Intelligent edge operation equipment, edge environment monitoring method, electronic equipment and medium

Abstract

The embodiments of the present disclosure disclose intelligent edge operation equipment, edge environment monitoring methods, electronic devices and media. The intelligent edge operation equipment includes a touch screen, an edge processing chip and an alarm device. The edge processing chip obtains a set of operation configuration information from a target server; the edge processing chip controls at least one associated information collection device to collect edge operation environment information; the edge processing chip classifies and processes each edge operation environment information included in the edge operation environment information set; the edge processing chip generates at least one first alarm message; the edge processing chip inputs the second environment information group into a pre-trained environment recognition model; the edge processing chip generates at least one second alarm message, and sends at least one first alarm message and at least one second alarm message to the touch screen; the alarm device performs an alarm operation. This implementation avoids dangerous situations for staff and improves the work safety of staff.

Description

Technical Field

[0001] Embodiments of the present disclosure relate to the field of computer technology, and in particular to intelligent edge operation equipment, edge environment monitoring methods, electronic devices, and media. Background Art

[0002] When workers are working in edge scenarios, they fail to conduct safety checks on the environment, which may lead to workers encountering unknown dangerous situations. Therefore, it is necessary to conduct safety checks on the construction site environment. The relevant safety check method is: before construction, the inspection personnel will inspect the construction site environment.

[0003] However, when the above method is used to inspect the construction site environment, the following technical problems often occur:

[0004] First, inspectors can only inspect the on-site environment before construction. During the construction process, the on-site environment will change due to the construction, causing dangerous situations for the workers, and the work safety of the workers is low.

[0005] Second, during the construction process, workers may fall, become unconscious, etc. due to unexpected situations and be unable to contact the outside world in time, resulting in low safety of the workers.

[0006] Third, during the construction process, the workers are unable to promptly confirm whether there are any dangerous situations in the surrounding area, resulting in the inability to evacuate in time when dangerous situations occur, and the workers' work safety is low.

[0007] The above information disclosed in this Background section is only for enhancement of understanding of the background of the inventive concept and therefore it may contain information that does not form the prior art that is already known in this country to a person of ordinary skill in the art. Summary of the invention

[0008] The content of this disclosure is used to introduce concepts in a brief form, which will be described in detail in the detailed implementation section below. The content of this disclosure is not intended to identify the key features or essential features of the technical solution claimed for protection, nor is it intended to limit the scope of the technical solution claimed for protection.

[0009] Some embodiments of the present disclosure propose intelligent edge operation equipment, edge environment monitoring methods, electronic devices and media to solve one or more of the technical problems mentioned in the above background technology section.

[0010] In a first aspect, some embodiments of the present disclosure provide an intelligent edge operation device, which includes: a touch screen, an edge processing chip and an alarm device. In response to detecting a start-up operation acting on the above-mentioned intelligent edge operation device, the above-mentioned edge processing chip obtains an operation configuration information set from a target server; the above-mentioned edge processing chip controls at least one associated information collection device to collect edge operation environment information and obtain an edge operation environment information set, wherein the information collection device in the above-mentioned at least one information collection device includes: a smart bracelet and a portable gas detector; the above-mentioned edge processing chip classifies and processes each edge operation environment information included in the above-mentioned edge operation environment information set to generate a first environment information group and a second environment information group; the above-mentioned edge processing chip generates at least one first alarm information according to the alarm condition information set included in the above-mentioned operation configuration information set and the above-mentioned first environment information group; the above-mentioned edge processing chip inputs the above-mentioned second environment information group into a pre-trained environment recognition model to obtain a recognition result; the above-mentioned edge processing chip generates at least one second alarm information according to the above-mentioned recognition result, and sends the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information to the touch screen, so that the above-mentioned touch screen displays the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information; the above-mentioned alarm device performs an alarm operation according to the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information.

[0011] In a second aspect, some embodiments of the present disclosure provide an edge environment alarm method, which is applied to the intelligent edge operation device described in the first aspect, wherein the above-mentioned intelligent edge operation device includes a touch screen, an edge processing chip and an alarm device, and the above-mentioned method includes: in response to detecting a start operation acting on the intelligent edge operation device, obtaining a job configuration information set from a target server; controlling at least one associated information collection device to collect edge operation environment information to obtain an edge operation environment information set; classifying and processing each edge operation environment information included in the edge operation environment information set to generate a first environment information group and a second environment information group; generating at least one first alarm information according to the alarm condition information set included in the job configuration information set and the first environment information group; inputting the second environment information group into a pre-trained environment recognition model to obtain a recognition result; generating at least one second alarm information according to the recognition result, and sending the at least one first alarm information and the at least one second alarm information to the touch screen so that the touch screen displays the at least one first alarm information and the at least one second alarm information; performing an alarm operation according to the at least one first alarm information and the at least one second alarm information.

[0012] In a third aspect, some embodiments of the present disclosure provide an electronic device comprising: one or more processors; a storage device on which one or more programs are stored, and when the one or more programs are executed by the one or more processors, the one or more processors implement the method described in any implementation manner of the above-mentioned first aspect.

[0013] In a fourth aspect, some embodiments of the present disclosure provide a computer-readable medium having a computer program stored thereon, wherein the program, when executed by a processor, implements the method described in any implementation manner of the first aspect.

[0014] The above-mentioned embodiments of the present disclosure have the following beneficial effects: through the intelligent edge operation equipment of some embodiments of the present disclosure, dangerous situations for workers are avoided and the work safety of workers is improved. Specifically, the reason why dangerous situations for workers occur and the work safety of workers is low is that the inspection personnel can only check the site environment before construction, and during the construction process of the workers, the construction site environment will change due to the construction, resulting in dangerous situations for workers and low work safety for workers. Based on this, the intelligent edge operation device of some embodiments of the present disclosure includes a touch screen, an edge processing chip and an alarm device, wherein, in response to detecting a start-up operation acting on the above-mentioned intelligent edge operation device, the above-mentioned edge processing chip obtains a job configuration information set from a target server; the above-mentioned edge processing chip controls at least one associated information collection device to collect edge operation environment information and obtain an edge operation environment information set, wherein the information collection device in the above-mentioned at least one information collection device includes: a smart bracelet and a portable gas detector; the above-mentioned edge processing chip classifies and processes each edge operation environment information included in the above-mentioned edge operation environment information set to generate a first environment information group and a second environment information group; the above-mentioned edge processing chip generates at least one first alarm information according to the alarm condition information set included in the above-mentioned job configuration information set and the above-mentioned first environment information group; the above-mentioned edge processing chip inputs the above-mentioned second environment information group into a pre-trained environment recognition model to obtain a recognition result; the above-mentioned edge processing chip generates at least one second alarm information according to the above-mentioned recognition result, and sends the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information to the touch screen, so that the above-mentioned touch screen displays the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information. Because the edge processing chip controls at least one information collection device to collect edge operation environment information, the environmental information can be obtained in real time during the construction process of the staff. Also, because the edge processing chip classifies and processes each edge operation environment information included in the edge operation environment information set to generate a first environment information group and a second environment information group, the environmental information obtained in real time can be classified, and an alarm can be issued when an alarm condition is triggered, thereby avoiding dangerous situations for the staff and improving the work safety of the staff. BRIEF DESCRIPTION OF THE DRAWINGS

[0015] The above and other features, advantages and aspects of the embodiments of the present disclosure will become more apparent with reference to the following detailed description in conjunction with the accompanying drawings. Throughout the accompanying drawings, the same or similar reference numerals represent the same or similar elements. It should be understood that the drawings are schematic and that components and elements are not necessarily drawn to scale.

[0016] Figure 1is a schematic diagram of the structure of some embodiments of the intelligent edge operation device according to the present disclosure;

[0017] Figure 2 is a flow chart of some embodiments of the edge environment monitoring method according to the present disclosure.

[0018] Figure 3 It is a schematic diagram of the structure of an electronic device suitable for implementing some embodiments of the present disclosure. DETAILED DESCRIPTION

[0019] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the accompanying drawings, it should be understood that the present disclosure can be implemented in various forms and should not be construed as being limited to the embodiments set forth herein. On the contrary, these embodiments are provided to provide a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are only for exemplary purposes and are not intended to limit the scope of protection of the present disclosure.

[0020] It should also be noted that, for ease of description, only the parts related to the invention are shown in the drawings. In the absence of conflict, the embodiments and features in the embodiments of the present disclosure can be combined with each other.

[0021] It should be noted that the concepts such as "first" and "second" mentioned in the present disclosure are only used to distinguish different devices, modules or units, and are not used to limit the order or interdependence of the functions performed by these devices, modules or units.

[0022] It should be noted that the modifications of "one" and "plurality" mentioned in the present disclosure are illustrative rather than restrictive, and those skilled in the art should understand that unless otherwise clearly indicated in the context, it should be understood as "one or more".

[0023] The names of the messages or information exchanged between multiple devices in the embodiments of the present disclosure are only used for illustrative purposes and are not used to limit the scope of these messages or information.

[0024] The present disclosure will be described in detail below with reference to the accompanying drawings and in conjunction with embodiments.

[0025] Figure 1 It is a schematic diagram of the structure of some embodiments of the intelligent edge operation equipment according to the present disclosure. Figure 1 It includes a touch screen 1, an edge processing chip 2 and an alarm device 3.

[0026] In some embodiments, the intelligent edge operation device may include a touch screen 1, an edge processing chip 2, and an alarm device 3. The touch screen 1 may be a screen for displaying pages and operating pages. The edge processing chip 2 may be a chip for processing various information. For example, the edge processing chip 2 may be a Soc (System on Chip) chip. The alarm device 3 may be an alarm information playback device associated with the edge processing chip 2. For example, the alarm device 3 may be a speaker. The touch screen 1 may be electrically connected to the edge processing chip 2. The alarm device 3 may be communicatively connected to the edge processing chip 2. Here, the specific manner in which the alarm device 3 is communicatively connected to the edge processing chip 2 is not limited. For example, the manner in which the alarm device 3 is communicatively connected to the edge processing chip 2 may be a wired connection. The manner in which the alarm device 3 is communicatively connected to the edge processing chip 2 may also be a wireless connection. It should be noted that the above-mentioned wireless connection methods may include but are not limited to 3G / 4G connection, WiFi connection, Bluetooth connection, WiMAX connection, Zigbee connection, UWB (ultra wideband) connection, and other wireless connection methods currently known or to be developed in the future.

[0027] In some embodiments, in response to detecting a start-up operation acting on the above-mentioned intelligent edge operation device, the above-mentioned edge processing chip 2 can obtain a job configuration information set from a target server. Among them, the above-mentioned start-up operation can be turning on the above-mentioned intelligent edge operation device, and the above-mentioned start-up operation can also be pressing the start button of the intelligent edge operation device. The above-mentioned target server can be a server associated with the above-mentioned intelligent edge operation device. The above-mentioned target server can be connected to the above-mentioned intelligent edge operation device wirelessly. The job configuration information in the above-mentioned job configuration information set can be pre-set information for configuring the above-mentioned intelligent edge operation device. The job configuration information in the above-mentioned job configuration information set can include, but is not limited to: alarm condition information. The above-mentioned alarm condition information can be pre-set information for triggering an alarm operation.

[0028] In some embodiments, the edge processing chip 2 controls at least one associated information collection device to collect edge operating environment information and obtain an edge operating environment information set. Among them, the information collection device in the at least one information collection device includes: a smart bracelet and a portable gas detector. The information collection device in the at least one information collection device may be a device pre-placed in the intelligent edge operating device, communicatively connected to the intelligent edge operating device, and used to collect environmental information of the construction scene. The edge operating environment information may be environmental information collected at the construction site. The smart bracelet can be used to detect the human body status information of the staff. The human body status information includes but is not limited to: temperature and heartbeat. The portable gas detector can be used to detect whether there is dangerous gas in the construction scene.

[0029] And the portable gas detector may include an alarm component, a power button, a gas sensor, a detection chip and a liquid crystal display. The alarm component may be used to perform an alarm operation when a dangerous gas is detected. The alarm component may be electrically connected to the detection chip. The power button may be used to turn on and off the portable gas detector. The gas sensor may be used to collect gas. The detection chip is used to detect the collected gas to analyze the gas composition. The gas sensor may be electrically connected to the detection chip. The liquid crystal display is used to display the gas composition information sent by the detection chip. In response to detecting the start-up operation for the power button, the detection chip may perform a preheating operation. Among them, the start-up operation may be pressing the power button to turn on the portable gas detector. In response to the completion of the preheating operation, the detection chip may control the gas sensor to collect environmental gas in real time, analyze the gas composition, and obtain gas composition information. The detection chip may send the gas composition information to the liquid crystal display for display. In response to the gas composition information satisfying any preset gas alarm condition in the preset gas alarm condition set, the detection chip may control the alarm component to perform an alarm operation. The preset gas alarm condition may be a preset alarm condition for triggering an alarm operation.

[0030] And the alarm component may include: a buzzer and an alarm light. In response to the gas composition information satisfying any preset gas alarm condition in the preset gas alarm condition set, the detection chip may control the buzzer in the alarm component to start an alarm. The detection chip may control the alarm light included in the alarm component to turn on according to the preset light configuration information. The preset light configuration information may be the configuration information of the preset alarm light.

[0031] In some embodiments, the edge processing chip 2 classifies the various edge operating environment information included in the edge operating environment information set to generate a first environment information group and a second environment information group. The classification process may be to classify the various edge operating environment information into a first environment information group and a second environment information group according to whether further analysis is required. The first environment information in the first environment information group may be edge operating environment information that does not require further analysis. For example, ambient temperature, PM2.5 value. The second environment information in the second environment information group may be edge operating environment information that requires further analysis.

[0032] In some embodiments, the edge processing chip 2 generates at least one first alarm information according to the alarm condition information set and the first environment information group included in the job configuration information set. In practice, for each first environment information in the first environment information group, in response to the first environment information satisfying any alarm condition information in the alarm condition information set, the first alarm information corresponding to the first environment information is generated.

[0033] In some embodiments, the edge processing chip 2 inputs the second environment information group into a pre-trained environment recognition model to obtain a recognition result. The environment recognition model may be a pre-trained neural network model that takes the second environment information group as input and the recognition result as output. For example, the environment recognition model may be a convolutional neural network model.

[0034] In some embodiments, the edge processing chip 2 generates at least one second alarm message based on the recognition result, and sends the at least one first alarm message and the at least one second alarm message to the touch screen 1, so that the touch screen 1 displays the at least one first alarm message and the at least one second alarm message.

[0035] In some embodiments, the alarm device 3 performs an alarm operation according to the at least one first alarm information and the at least one second alarm information, wherein the alarm operation may be controlling the alarm device to play the alarm information.

[0036] Optionally, the intelligent edge operation device further includes a communication chip, and the communication chip is connected to a microphone and a speaker. In response to detecting the human voice data, the microphone collects at least one audio data to obtain an audio data set. The human voice data may be the speaking audio of the staff. The communication chip sends the audio data set to the smart bracelet and the target server.

[0037] The above-mentioned embodiments of the present disclosure have the following beneficial effects: through the intelligent edge operation equipment of some embodiments of the present disclosure, dangerous situations for workers are avoided and the work safety of workers is improved. Specifically, the reason why dangerous situations for workers occur and the work safety of workers is low is that the inspection personnel can only check the site environment before construction, and during the construction process of the workers, the construction site environment will change due to the construction, resulting in dangerous situations for workers and low work safety for workers. Based on this, the intelligent edge operation device of some embodiments of the present disclosure includes a touch screen, an edge processing chip and an alarm device, wherein, in response to detecting a start-up operation acting on the above-mentioned intelligent edge operation device, the above-mentioned edge processing chip obtains a job configuration information set from a target server; the above-mentioned edge processing chip controls at least one associated information collection device to collect edge operation environment information and obtain an edge operation environment information set, wherein the information collection device in the above-mentioned at least one information collection device includes: a smart bracelet and a portable gas detector; the above-mentioned edge processing chip classifies and processes each edge operation environment information included in the above-mentioned edge operation environment information set to generate a first environment information group and a second environment information group; the above-mentioned edge processing chip generates at least one first alarm information according to the alarm condition information set included in the above-mentioned job configuration information set and the above-mentioned first environment information group; the above-mentioned edge processing chip inputs the above-mentioned second environment information group into a pre-trained environment recognition model to obtain a recognition result; the above-mentioned edge processing chip generates at least one second alarm information according to the above-mentioned recognition result, and sends the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information to the touch screen, so that the above-mentioned touch screen displays the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information. Because the edge processing chip controls at least one information collection device to collect edge operation environment information, the environmental information can be obtained in real time during the construction process of the staff. Also, because the edge processing chip classifies and processes each edge operation environment information included in the edge operation environment information set to generate a first environment information group and a second environment information group, the environmental information obtained in real time can be classified, and an alarm can be issued when an alarm condition is triggered, thereby avoiding dangerous situations for the staff and improving the work safety of the staff.

[0038] Continue to refer Figure 2 , shows a process 200 of some embodiments of the edge environment alarm method according to the present disclosure. The edge environment alarm method comprises the following steps:

[0039] Step 201, in response to detecting a start operation acting on a smart edge operation device, obtain a set of operation configuration information from a target server.

[0040] In some embodiments, the execution subject of the edge environment alarm method (for example Figure 1 The smart edge operation device shown in the figure can obtain the operation configuration information set from the target server in response to detecting the start operation acting on the smart edge operation device. The smart edge operation device can include a touch screen, an edge processing chip and an alarm device.

[0041] Step 202: Control at least one associated information collection device to collect edge operating environment information to obtain an edge operating environment information set.

[0042] In some embodiments, the above-mentioned execution subject can control at least one associated information collection device to collect edge operating environment information and obtain an edge operating environment information set.

[0043] Step 203 , classify and process each piece of edge operation environment information included in the edge operation environment information set to generate a first environment information group and a second environment information group.

[0044] In some embodiments, the execution entity may classify and process each piece of edge operating environment information included in the edge operating environment information set to generate a first environment information group and a second environment information group.

[0045] Step 204: Generate at least one first alarm information according to the alarm condition information set and the first environment information group included in the job configuration information set.

[0046] In some embodiments, the execution subject may generate at least one first alarm information according to the alarm condition information set included in the job configuration information set and the first environment information group.

[0047] Step 205: input the second environment information group into a pre-trained environment recognition model to obtain a recognition result.

[0048] In some embodiments, the execution entity may input the second environment information group into a pre-trained environment recognition model to obtain a recognition result.

[0049] Step 206: Generate at least one second alarm message according to the recognition result, and send at least one first alarm message and at least one second alarm message to the touch screen, so that the touch screen displays at least one first alarm message and at least one second alarm message.

[0050] In some embodiments, the above-mentioned execution entity can generate at least one second alarm message based on the above-mentioned identification result, and send the above-mentioned at least one first alarm message and the above-mentioned at least one second alarm message to the touch screen, so that the above-mentioned touch screen displays the above-mentioned at least one first alarm message and the above-mentioned at least one second alarm message.

[0051] Step 207: Perform an alarm operation according to at least one first alarm information and at least one second alarm information.

[0052] In some embodiments, the execution subject may perform an alarm operation according to the at least one first alarm information and the at least one second alarm information.

[0053] Optionally, the method further comprises the following steps:

[0054] The first step is to obtain device configuration information of the target access device in response to receiving a device access request sent by the target server.

[0055] In some embodiments, the execution subject may obtain device configuration information of the target access device in response to receiving a device access request sent by the target server. The device configuration information may include an access protocol. The access protocol may be a communication protocol for establishing a communication connection between the target access device and the execution subject. The device access request may be request information sent by the target server to indicate access of a new device.

[0056] The second step is to generate access data according to the access protocol included in the device configuration information and the networking information of the target access device.

[0057] In some embodiments, the execution subject may generate access data according to the access protocol included in the device configuration information and the networking information of the target access device, wherein the access data may be the networking information encoded according to the access protocol.

[0058] The third step is to determine the device input information based on the above access data.

[0059] In some embodiments, the execution subject may determine the device entry information according to the access data. In practice, the access data may be processed to extract keywords to generate at least one keyword as the device entry information.

[0060] The fourth step is to fill in the above equipment input information into the generated equipment information input interface for storage.

[0061] In some embodiments, the execution entity may fill in the device input information into a generated device information input interface for storage.

[0062] Optionally, the intelligent edge processing device further includes an intelligent helmet, the intelligent helmet includes a searchlight, a shooting component, a communication component, a sensor group, a distress button and a control chip, and the edge environment alarm method further includes the following steps:

[0063] The first step is to control the searchlight to turn on in response to detecting an opening operation on the smart helmet.

[0064] In some embodiments, the execution entity may control the searchlight to turn on in response to detecting an opening operation on the smart helmet.

[0065] The second step is, in response to detecting a start-up operation for the above-mentioned shooting component, controlling the shooting device included in the above-mentioned shooting component to perform a recording operation, and transmitting the recorded video data to the memory included in the above-mentioned smart helmet.

[0066] In some embodiments, the execution subject may control the shooting device included in the shooting component to perform a recording operation and transmit the recorded video data to the memory included in the smart helmet in response to detecting a start-up operation for the shooting component.

[0067] The third step is to control the above-mentioned receiving component to receive the alarm information sent by the above-mentioned intelligent edge operation device, and control the associated playback device to play the above-mentioned alarm information.

[0068] In some embodiments, the execution subject may control the receiving component to receive the warning information sent by the intelligent edge operation device, and control the associated playback device to play the warning information. The warning information may be information sent by the target server to the intelligent edge operation device and then sent by the intelligent edge operation device to warn of the construction site situation.

[0069] The fourth step is to receive at least one sensing data sent by the sensor group in real time, and analyze the at least one sensing data.

[0070] In some embodiments, the execution subject may receive at least one sensor data sent by the sensor group in real time, and analyze the at least one sensor data. The sensor included in the sensor group may be a sensor for detecting the state of the staff. The sensors in the sensor group include but are not limited to: an acceleration sensor and a detachment sensor. The acceleration sensor is used to detect whether the staff falls. The detachment sensor is used to detect whether the smart helmet is detached from the human body.

[0071] The fifth step is to control the associated playback device to play the corresponding sensor alarm information in response to any sensor data among the at least one sensor data representing a dangerous operation, and to control the communication component to send the sensor alarm information to the intelligent edge operation device.

[0072] In some embodiments, the above-mentioned execution entity can control the associated playback device to play the corresponding sensor alarm information in response to any sensor data among the above-mentioned at least one sensor data representing a dangerous operation, and control the above-mentioned communication component to send the above-mentioned sensor alarm information to the above-mentioned intelligent edge operation device.

[0073] The sixth step is to control the communication component to send a preset distress message to the intelligent edge operation device in response to detecting a pressing operation on the distress button.

[0074] In some embodiments, the execution entity may control the communication component to send a preset distress message to the intelligent edge operation device in response to detecting a pressing operation on the distress button.

[0075] The first step to the sixth step as an inventive point of the embodiment of the present disclosure solves the technical problem 2 mentioned in the background technology: "During the construction process, the staff may fall, fall into a coma, etc. due to unexpected conditions, and cannot contact the outside world in time, resulting in low safety of the staff". The reasons for the low safety of the staff are as follows: During the construction process, the staff may fall, fall into a coma, etc. due to unexpected conditions, and cannot contact the outside world in time, resulting in low safety of the staff. If the above factors are solved, the safety of the staff can be further improved. In order to achieve this effect, the present disclosure firstly controls the searchlight to turn on in response to detecting the start-up operation for the above-mentioned smart safety helmet. In this way, the construction site can be illuminated. Secondly, in response to detecting the start-up operation for the above-mentioned shooting component, the shooting device included in the above-mentioned shooting component is controlled to perform a recording operation, and the recorded video data is transmitted to the memory included in the above-mentioned smart safety helmet. In this way, the construction process can be recorded. Then, the above-mentioned receiving component is controlled to receive the alarm information sent by the above-mentioned smart edge operation device, and the associated playback device is controlled to play the above-mentioned alarm information. In this way, the staff can be warned in time when the server finds an abnormal situation. Afterwards, at least one sensor data sent by the above-mentioned sensor group is received in real time, and the at least one sensor data is analyzed. In this way, the status of the staff can be obtained in real time. Then, in response to any sensor data in the above-mentioned at least one sensor data representing a dangerous operation, the associated playback device is controlled to play the corresponding sensor alarm information, and the above-mentioned communication component is controlled to send the above-mentioned sensor alarm information to the above-mentioned intelligent edge operation device. In this way, it is possible to detect danger to the staff in time, so as to issue an alarm. Finally, in response to detecting a pressing operation on the above-mentioned distress button, the above-mentioned communication component is controlled to send a pre-set distress message to the above-mentioned intelligent edge operation device. In this way, the outside world can be contacted in time through the distress button, so that the work safety of the staff can be further improved.

[0076] Optionally, the intelligent edge operation device further includes a transmission component, the transmission component includes: a transmission chip and an encoder, and the edge environment alarm method further includes the following steps:

[0077] The first step is, in response to receiving the operation video data sent by the above-mentioned smart safety helmet, inputting the above-mentioned operation video data into an encoder for encoding processing to generate encoded data.

[0078] In some embodiments, the execution subject may, in response to receiving the operation video data sent by the smart safety helmet, input the operation video data into an encoder for encoding processing to generate encoded data.

[0079] The second step is to send the above-mentioned encoded data to the above-mentioned target server.

[0080] In some embodiments, the execution entity may send the encoded data to the target server.

[0081] The third step is to decode the above-mentioned encoded data to generate decoded video data.

[0082] In some embodiments, the execution entity may decode the encoded data to generate decoded video data.

[0083] The fourth step is to perform key frame extraction processing on the above decoded video data to generate a decoded key frame sequence.

[0084] In some embodiments, the execution entity may perform key frame extraction processing on the decoded video data to generate a decoded key frame sequence.

[0085] In the fifth step, the above decoded key frame sequence is input into the pre-trained risk identification model to generate the identification result.

[0086] In some embodiments, the execution subject may input the decoded key frame sequence into a pre-trained risk identification model to generate an identification result. The risk identification model may be a pre-trained neural network model that takes the decoded key frame sequence as input and the identification result as output.

[0087] The sixth step is to respond to the occurrence of danger represented by the above recognition result, and send danger warning information corresponding to the above danger information to the above intelligent edge operation device based on the danger information represented by the above recognition result.

[0088] In some embodiments, the execution subject may respond to the danger indicated by the recognition result and send danger warning information corresponding to the danger information to the intelligent edge operation device according to the danger information indicated by the recognition result. The danger warning information may indicate a dangerous situation at the construction site.

[0089] Step 7: In response to receiving the danger warning information, controlling the associated rescue equipment to perform danger elimination operations.

[0090] In some embodiments, the execution subject may control the associated rescue equipment to perform a danger elimination operation in response to receiving the danger warning information. The associated rescue equipment may be a device connected to the intelligent edge operation device by wire or wirelessly for eliminating dangerous situations at the construction site. For example, in response to a fire at the construction site, the rescue equipment may be a sprinkler, and the danger elimination operation may be controlling the sprinkler to extinguish the fire.

[0091] The first step to the seventh step are an inventive point of an embodiment of the present disclosure, which solves the technical problem three mentioned in the background technology, "during the construction process, the staff cannot confirm whether there is a dangerous situation around in time, resulting in the inability to evacuate in time when a dangerous situation occurs, and the work safety of the staff is low". The reasons for the low work safety of the staff are as follows: during the construction process, the staff cannot confirm whether there is a dangerous situation around in time, resulting in the inability to evacuate in time when a dangerous situation occurs, and the work safety of the staff is low. If the above factors are solved, the work safety of the staff can be further improved. In order to achieve this effect, the present disclosure first, in response to receiving the operation video data sent by the above-mentioned smart safety helmet, input the above-mentioned operation video data into the encoder for encoding processing to generate encoding data. Thus, the video can be encoded. Second, the above-mentioned encoding data is sent to the above-mentioned target server. Thus, the encoded video can be sent to the server. Third, the above-mentioned encoding data is decoded to generate decoded video data. Thus, the received video data can be decoded. Fourth, the above-mentioned decoded video data is subjected to key frame extraction processing to generate a decoded key frame sequence. Thus, only the key frames in the video can be detected, reducing the detection time. Fifth, the decoded key frame sequence is input into a pre-trained risk identification model to generate an identification result; in response to the identification result indicating the occurrence of danger, according to the danger information indicated by the identification result, a danger warning message corresponding to the danger information is sent to the intelligent edge operation device. In this way, when a dangerous situation is detected at the construction site, the staff can be promptly alerted. Sixth, in response to receiving the danger warning message, the associated rescue equipment is controlled to perform a danger elimination operation. In this way, emergency danger elimination operations can be taken when a dangerous situation occurs, thereby further improving the work safety of the staff.

[0092] The above-mentioned embodiments of the present disclosure have the following beneficial effects: through the edge environment alarm method of some embodiments of the present disclosure, dangerous situations for workers are avoided and the work safety of workers is improved. Specifically, the reason why dangerous situations for workers occur and the work safety of workers is low is that the inspection personnel can only check the on-site environment before construction, and during the construction process of the workers, the construction site environment will change due to the construction, resulting in dangerous situations for workers and low work safety for workers. Based on this, the edge environment alarm method of some embodiments of the present disclosure includes: in response to detecting the start operation acting on the above-mentioned intelligent edge operation device, obtaining the operation configuration information set from the target server; controlling at least one associated information collection device to collect edge operation environment information and obtain the edge operation environment information set; classifying and processing each edge operation environment information included in the above-mentioned edge operation environment information set to generate a first environment information group and a second environment information group; generating at least one first alarm information according to the alarm condition information set included in the above-mentioned operation configuration information set and the above-mentioned first environment information group; inputting the above-mentioned second environment information group into the pre-trained environment recognition model to obtain a recognition result; generating at least one second alarm information according to the above-mentioned recognition result, and sending the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information to the touch screen so that the above-mentioned touch screen displays the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information; performing an alarm operation according to the above-mentioned at least one first alarm information and the above-mentioned at least one second alarm information. Because at least one information collection device is controlled to collect edge operation environment information. Thus, environmental information can be obtained in real time during the construction process of the staff. Because each edge operation environment information included in the edge operation environment information set is classified and processed to generate the first environment information group and the second environment information group, the real-time acquired environment information can be classified and an alarm can be issued when an alarm condition is triggered, thereby avoiding dangerous situations for the staff and improving the work safety of the staff.

[0093] Reference below Figure 3 , which shows a schematic diagram of the structure of an electronic device 300 suitable for implementing some embodiments of the present disclosure. The electronic devices in some embodiments of the present disclosure may include but are not limited to mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle terminals (such as vehicle navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 3 The electronic device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present disclosure.

[0094] like Figure 3 As shown, the electronic device 300 may include a processing device 301 (e.g., a central processing unit, a graphics processing unit, etc.), which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 302 or a program loaded from a storage device 308 into a random access memory (RAM) 303. In the RAM 303, various programs and data required for the operation of the electronic device 300 are also stored. The processing device 301, the ROM 302, and the RAM 303 are connected to each other via a bus 304. An input / output (I / O) interface 305 is also connected to the bus 304.

[0095] Typically, the following devices may be connected to the I / O interface 305: input devices 306 including, for example, a touch screen, a touch pad, a keyboard, a mouse, a camera, a microphone, an accelerometer, a gyroscope, etc.; output devices 307 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; storage devices 308 including, for example, a magnetic tape, a hard disk, etc.; and communication devices 309. The communication devices 309 may allow the electronic device 300 to communicate with other devices wirelessly or by wire to exchange data. Although Figure 3 The electronic device 300 is shown with various devices, but it should be understood that it is not required to implement or possess all the devices shown. More or fewer devices may be implemented or possessed instead. Figure 3 Each block shown in the figure may represent one device, or may represent multiple devices as required.

[0096] In particular, according to some embodiments of the present disclosure, the process described above with reference to the flowchart can be implemented as a computer software program. For example, some embodiments of the present disclosure include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a program code for executing the method shown in the flowchart. In some such embodiments, the computer program can be downloaded and installed from the network through the communication device 309, or installed from the storage device 308, or installed from the ROM 302. When the computer program is executed by the processing device 301, the above-mentioned functions defined in the method of some embodiments of the present disclosure are executed.

[0097] It should be noted that the computer-readable medium recorded in some embodiments of the present disclosure may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In some embodiments of the present disclosure, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system, device or device. In some embodiments of the present disclosure, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, which carries a computer-readable program code. This propagated data signal may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. The computer readable signal medium may also be any computer readable medium other than a computer readable storage medium, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer readable medium may be transmitted using any suitable medium, including but not limited to: wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.

[0098] In some embodiments, the client and the server may communicate using any currently known or future developed network protocol such as HTTP (HyperText Transfer Protocol), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), an internet (e.g., the Internet), and a peer-to-peer network (e.g., an ad hoc peer-to-peer network), as well as any currently known or future developed network.

[0099] The computer-readable medium may be included in the electronic device; or it may exist independently without being installed in the electronic device. The computer-readable medium carries one or more programs. When the one or more programs are executed by the electronic device, the electronic device: in response to detecting the start-up operation acting on the intelligent edge operation device, obtains the operation configuration information set from the target server. Control at least one associated information collection device to collect edge operation environment information and obtain the edge operation environment information set. Classify and process each edge operation environment information included in the edge operation environment information set to generate a first environment information group and a second environment information group. Generate at least one first alarm information according to the alarm condition information set included in the operation configuration information set and the first environment information group. Input the second environment information group into the pre-trained environment recognition model to obtain a recognition result. Generate at least one second alarm information according to the recognition result, and send the at least one first alarm information and the at least one second alarm information to the touch screen so that the touch screen displays the at least one first alarm information and the at least one second alarm information. An alarm operation is performed according to the at least one first alarm information and the at least one second alarm information.

[0100] Computer program code for performing the operations of some embodiments of the present disclosure may be written in one or more programming languages ​​or a combination thereof, including object-oriented programming languages ​​such as Java, Smalltalk, C++, and conventional procedural programming languages ​​such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., via the Internet using an Internet service provider).

[0101] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present disclosure. In this regard, each square box in the flow chart or block diagram can represent a module, a program segment or a part of a code, and the module, the program segment or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some implementations as replacements, the functions marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two square boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0102] The units described in some embodiments of the present disclosure may be implemented by software or by hardware. The described units may also be provided in a processor, for example, may be described as: a processor including an acquisition unit, a control unit, a classification unit, a generation unit, an input unit, a second generation unit, and an alarm unit. Among them, the names of these units do not constitute a limitation on the unit itself in some cases. For example, the acquisition unit may also be described as "a unit that obtains a set of job configuration information from a target server in response to detecting a start-up operation acting on the above-mentioned intelligent edge operation device."

[0103] The functions described above herein may be performed at least in part by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), complex programmable logic devices (CPLDs), and the like.

[0104] The above descriptions are only some preferred embodiments of the present disclosure and an explanation of the technical principles used. Those skilled in the art should understand that the scope of the invention involved in the embodiments of the present disclosure is not limited to the technical solutions formed by a specific combination of the above-mentioned technical features, but should also cover other technical solutions formed by any combination of the above-mentioned technical features or their equivalent features without departing from the above-mentioned inventive concept. For example, the above-mentioned features are replaced with the technical features with similar functions disclosed in the embodiments of the present disclosure (but not limited to) and the technical solutions formed.

Claims

1. An intelligent edge operation device, comprising a touch screen, an edge processing chip and an alarm device, wherein: In response to detecting a start-up operation acting on the intelligent edge operation device, the edge processing chip obtains a job configuration information set from a target server, wherein the job configuration information in the job configuration information set is pre-set information for configuring the intelligent edge operation device, including: alarm condition information, the alarm condition information is pre-set information for triggering an alarm operation; The edge processing chip controls at least one associated information collection device to collect edge operating environment information to obtain an edge operating environment information set, wherein the information collection device in the at least one information collection device includes: a smart bracelet and a portable gas detector; The edge processing chip classifies and processes each piece of edge operating environment information included in the edge operating environment information set to generate a first environment information group and a second environment information group; The edge processing chip generates at least one first alarm information according to the alarm condition information set and the first environment information group included in the job configuration information set; The edge processing chip inputs the second environment information group into a pre-trained environment recognition model to obtain a recognition result; The edge processing chip generates at least one second alarm information according to the recognition result, and sends the at least one first alarm information and the at least one second alarm information to the touch screen, so that the touch screen displays the at least one first alarm information and the at least one second alarm information; The alarm device performs an alarm operation according to the at least one first alarm information and the at least one second alarm information; The portable gas detector comprises: an alarm component, a power button, a gas sensor, a detection chip and a liquid crystal display, wherein: In response to detecting a power-on operation on the power button, the detection chip performs a preheating operation; In response to the completion of the preheating operation, the detection chip controls the gas sensor to collect ambient gas in real time, and analyzes the gas composition to obtain gas composition information; The detection chip sends the gas composition information to the liquid crystal display screen for display; In response to the gas composition information satisfying any preset gas alarm condition in the preset gas alarm condition set, the detection chip controls the alarm component to perform an alarm operation; The intelligent edge processing device also includes an intelligent helmet, which includes a searchlight, a shooting component, a communication component, a sensor group, a help button and a control chip, wherein: In response to detecting an opening operation on the smart helmet, the edge processing chip controls the searchlight to turn on; In response to detecting a start-up operation for the shooting component, the edge processing chip controls the shooting device included in the shooting component to perform a recording operation, and transmits the recorded video data to a memory included in the smart helmet; Controlling the receiving component to receive the alarm information sent by the intelligent edge operation device, and controlling the associated playback device to play the alarm information; receiving in real time at least one sensing data sent by the sensor group, and analyzing the at least one sensing data; In response to any sensor data among the at least one sensor data representing a dangerous operation, controlling an associated playback device to play corresponding sensor warning information, and controlling the communication component to send the sensor warning information to the intelligent edge operation device; In response to detecting a pressing operation on the emergency button, the communication component is controlled to send a preset emergency message to the intelligent edge operation device.

2. The intelligent edge operation device according to claim 1 further comprises a communication chip, wherein the communication chip is connected to a microphone and a speaker, wherein: In response to detecting human voice data, the microphone collects at least one audio data to obtain an audio data set; The communication chip sends the audio data set to the smart bracelet and the target server.

3. The intelligent edge operation device according to claim 1, wherein: The alarm component includes: a buzzer and an alarm light; And in response to the gas composition information satisfying any preset gas alarm condition in the preset gas alarm condition set, the detection chip controls the alarm component to perform an alarm operation, including: In response to the gas composition information satisfying any preset gas alarm condition in the preset gas alarm condition set, the detection chip controls the buzzer in the alarm component to start an alarm; The detection chip controls the alarm light included in the alarm component to turn on according to preset light configuration information.

4. An edge environment alarm method, applied to the intelligent edge operation device according to any one of claims 1 to 3, wherein: The intelligent edge operation device includes a touch screen, an edge processing chip and an alarm device, and the method includes: In response to detecting a start operation acting on the intelligent edge operation device, obtaining an operation configuration information set from a target server, wherein the operation configuration information in the operation configuration information set is pre-set information for configuring the intelligent edge operation device, including: alarm condition information, the alarm condition information is pre-set information for triggering an alarm operation; Controlling at least one associated information collection device to collect edge operation environment information and obtain an edge operation environment information set; Classify and process each piece of edge operation environment information included in the edge operation environment information set to generate a first environment information group and a second environment information group; Generate at least one first alarm information according to the alarm condition information set and the first environment information group included in the job configuration information set; Inputting the second environmental information group into a pre-trained environmental recognition model to obtain a recognition result; Generate at least one second warning information according to the recognition result, and send the at least one first warning information and the at least one second warning information to the touch screen so that the touch screen displays the at least one first warning information and the at least one second warning information; Performing an alarm operation according to the at least one first alarm information and the at least one second alarm information; The portable gas detector comprises: an alarm component, a power button, a gas sensor, a detection chip and a liquid crystal display, wherein: In response to detecting a power-on operation on the power button, the detection chip performs a preheating operation; In response to the completion of the preheating operation, the detection chip controls the gas sensor to collect ambient gas in real time, and analyzes the gas composition to obtain gas composition information; The detection chip sends the gas composition information to the liquid crystal display screen for display; In response to the gas composition information satisfying any preset gas alarm condition in the preset gas alarm condition set, the detection chip controls the alarm component to perform an alarm operation; The intelligent edge processing device also includes an intelligent helmet, which includes a searchlight, a shooting component, a communication component, a sensor group, a help button and a control chip, wherein: In response to detecting an opening operation on the smart helmet, the edge processing chip controls the searchlight to turn on; In response to detecting a start-up operation for the shooting component, the edge processing chip controls the shooting device included in the shooting component to perform a recording operation, and transmits the recorded video data to a memory included in the smart helmet; Control the receiving component to receive the alarm information sent by the intelligent edge operation device, and control the associated playback device to play the alarm information; receiving in real time at least one sensing data sent by the sensor group, and analyzing the at least one sensing data; In response to any sensor data among the at least one sensor data representing a dangerous operation, controlling an associated playback device to play corresponding sensor warning information, and controlling the communication component to send the sensor warning information to the intelligent edge operation device; In response to detecting a pressing operation on the emergency button, the communication component is controlled to send a preset emergency message to the intelligent edge operation device.

5. The method according to claim 4, wherein: The method further comprises: In response to receiving the device access request sent by the target server, acquiring device configuration information of the target access device, wherein the device configuration information includes an access protocol; Generate access data according to the access protocol included in the device configuration information and the networking information of the target access device; Determining device input information according to the access data; The device input information is filled into the generated device information input interface for storage.

6. An electronic device comprising: one or more processors; a storage device having one or more programs stored thereon, When the one or more programs are executed by the one or more processors, the one or more processors implement the method according to any one of claims 4 to 5.

7. A computer readable medium having a computer program stored thereon, wherein: When the program is executed by a processor, the method according to any one of claims 4 to 5 is implemented.

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