Intelligent security and protection monitoring method, system and device, electronic equipment and storage medium

Abstract

The invention discloses an intelligent security monitoring method, system and device, electronic equipment and a storage medium. The intelligent security and protection monitoring method is used for the intelligent security and protection monitoring system. The intelligent security and protection monitoring system comprises an energy storage module, an artificial intelligence early warning module and an artificial intelligence control module, the energy storage module and the artificial intelligence early warning module are electrically connected with the artificial intelligence control module, and the energy storage module is used for supplying power to the intelligent security and protection monitoring system. Controlling an artificial intelligence early warning module to send early warning information to an artificial intelligence control module; and controlling the artificial intelligence control module to execute a preset alarm operation according to the early warning information. Power is supplied to the intelligent security and protection monitoring system through the energy storage module, so that the situation of insufficient power is avoided; by arranging the artificial intelligence early warning module and the artificial intelligence control module, monitoring and alarm strategies are intelligently adjusted, and the intelligence of the intelligent security and protection monitoring system is improved.

Description

Technical Field

[0001] The present invention relates to the field of security technology, and more specifically, to an intelligent security monitoring method, an intelligent security monitoring system, a control device, an electronic device and a computer-readable storage medium. Background Art

[0002] In the related art, security monitoring systems can be installed on RVs and buildings, and household security monitoring systems require electricity from the mains or other external power sources to work. However, in scenarios where there is a lack of power supply or communication infrastructure, such as outdoor activities, disaster relief, RV travel, and security in remote areas, existing security monitoring systems have problems such as insufficient power, unstable communication, low intelligence level, and imperfect rescue mechanisms. Summary of the invention

[0003] The embodiments of the present invention provide an intelligent security monitoring method, an intelligent security monitoring system, a control device, an electronic device and a computer-readable storage medium that can solve the problems of insufficient power, unstable communication, low intelligence level and imperfect rescue mechanism in the security monitoring system.

[0004] An intelligent security monitoring method according to an embodiment of the present invention is used for an intelligent security monitoring system, wherein the intelligent security monitoring system comprises an energy storage module, an artificial intelligence early warning module and an artificial intelligence control module, wherein the energy storage module and the artificial intelligence early warning module are electrically connected to the artificial intelligence control module respectively, and the energy storage module is used to supply power to the intelligent security monitoring system. The intelligent security monitoring method comprises controlling the artificial intelligence early warning module to send early warning information to the artificial intelligence control module according to first environmental information; and controlling the artificial intelligence control module to perform a preset alarm operation according to the early warning information.

[0005] In this way, by setting up an energy storage module in the intelligent security monitoring system, power can be supplied to the intelligent security monitoring system to avoid power shortage in the intelligent security monitoring system; by setting up an artificial intelligence early warning module, a storage module and an artificial intelligence control module in the intelligent security monitoring system, the artificial intelligence early warning module can issue early warning information according to environmental changes, and the artificial intelligence control module and the storage module can intelligently adjust the monitoring and alarm strategies according to the early warning information, identify security threats such as fire and intrusion in real time and respond quickly, reduce false alarms and missed alarms, and thus enhance the intelligence of the intelligent security monitoring system.

[0006] In some embodiments, the energy storage module includes a battery module, a solar module and an artificial intelligence energy management

[0007] The artificial intelligence energy management system is electrically connected to the battery module and the solar module respectively, and the intelligent security monitoring method includes controlling the artificial intelligence energy management system to distribute power to the battery module and the solar module according to the second environmental information to supply power to the intelligent security monitoring system.

[0008] In this way, the power generated by the battery module and the solar module can be distributed separately through the artificial intelligence energy management system, and the charging and discharging strategy can be optimized while continuously supplying power to the intelligent security monitoring system, thereby extending the service life of the energy storage module.

[0009] In certain embodiments, the artificial intelligence early warning module includes an artificial intelligence smoke alarm and an artificial intelligence camera analysis module, and the artificial intelligence smoke alarm and the artificial intelligence camera analysis module are electrically connected to the artificial intelligence control module, respectively. The intelligent security monitoring method includes controlling the artificial intelligence smoke alarm and the artificial intelligence camera analysis module to respectively collect the environmental information; when the environmental information is the first environmental information, controlling the artificial intelligence early warning module to generate the early warning information and uploading the early warning information to the artificial intelligence control module.

[0010] In this way, by setting up an AI smoke alarm, smoke or fire signs in the environment can be monitored in real time, improving the accuracy of fire identification and response. By setting up an AI camera analysis module, the acquired images and videos can be analyzed to identify abnormal situations in a timely manner.

[0011] In some embodiments, the artificial intelligence control module includes a wireless communication module, a positioning module, an artificial intelligence voice module, a data processing module and a rescue module, and the intelligent security monitoring method includes: controlling the wireless communication module to transmit the warning information to the cloud platform; controlling the positioning module to generate positioning information; controlling the artificial intelligence voice module to generate voice broadcast information according to the warning information; controlling the data processing module to process the warning information to determine the alarm event; controlling the rescue module to perform the alarm operation according to the alarm event.

[0012] In this way, by setting up the wireless communication module, it can be ensured that the artificial intelligence control module can transmit data stably in various environments; by setting up the positioning module, it can provide high-precision location information; by setting up the artificial intelligence voice module, the intelligent security monitoring system supports intelligent voice interaction and is easy to operate; by setting up the data processing module, the acquired image data can be processed in time, and it can be accurately determined whether the current environment is abnormal; by setting up the distress module, it can automatically make an alarm operation in an emergency, thereby improving rescue efficiency.

[0013] In some embodiments, the data processing module includes a dynamic identification module and an observation and analysis module, and the intelligent security monitoring method includes controlling the dynamic identification module and the observation and analysis module to process the warning information to determine the alarm event.

[0014] In this way, by setting up a dynamic recognition module and an observation and analysis module, it is possible to perform intelligent dynamic analysis on the monitored images in real time and to promptly and accurately determine abnormal dynamics.

[0015] In certain embodiments, the intelligent security monitoring system is communicatively connected to a cloud platform, and the intelligent security monitoring method includes controlling the artificial intelligence control module to upload the warning information to the cloud platform; updating the intelligent security monitoring system according to an update instruction issued by the cloud platform, and the update instruction is determined by the cloud platform using the warning information training.

[0016] In this way, by communicating and connecting the intelligent security monitoring system with the cloud platform, it is possible to realize data storage and remote management of the intelligent security monitoring system, as well as updating of the artificial intelligence model in the intelligent security monitoring system.

[0017] In certain embodiments, the intelligent security monitoring system is communicatively connected to an application end, and the intelligent security monitoring method includes controlling the artificial intelligence control module to upload the warning information to the application end; and controlling the artificial intelligence control module to perform the alarm operation according to an operation instruction issued by the application end.

[0018] In this way, by communicating and connecting the application end with the intelligent security monitoring system, real-time monitoring and remote control alarm operations can be carried out, thereby improving the response speed of the intelligent security monitoring system.

[0019] The intelligent security monitoring system of the embodiment of the present invention includes a control device, an energy storage module, an artificial intelligence early warning module, a storage module and an artificial intelligence control module. The energy storage module and the artificial intelligence early warning module are electrically connected to the artificial intelligence control module respectively. The energy storage module is used to supply power to the intelligent security monitoring system. The control device is used to control the artificial intelligence early warning module to send early warning information to the artificial intelligence control module according to the first environmental information; and control the artificial intelligence control module to perform a preset alarm operation according to the early warning information.

[0020] The control device of an embodiment of the present invention includes a processor, a memory; and a computer program, wherein the computer program is stored in the memory and executed by the processor, and the computer program includes instructions of the intelligent security monitoring method described in any one of the above embodiments.

[0021] The intelligent security monitoring system according to the embodiment of the present invention includes the control device described above.

[0022] The electronic device according to the embodiment of the present invention includes the intelligent security monitoring system described in the above embodiment.

[0023] The computer-readable storage medium of the embodiment of the present invention stores a computer program thereon, and when the computer program is executed by a processor, the intelligent security monitoring method described in any one of the above embodiments is implemented.

[0024] Additional aspects and advantages of embodiments of the present invention will be given in part in the following description and in part will be obvious from the following description or learned through practice of embodiments of the present invention. BRIEF DESCRIPTION OF THE DRAWINGS

[0025] The above and / or additional aspects and advantages of the present invention will become apparent and easily understood from the description of the embodiments in conjunction with the following drawings, in which:

[0026] Figure 1 is a schematic diagram of a module of an intelligent security monitoring system according to some embodiments of the present invention;

[0027] Figure 2 It is a flowchart of an intelligent security monitoring method according to certain embodiments of the present invention;

[0028] Figure 3 is a schematic diagram of a module of a control device in some embodiments of the present invention;

[0029] Figures 4 to 8 It is a flowchart of an intelligent security monitoring method according to certain embodiments of the present invention;

[0030] Fig. 9 It is a schematic diagram of the connection status of a computer-readable storage medium and a processor according to some embodiments of the present invention.

[0031] Description of Figure Numbers:

[0032] 100. Intelligent security monitoring system; 10. Energy storage module; 11. Battery module; 12. Solar module; 13. Artificial intelligence energy management system; 20. Artificial intelligence early warning module; 21. Artificial intelligence smoke alarm; 22. Artificial intelligence camera analysis module; 30. Artificial intelligence control module; 31. Wireless communication module; 32. Positioning module; 33. Artificial intelligence voice module; 34. Data processing module; 341. Dynamic recognition module; 342. Observation and analysis module; 35. SOS module; 40. Control device; 41. Processor; 42. Memory; 421. Computer program; 200. Cloud platform; 210. Artificial intelligence model trainer; 300. Application terminal; 400. Computer-readable storage medium. DETAILED DESCRIPTION

[0033] The embodiments of the present invention are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals represent the same or similar elements or elements having the same or similar functions from beginning to end. The embodiments described below with reference to the accompanying drawings are optional and are only used to explain the embodiments of the present invention, and cannot be understood as limiting the embodiments of the present invention.

[0034] See also Figure 1 , Figure 2 and Figure 3 An intelligent security monitoring method according to an embodiment of the present invention is used for an intelligent security monitoring system 100. The intelligent security monitoring system 100 includes an energy storage module 10, an artificial intelligence early warning module 20, and an artificial intelligence control module 30. The energy storage module 10 and the artificial intelligence early warning module 20 are electrically connected to the artificial intelligence control module 30, respectively. The energy storage module 10 is used to supply power to the intelligent security monitoring system 100. The intelligent security monitoring method includes:

[0035] Step 011: According to the first environmental information, the artificial intelligence warning module 20 is controlled to send warning information to the artificial intelligence control module 30;

[0036] Step 012: According to the early warning information, the artificial intelligence control module 30 is controlled to execute a preset alarm operation.

[0037] In this way, by setting up an energy storage module 10 in the intelligent security monitoring system 100, power can be supplied to the intelligent security monitoring system 100 to avoid power shortage in the intelligent security monitoring system 100; by setting up an artificial intelligence early warning module 20, a storage module and an artificial intelligence control module 30 in the intelligent security monitoring system 100, the artificial intelligence early warning module 20 can issue early warning information according to environmental changes, and the artificial intelligence control module 30 and the storage module can intelligently adjust the monitoring and alarm strategies according to the early warning information, identify security threats such as fire and intrusion in real time and respond quickly, reduce false alarms and missed alarms, and thus enhance the intelligence of the intelligent security monitoring system 100.

[0038] Among them, the intelligent security monitoring system 100 is a safety prevention system used in RVs or buildings, which can collect and analyze images of the surrounding environment of the RV or building, so as to accurately and quickly identify abnormal conditions occurring around the RV or building, and deal with the abnormal conditions in a timely manner to improve the safety of the RV or building.

[0039] The intelligent security monitoring system 100 includes an energy storage module 10, an artificial intelligence warning module 20 and an artificial intelligence control module 30. Among them, the intelligent security monitoring system 100 is installed with an artificial intelligence (AI) model, and the artificial intelligence model can be combined with the modules included in the intelligent security monitoring system 100, so as to improve the intelligence of the intelligent security monitoring system 100. The energy storage module 10 stores electric energy, and is electrically connected to the artificial intelligence control module 30, so that it can supply power to each module included in the intelligent security monitoring system 100, so that the intelligent security monitoring system 100 can work normally. The artificial intelligence warning module 20 includes a sensor that can collect environmental information (environmental information includes environmental images, smoke, etc.), and through the artificial intelligence model, the artificial intelligence warning module 20 can analyze the environmental information, and the artificial intelligence warning module 20 can be electrically connected to the artificial intelligence control module 30, so that the energy storage module 10 can supply power to the artificial intelligence warning module 20 through the artificial intelligence control module 30, and the artificial intelligence warning module 20 can transmit the analysis results to the artificial intelligence control module 30 for further analysis and processing.

[0040] The intelligent security monitoring system 100 also includes a control device 40, which can communicate and connect with the energy storage module 10, the artificial intelligence warning module 20 and the artificial intelligence control module 30 respectively, so that the control device 40 can control the energy storage module 10, the artificial intelligence warning module 20 and the artificial intelligence control module 30 to work. The control device 40 includes a processor 41, a memory 42 and a computer program 421. In one embodiment, the control device 40 can be a device such as a terminal or a server, and the processor 41 of the control device 40 can be used to provide computing and control capabilities. The memory 42 of the control device 40 includes a non-volatile storage medium and an internal memory 42. The non-volatile storage medium stores an operating system and a computer program 421, and the computer program 421 is executed by the processor 41 to implement the intelligent security monitoring method of any of the above-mentioned embodiments. The internal memory 42 provides an environment for the operation of the operating system and the computer program 421 in the non-volatile storage medium.

[0041] Specifically, after acquiring the first environmental information, the processor 41 can control the artificial intelligence early warning module 20 to send early warning information to the artificial intelligence control module 30 according to the first environmental information. The first environmental information may be "suspicious persons appearing around the RV or building", "surrounding environment of the RV or building", "suspicious smoke appearing inside the RV or building", etc. The early warning information may be information such as "suspicious person intrusion" or "fire discovery".

[0042] After the artificial intelligence warning module 20 obtains the warning information, the processor 41 controls the artificial intelligence warning module 20 to transmit the warning information to the artificial intelligence control module 30 through the bus, so that after the artificial intelligence control module 30 receives the warning information, the artificial intelligence model installed in the artificial intelligence control module 30 analyzes the warning information and finds that the result is accurate, then the processor 41 can control the artificial intelligence control module 30 to perform the preset alarm operation. Among them, the preset alarm operation can be "send an audible and visual alarm and send the alarm information to a preset contact person", "send a distress signal to a preset emergency contact person", "dial 119 or 120 and other alarm telephones" or "start the emergency lighting" and other operations. Therefore, after the artificial intelligence control module 30 performs the preset alarm operation, the safety of the RV or building can be improved.

[0043] See also Figure 1 and Figure 4 In some embodiments, the energy storage module 10 includes a battery module 11, a solar module 12, and an artificial intelligence energy management system 13, and the artificial intelligence energy management system 13 is electrically connected to the battery module 11 and the solar module 12, respectively. The intelligent security monitoring method includes:

[0044] Step 013: According to the second environmental information, the artificial intelligence energy management system 13 is controlled to distribute power to the battery module 11 and the solar module 12 to supply power to the intelligent security monitoring system 100.

[0045] In this way, the power generated by the battery module 11 and the solar module 12 are distributed separately through the artificial intelligence energy management system 13, and the charging and discharging strategy can be optimized while continuously supplying power to the intelligent security monitoring system 100, thereby extending the service life of the energy storage module 10.

[0046] Among them, the energy storage module 10 includes a battery module 11, a solar module 12 and an artificial intelligence energy management system 13. The energy storage module 10 can supply power to the intelligent security monitoring system 100 through the battery module 11 and the solar module 12 respectively. In some embodiments, the battery module 11 can be a lithium-ion battery, a lead-acid battery, a sodium-sulfur battery, etc. The battery module 11 of the present application is described by taking a lithium-ion battery as an example. The battery module 11 can be installed at the bottom of an RV or a building, so as to reduce the internal space of the RV or the building occupied by the battery module 11.

[0047] The solar module 12 includes a photovoltaic panel, which can be installed on the top of a motorhome or a building, so that the photovoltaic panel can receive sunlight. Through the photovoltaic effect, the solar module 12 can directly convert sunlight into DC electricity, providing an energy source for the energy storage module 10.

[0048] The artificial intelligence energy management system 13 is installed with an artificial intelligence model and is built into the battery module 11 and the solar module 12. It can predict the energy demand of the intelligent security monitoring system 100 in real time and optimize the energy storage and discharge strategies of the energy storage module 10 based on the electric energy stored in the battery module 11 and the solar module 12 and the electric energy demand of the intelligent security monitoring system 100, thereby extending the service life of the battery module 11 and the solar module 12, improving energy utilization, and maintaining long-term power supply for the intelligent security monitoring system 100.

[0049] Specifically, according to the second environmental information, the processor 41 can control the artificial intelligence energy management system 13 to distribute power to the battery module 11 and the solar module 12 to supply power to the artificial intelligence energy management system 13. The second environmental information may be environmental factors that can affect the charging and discharging of the battery module 11 and the solar module 12, such as "light intensity of the environment where the RV or building is located", "covering area of ​​the solar module 12" and "ambient temperature".

[0050] For example, when the light intensity in the environment of the RV or building is low, the coverage area of ​​the solar module 12 is large, or the ambient temperature is low, the power generation of the solar module 12 is insufficient to maintain the needs of the intelligent security monitoring system 100. At this time, the artificial intelligence energy management system 13 can control the battery module 11 to increase the amount of power delivered to the intelligent security monitoring system 100 and reduce the amount of power delivered by the solar module 12 to maintain the power supply of the intelligent security monitoring system 100; when the light intensity in the environment of the RV or building is high, the coverage area of ​​the solar module 12 is small, or the ambient temperature is high, the power generation of the solar module 12 is sufficient. At this time, the intelligent security monitoring system 100 can control the battery module 11 to reduce the amount of power delivered to the intelligent security monitoring system 100 and increase the amount of power delivered by the solar module 12, which can reduce the consumption of the battery module 11 and thus extend the service life of the battery module 11.

[0051] See also Figure 1 and Figure 5 In some embodiments, the artificial intelligence warning module 20 includes an artificial intelligence smoke alarm 21 and an artificial intelligence camera analysis module 22, and the artificial intelligence smoke alarm 21 and the artificial intelligence camera analysis module 22 are electrically connected to the artificial intelligence control module 30 respectively. The intelligent security monitoring method includes:

[0052] Step 014: Control the artificial intelligence smoke alarm 21 and the artificial intelligence camera analysis module 22 to collect environmental information respectively;

[0053] Step 015: When the environmental information is the first environmental information, control the artificial intelligence warning module 20 to generate warning information and upload the warning information to the artificial intelligence control module 30.

[0054] Thus, by setting up the artificial intelligence smoke alarm 21, smoke or fire signs in the environment can be monitored in real time, and the accuracy of fire identification and response can be improved. By setting up the artificial intelligence camera analysis module 22, the acquired images and videos can be analyzed, so as to timely identify the occurrence of abnormal situations.

[0055] Among them, the artificial intelligence early warning module 20 includes an artificial intelligence smoke alarm 21 and an artificial intelligence camera analysis module 22. The artificial intelligence smoke alarm 21 is equipped with an artificial intelligence model and a smoke sensor, which can detect the smoke concentration in the environment where the RV or building is located to avoid the occurrence of fire. When the smoke concentration is too high and smoke particles enter the smoke sensor, it means that a fire has occurred in the environment where the RV or building is located, so that the smoke sensor can trigger an alarm. The introduction of the artificial intelligence model enables the smoke sensor device to more accurately identify the difference between smoke and other interference factors (such as dust, water vapor, etc.), which can reduce the false alarm rate of the artificial intelligence early warning module 20 and improve the reliability of the intelligent security monitoring system 100.

[0056] The artificial intelligence camera analysis module 22 includes a camera or other device capable of collecting environmental images or videos and an artificial intelligence model, which can obtain and analyze image data of the environment in which the RV or building is located, and can analyze video streams in real time and identify abnormal behaviors to identify potential security threats or abnormal behaviors.

[0057] The artificial intelligence smoke alarm 21 and the artificial intelligence camera analysis module 22 can be electrically connected to the artificial intelligence control module 30 respectively, so that the smoke concentration information collected by the artificial intelligence smoke alarm 21 can be uploaded to the artificial intelligence control module 30 for analysis, and the image and video information obtained by the artificial intelligence camera analysis module 22 can be uploaded to the artificial intelligence control module 30 for analysis.

[0058] Specifically, the processor 41 can control the artificial intelligence smoke alarm 21 and the artificial intelligence camera analysis module 22 to collect environmental information respectively, and the environmental information includes the environmental conditions around the RV or building. Then, when the first environmental information appears in the environmental information, the processor 41 controls the artificial intelligence smoke alarm 21 and the artificial intelligence camera analysis module 22 to upload the collected first environmental information to the artificial intelligence control module 30.

[0059] For example, the artificial intelligence smoke alarm 21 can be installed inside a motorhome or building to monitor smoke or fire signs in real time, and the artificial intelligence camera analysis module 22 can be installed outside the motorhome to monitor the environment outside the vehicle, and the artificial intelligence camera analysis module 22 can use a high-definition camera, support 1080P video recording and have night vision. The processor 41 can control the artificial intelligence smoke alarm 21 to collect the smoke concentration inside the motorhome or building in real time, and when the artificial intelligence smoke alarm 21 determines that the smoke concentration exceeds a preset threshold, the smoke concentration inside the motorhome or building is uploaded to the artificial intelligence control module 30; the processor 41 artificial intelligence camera analysis module 22 takes real-time photos of the environment outside the motorhome or building, and when the artificial intelligence camera analysis module 22 detects abnormal behavior (such as someone trying to illegally enter the motorhome or building, taking photos of the occurrence of a fire), the detected abnormal behavior is uploaded to the artificial intelligence control module 30.

[0060] See also Figure 1 In some embodiments, the artificial intelligence control module 30 includes a wireless communication module 31, a positioning module 32, an artificial intelligence voice module 33, a data processing module 34 and a rescue module 35, and the intelligent security monitoring method includes: controlling the wireless communication module 31 to transmit warning information to the cloud platform 200; controlling the positioning module 32 to generate positioning information; controlling the artificial intelligence voice module 33 to generate voice broadcast information according to the warning information; controlling the data processing module 34 to process the warning information to determine the alarm event; controlling the rescue module 35 to perform an alarm operation according to the alarm event.

[0061] In this way, by setting up the wireless communication module 31, it can be ensured that the artificial intelligence control module 30 can transmit data stably in various environments; by setting up the positioning module 32, it can provide high-precision location information; by setting up the artificial intelligence voice module 33, the intelligent security monitoring system 100 supports intelligent voice interaction and is easy to operate; by setting up the data processing module 34, the acquired image data can be processed in time, and it can be accurately determined whether the current environment is abnormal; by setting up the rescue module 35, it can automatically make an alarm operation in an emergency, thereby improving rescue efficiency.

[0062] Specifically, the artificial intelligence control module 30 includes a wireless communication module 31, a positioning module 32, an artificial intelligence voice module 33, a data processing module 34 and a distress module 35. Among them, the wireless communication module 31 is a device that uses wireless technology to transmit data, which can send or receive electromagnetic wave signals and convert them into understandable information, thereby realizing information transmission between various terminal devices, so that smart devices have information interfaces of the Internet of Things. Through the wireless communication module 31, the device can be connected to the network to realize functions such as remote transmission, remote control and monitoring of data, and the wireless communication module 31 can support cellular networks and satellite communications to ensure that the RV can travel to remote areas or buildings built in remote areas can transmit data stably. For example, the artificial intelligence control module 30 can communicate with the cloud platform 200 through the wireless communication module 31, so that the warning information can be transmitted to the cloud platform 200.

[0063] The positioning module 32 combines the global navigation satellite system with satellite positioning technology to provide high-precision positioning on a global scale, so that the intelligent security monitoring system 100 can quickly locate the position of the RV or building. For example, the RV or building can receive signals from satellites in the global navigation satellite system and calculate its own position and time information through signal processing algorithms. Specifically, the receiver on the RV or building will be able to capture signals from multiple satellites and measure the propagation time of the signal from the satellite to the receiver. Using this information, the receiver can calculate the position coordinates (longitude, latitude and altitude) in three-dimensional space, as well as time information, so as to generate the positioning information of the RV or building.

[0064] The artificial intelligence voice module 33 is a system that integrates speech recognition, language understanding and speech synthesis technology. It can convert human speech into text, understand the meaning of the text and respond accordingly, and convert the text into natural and fluent speech for output, so that the intelligent security monitoring system 100 can support intelligent voice interaction, recognition and execution of voice commands. Users can interact with the intelligent security monitoring system 100 through voice, control equipment, query information, adjust settings, etc. in real time. It is easy to operate and can be used in environments where manual operation is difficult or complex. The artificial intelligence voice module 33 can generate voice broadcast information based on the early warning information. For example, in the event of a fire or a suspicious person intrusion in a motorhome or building, the user can activate the alarm operation of the intelligent security monitoring system 100, issue a distress command or adjust the settings of the intelligent security monitoring system 100 through voice commands.

[0065] The data processing module 34 can process the first environmental information uploaded by the artificial intelligence early warning module 20 to determine the alarm event. Among them, the alarm event includes a suspicious person invading a motorhome or a building, a fire in a motorhome or a building, etc. For example, the data processing module 34 can analyze the image and process the data in real time, and use big data analysis and deep learning technology to perform intelligent analysis on the real-time monitoring screen, so as to judge whether there is a fire in the motorhome or a suspicious person invading the building according to the video stream uploaded by the artificial intelligence early warning module 20.

[0066] When the rescue module 35 receives an alarm event, the rescue module 35 can perform an alarm operation according to the alarm event. For example, when a fire occurs in a motorhome or a building, or a suspicious person invades the motorhome or the building, the rescue module 35 can send out an audible and visual alarm, dial an alarm number, automatically send a distress signal to a preset contact, and send the precise location information of the motorhome or the building to a rescue agency.

[0067] See also Figure 1 and Figure 6 In some embodiments, the data processing module 34 includes a dynamic identification module 341 and an observation and analysis module 342, and the intelligent security monitoring method includes:

[0068] Step 016: Control the dynamic recognition module 341 and the observation and analysis module 342 to process the warning information to determine the alarm event.

[0069] In this way, by setting up the dynamic recognition module 341 and the observation and analysis module 342, it is possible to perform intelligent dynamic analysis on the monitored images in real time and to promptly and accurately determine abnormal dynamics.

[0070] Specifically, the data processing module 34 includes a dynamic recognition module 341 and an observation and analysis module 342. Among them, the dynamic recognition module 341 and the observation and analysis module 342 can analyze the video information uploaded by the artificial intelligence warning module 20. For example, the dynamic recognition module 341 can digitally process the video signal collected by the artificial intelligence warning module 20 to form a digital image that can be processed by a computer, including denoising, enhancing contrast, adjusting color, etc., to improve the accuracy of the subsequent dynamic recognition module 341 analysis. Then, the target of interest, such as suspicious personnel, fire, etc., is located in the video frame through background modeling, foreground detection and other technologies. Then, the detected target is continuously tracked, its motion trajectory is recorded, and the tracked target is feature extracted, including shape, size, color, texture, motion trajectory, etc. Finally, the observation and analysis module 342 uses machine learning or deep learning algorithms based on the extracted features to classify and identify the behavior of the target. For example, behaviors such as the walking path of a person and the path of the spread of a fire can be identified. And the identified behavior is further analyzed to determine the type of alarm event included in the warning information.

[0071] After the data processing module 34 receives the first environmental information sent by the artificial intelligence early warning module 20, the processor 41 can control the dynamic recognition module 341 and the observation and analysis module 342 to process the early warning information to determine the alarm event. For example, when the data processing module 34 receives the video of the activities of the suspicious person in the preset monitoring range of the RV or building or the video of the fire sent by the artificial intelligence early warning module 20, the processor 41 can control the dynamic recognition module 341 and the observation and analysis module 342 to analyze and track the behavior of the suspicious person and analyze the path of the fire spread. When it is determined that the suspicious person illegally invades the RV or building, the artificial intelligence control module 30 can determine that the alarm event is the invasion of the suspicious person and perform the corresponding alarm operation; when it is determined that the fire is sent, the artificial intelligence control module 30 can determine that the alarm event is the occurrence of a fire and perform the corresponding alarm operation.

[0072] See also Figure 1 and Figure 7 In some embodiments, the intelligent security monitoring system 100 is in communication with the cloud platform 200, and the intelligent security monitoring method includes:

[0073] Step 017: Control the artificial intelligence control module 30 to upload the warning information to the cloud platform 200;

[0074] Step 018: Update the intelligent security monitoring system 100 according to the update instructions issued by the cloud platform 200. The update instructions are determined by the cloud platform 200 using early warning information training.

[0075] In this way, by communicating and connecting the intelligent security monitoring system 100 with the cloud platform 200, data storage and remote management of the intelligent security monitoring system 100 and updating of the artificial intelligence model in the intelligent security monitoring system 100 can be achieved.

[0076] The cloud platform 200 is a software and service platform built on cloud computing technology, which can provide a reliable, flexible and scalable way to build, deploy and manage applications and services. The cloud platform 200 integrates computing, storage and network resources and is accessed and managed through the Internet. Users can select and configure the required services according to their needs without worrying about the maintenance of the underlying hardware and software.

[0077] Specifically, the intelligent security monitoring system 100 is connected to the cloud platform 200 in communication, so as to realize functions such as remote monitoring of RVs or buildings, real-time warning, and data analysis, thereby improving the security efficiency and accuracy of the intelligent security monitoring system 100. For example, the wireless communication module 31 in the artificial intelligence control module 30 can be connected to the cloud platform 200 through a communication protocol, so that the processor 41 can control the artificial intelligence control module 30 to upload the warning information to the cloud platform 200 for storage or analysis.

[0078] The cloud platform 200 can update the intelligent security monitoring system 100 in real time by obtaining early warning information. For example, the cloud platform 200 can continuously train the artificial intelligence model through the early warning information obtained, so that the artificial intelligence model can intelligently adjust the monitoring and alarm strategies according to environmental changes, identify security threats such as fire and intrusion in real time and respond quickly, reduce false alarms and missed alarms, and thus improve monitoring accuracy and response efficiency. After training the artificial intelligence model, the cloud platform 200 can issue an update instruction to the intelligent security monitoring system 100, and the intelligent security monitoring system 100 can install a new version of the artificial intelligence model according to the update instruction.

[0079] See also Figure 1 In some embodiments, the cloud platform 200 includes an artificial intelligence model trainer 210. Updating the intelligent security monitoring system 100 according to the update instruction issued by the cloud platform 200 includes controlling the artificial intelligence control module 30 to summarize the first environmental information and the second environmental information uploaded by the artificial intelligence early warning module 20, and uploading the first environmental information and the second environmental information to the artificial intelligence model trainer 210; according to the first environmental information and the second environmental information, controlling the artificial intelligence model trainer 210 to train and update the intelligent security monitoring system 100.

[0080] In this way, by uploading the first environmental information and the second environmental information to the artificial intelligence model trainer 210, the artificial intelligence model can be updated, thereby improving the accuracy of the intelligent security monitoring system 100.

[0081] Among them, the cloud platform 200 includes an artificial intelligence model trainer 210. The artificial intelligence model trainer 210 is a service in the cloud platform 200 for artificial intelligence model development and training. It can provide a comprehensive and efficient training environment and support a series of operations such as selection, design, training, optimization and evaluation of artificial intelligence models.

[0082] Specifically, the artificial intelligence model trainer 210 needs to prepare a large amount of training data before training the artificial intelligence model. The processor 41 can control the artificial intelligence control module 30 to summarize the first environmental information and the second environmental information uploaded by the artificial intelligence warning module 20, and upload the first environmental information and the second environmental information to the artificial intelligence model trainer 210, so that the artificial intelligence model trainer 210 can efficiently train the model by cleaning, preprocessing and labeling the uploaded data. For example, the processor 41 can control the artificial intelligence control module 30 to upload the artificial intelligence warning module 20 "suspicious people appearing around the RV or building", "surrounding environment of the RV or building", and "suspicious smoke appearing inside" and other video information of different time periods, and "light intensity of the environment where the RV or building is located", "covering area of ​​the solar module 12" and "ambient temperature" and other information to summarize as training data, and then upload these data to the artificial intelligence model trainer 210 for preprocessing.

[0083] The training parameters can be set on the artificial intelligence model trainer 210. For example, the setting of training parameters such as learning rate and batch size. The artificial intelligence model trainer 210 will use the underlying computing resources to perform efficient model training and continuously adjust the model parameters through optimization algorithms to improve performance.

[0084] After the training is completed, the artificial intelligence model trainer 210 will use the test data to evaluate the model and output the evaluation results. According to the evaluation results, the model structure and parameters can be adjusted to further optimize the model performance.

[0085] The trained and optimized artificial intelligence model can be deployed to the cloud or the smart security monitoring system 100 for practical application.

[0086] See also Figure 1 and Figure 8 In some embodiments, the intelligent security monitoring system 100 is in communication with the application terminal 300, and the intelligent security monitoring method includes:

[0087] Step 019: Control the artificial intelligence control module 30 to upload the warning information to the application terminal 300;

[0088] Step 020: According to the operation instruction issued by the application terminal 300, the artificial intelligence control module 30 is controlled to perform the alarm operation.

[0089] In this way, by communicating and connecting the application terminal 300 with the intelligent security monitoring system 100, real-time monitoring and remote control alarm operations can be performed, thereby improving the response speed of the intelligent security monitoring system 100.

[0090] The application terminal 300 may be a software program installed on a user device (such as a smart phone, a tablet computer, a personal computer, etc.). The application terminal 300 can interact with a remote server or service to perform specific tasks or functions.

[0091] Specifically, the application end 300 is capable of data processing. The application end 300 can process data input by the user and receive data uploaded to the application end 300, and send the data to a remote server for processing, so that the processing results returned by the server can be displayed on the application end 300 for the user to view.

[0092] The application terminal 300 can be connected to the artificial intelligence control module 30. For example, the application terminal 300 can be connected to the artificial intelligence control module 30 via Bluetooth or Wi-Fi. Thus, the user can fully monitor and remotely control the RV or building through the application terminal 300 to realize the whitelist entry, warning sensitivity setting, real-time data viewing and remote control functions of the intelligent security monitoring system 100.

[0093] In some embodiments, the application terminal 300 can be connected to the artificial intelligence control module 30 through the cloud platform 200. For example, the application terminal 300 can be connected to the cloud platform 200 via Bluetooth or Wi-Fi, so that after the artificial intelligence control module 30 uploads the warning information to the cloud platform 200, the cloud platform 200 can upload it to the application terminal 300 for the user to view.

[0094] When the processor 41 controls the artificial intelligence early warning module 20 to send early warning information to the artificial intelligence control module 30 according to the first environmental information, the processor 41 can control the artificial intelligence control module 30 to upload the early warning information to the application end 300. After the user sees the early warning information from the application end 300, he can issue an operation instruction on the application end 300, so that the processor 41 can control the artificial intelligence control module 30 to perform an alarm operation.

[0095] For example, when the artificial intelligence early warning module 20 detects a suspicious person invading a RV or building or a fire occurs, the artificial intelligence early warning module 20 uploads the early warning information to the artificial intelligence control module 30. The artificial intelligence control module 30 can upload the suspicious person, fire scene, and the location information of the RV or building to the application terminal 300. After the user sees it from the application terminal 300, he can control the RV or building through the application terminal 300 to trigger sound and light alarms, start emergency lighting, call the alarm, and send a distress signal to the preset emergency contact.

[0096] The electronic device of the embodiment of the present application includes an intelligent security monitoring system 100 for executing any of the above embodiments, which will not be described in detail for the sake of brevity. The electronic device may be a camera and a video recorder, a detector and a sensor, an intelligent door lock, etc.

[0097] See also Fig. 9 The embodiment of the present invention further provides a computer-readable storage medium 400 on which a computer program 421 is stored. When the computer program 421 is executed by the processor 41, the steps of the intelligent security monitoring method of any of the above-mentioned embodiments are implemented. For the sake of brevity, they are not repeated here.

[0098] In the description of this specification, the descriptions with reference to the terms "certain embodiments", "in an example", "exemplarily", etc., mean that the specific features, structures, materials or characteristics described in conjunction with the embodiments or examples are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, unless they are contradictory.

[0099] Any process or method description in a flowchart or otherwise described herein may be understood to represent a module, segment or portion of code that includes one or more executable instructions for implementing the steps of a specific logical function or process, and the scope of the preferred embodiments of the present invention includes alternative implementations in which functions may not be performed in the order shown or discussed, including performing functions in a substantially simultaneous manner or in the reverse order depending on the functions involved, which should be understood by those skilled in the art to which the embodiments of the present invention belong.

[0100] Although the embodiments of the present invention have been shown and described above, it is to be understood that the above embodiments are optional and are not to be construed as limitations of the present invention. A person skilled in the art may change, modify, replace and vary the above embodiments within the scope of the present invention.

Claims

1. An intelligent security monitoring method, used in an intelligent security monitoring system, characterized in that: The intelligent security monitoring system includes an energy storage module, an artificial intelligence early warning module and an artificial intelligence control module, the energy storage module and the artificial intelligence early warning module are electrically connected to the artificial intelligence control module respectively, the energy storage module is used to supply power to the intelligent security monitoring system, and the intelligent security monitoring method includes: According to the first environmental information, controlling the artificial intelligence early warning module to send early warning information to the artificial intelligence control module; According to the early warning information, the artificial intelligence control module is controlled to execute a preset alarm operation.

2. The intelligent security monitoring method according to claim 1, characterized in that: The energy storage module includes a battery module, a solar module and an artificial intelligence energy management system, and the artificial intelligence energy management system is electrically connected to the battery module and the solar module respectively. The intelligent security monitoring method includes: According to the second environmental information, the artificial intelligence energy management system is controlled to distribute power to the battery module and the solar module to supply power to the intelligent security monitoring system.

3. The intelligent security monitoring method according to claim 1, characterized in that: The artificial intelligence early warning module includes an artificial intelligence smoke alarm and an artificial intelligence camera analysis module, and the artificial intelligence smoke alarm and the artificial intelligence camera analysis module are electrically connected to the artificial intelligence control module respectively. The intelligent security monitoring method includes: Controlling the artificial intelligence smoke alarm and the artificial intelligence camera analysis module to collect environmental information respectively; When the environmental information is the first environmental information, the artificial intelligence early warning module is controlled to generate the early warning information and upload the early warning information to the artificial intelligence control module.

4. The intelligent security monitoring method according to claim 1, characterized in that: The artificial intelligence control module includes a wireless communication module, a positioning module, an artificial intelligence voice module, a data processing module and a rescue module. The intelligent security monitoring method includes: Controlling the wireless communication module to transmit the warning information to the cloud platform; Controlling the positioning module to generate positioning information; Controlling the artificial intelligence voice module to generate voice broadcast information according to the warning information; Controlling the data processing module to process the warning information to determine an alarm event; The help module is controlled to execute the alarm operation according to the alarm event.

5. The intelligent security monitoring method according to claim 4, characterized in that: The data processing module includes a dynamic identification module and an observation and analysis module, and the intelligent security monitoring method includes: The dynamic identification module and the observation and analysis module are controlled to process the warning information to determine the alarm event.

6. The intelligent security monitoring method according to claim 1, characterized in that: The intelligent security monitoring system is connected to the cloud platform for communication, and the intelligent security monitoring method includes: Controlling the artificial intelligence control module to upload the warning information to the cloud platform; The intelligent security monitoring system is updated according to the update instruction issued by the cloud platform, and the update instruction is determined by the cloud platform using the early warning information training.

7. The intelligent security monitoring method according to claim 1, characterized in that: The intelligent security monitoring system is connected to the application program end in communication, and the intelligent security monitoring method includes: Controlling the artificial intelligence control module to upload the warning information to the application end; According to the operation instruction sent by the application end, the artificial intelligence control module is controlled to execute the alarm operation.

8. An intelligent security monitoring system, characterized in that: It includes a control device, an energy storage module, an artificial intelligence early warning module and an artificial intelligence control module. The energy storage module and the artificial intelligence early warning module are electrically connected to the artificial intelligence control module respectively. The energy storage module is used to supply power to the intelligent security monitoring system. The control device is used to: According to the first environmental information, controlling the artificial intelligence early warning module to send early warning information to the artificial intelligence control module; According to the early warning information, the artificial intelligence control module is controlled to execute a preset alarm operation.

9. A control device, characterized in that: include: Processor, memory; and A computer program, wherein the computer program is stored in the memory and executed by the processor, and the computer program includes instructions for executing the intelligent security monitoring method according to any one of claims 1 to 7.

10. An intelligent security monitoring system, characterized in that: Comprising the control device as claimed in claim 9.

11. An electronic device, characterized in that: Including the intelligent security monitoring system as described in claim 8 or 10.

12. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the intelligent security monitoring method according to any one of claims 1 to 7 are implemented.

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