrade package to the passive electronic lock includes: determining a first version number corresponding to the passive power supply component and a second version number corresponding to the electronic lock component; and sending an upgrade package corresponding to the first version number and the second version number to the passive electronic lock.
[0098] Those skilled in the art will understand that all or part of the steps in the various methods of the above embodiments can be performed by a computer program, or by a computer program controlling related hardware. The computer program can be stored in a computer-readable storage medium and loaded and executed by a processor.
[0099] Therefore, embodiments of this application also provide a storage medium storing a computer program that can be loaded by a processor to execute the steps in any of the methods provided in embodiments of this application.
[0100] The storage medium may include: read-only memory (ROM), random access memory (RAM), disk or optical disk, etc.
[0101] Since the computer program stored in the storage medium can execute the steps of any of the methods provided in the embodiments of this application, the beneficial effects that the methods provided in the embodiments of this application can achieve can be realized. For details, please refer to the previous embodiments, which will not be repeated here.
[0102] Other embodiments of this application will readily occur to those skilled in the art upon consideration of the specification and practice of the embodiments disclosed herein. This application is intended to cover any variations, uses, or adaptations of this application that follow the general principles of this application and include common knowledge or customary techniques in the art not disclosed herein.
[0103] It should be understood that this application is not limited to the embodiments described above and shown in the accompanying drawings, but various modifications and changes can be made without departing from its scope.
Claims
1. A hardware maintenance method for a passive electronic lock, characterized in that, The method includes: Obtain the passive lock information corresponding to the passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least the passive power supply record information of the passive power supply component and the lock component operation record information of the electronic lock component; Based on the passive power supply record information and the lock component operation record information, the hardware maintenance information of the passive electronic lock is obtained through comprehensive analysis and processing. Based on the hardware maintenance information of the passive electronic lock, corresponding hardware maintenance measures are performed on the passive electronic lock; The hardware maintenance information of the passive electronic lock is obtained through comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information, including: Feature extraction is performed on the passive power supply record information to obtain passive power supply features; Feature extraction is performed on the operation record information of the lock component to obtain the operation features of the lock component; The passive power supply characteristics are fused with the lock component operation characteristics to obtain the fused passive electronic lock characteristics; Based on the analysis of the characteristics of the fused passive electronic lock, the hardware maintenance information of the passive electronic lock is obtained; The passive power supply characteristics and the lock component operation characteristics are extracted vector data; the process of fusing the passive power supply characteristics and the lock component operation characteristics to obtain fused passive electronic lock characteristics includes: By connecting the passive power supply feature in series with the lock component operation feature, a spliced lock feature is obtained; or, by adding the passive power supply feature with the sub-features of the lock component operation feature that occur at the same time, a spliced lock feature is obtained. Based on the spliced lock features, the features of the fused passive electronic lock are obtained.
2. The method according to claim 1, characterized in that, The analysis based on the characteristics of the fused passive electronic lock yields the hardware maintenance information of the passive electronic lock, including: The fused passive electronic lock features are input into a first preset lock hardware analysis network to obtain the first predicted hardware anomaly information output by the first preset lock hardware analysis network. The hardware maintenance information of the passive electronic lock is obtained by querying the preset hardware maintenance information corresponding to the first predicted hardware anomaly information.
3. The method according to claim 1, characterized in that, The passive power supply characteristics include the operating status data of different hardware components in the passive power supply component, and the lock component operation characteristics include the operating status data of different hardware components in the electronic lock component; the process of fusing the passive power supply characteristics and the lock component operation characteristics to obtain fused passive electronic lock characteristics includes: The working status data of different hardware components included in the passive power supply feature are plotted according to time sequence to obtain the state time sequence curves of different hardware components in the passive power supply component. The working status data of different hardware in the electronic lock component are plotted according to the time sequence to obtain the state time sequence curves of different hardware in the electronic lock component. The state timing curves of different hardware in the passive power supply component and the state timing curves of different hardware in the electronic lock component are merged into the same curve to obtain a fused state curve. Feature extraction is performed on the fusion state curve to obtain the features of the fusion passive electronic lock.
4. The method according to claim 3, characterized in that, The analysis based on the characteristics of the fused passive electronic lock yields the hardware maintenance information of the passive electronic lock, including: The fused passive electronic lock features are input into the second preset lock hardware analysis network to obtain the second predicted hardware anomaly information output by the second preset lock hardware analysis network. The hardware maintenance information of the passive electronic lock is obtained by querying the preset hardware maintenance information corresponding to the second predicted hardware anomaly information.
5. The method according to any one of claims 1 to 4, characterized in that, After comprehensively analyzing and processing the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock, the method further includes: Determine whether the passive electronic lock needs a software upgrade based on the hardware maintenance information; If so, a corresponding upgrade package is sent to the passive electronic lock to upgrade it.
6. The method according to claim 5, characterized in that, The step of sending the corresponding upgrade package to the passive electronic lock includes: Determine the first version number corresponding to the passive power supply component and the second version number corresponding to the electronic lock component; The upgrade package corresponding to the first version number and the second version number is sent to the passive electronic lock.
7. A hardware maintenance device for a passive electronic lock, characterized in that, The device includes: The acquisition unit is used to acquire passive lock information corresponding to the passive electronic lock, wherein the passive electronic lock includes at least a passive power supply component and an electronic lock component, and the passive lock information includes at least the passive power supply record information of the passive power supply component and the lock component operation record information of the electronic lock component. The analysis unit is used to perform comprehensive analysis and processing based on the passive power supply record information and the lock component operation record information to obtain the hardware maintenance information of the passive electronic lock. The maintenance unit is used to perform corresponding hardware maintenance measures for the passive electronic lock based on the hardware maintenance information of the passive electronic lock. The analysis unit further includes: The first extraction subunit is used to extract features from the passive power supply record information to obtain passive power supply features. The second extraction subunit is used to extract features from the lock component operation record information to obtain the lock component operation features; The feature fusion subunit is used to fuse the passive power supply feature with the lock component operation feature to obtain the fused passive electronic lock feature; the feature analysis subunit is used to analyze the fused passive electronic lock feature to obtain the hardware maintenance information of the passive electronic lock. The passive power supply feature and the lock component operation feature are extracted vector data; the feature fusion subunit includes a first fusion subunit, used to: connect the passive power supply feature and the lock component operation feature in series to obtain spliced lock features; or, add the sub-features of the passive power supply feature and the lock component operation feature at the same time to obtain spliced lock features; and obtain the fused passive electronic lock features based on the spliced lock features.
8. A storage medium, characterized in that, It stores a computer program that, when executed by the computer's processor, causes the computer to perform the method described in any one of claims 1 to 6.