Risk operation area personnel monitoring method and related equipment

By monitoring their location and working status in real time on the smart terminal devices carried by staff in the disinfection supply center, analyzing and warning of potential risk events, the problem that staff dispersed management and health problems is not paid attention to, significantly reducing the incidence of accidents and Improve risk management efficiency.

CN119444527AInactive Publication Date: 2025-02-14TONGJI HOSPITAL ATTACHED TO TONGJI MEDICAL COLLEGE HUAZHONG SCI TECH
View PDF 0 Cites 0 Cited by

Patent Information

Application Number
CN202411370212.9
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-09-29
Publication Date
2025-02-14
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

It is difficult to manage staff in different operating areas in the disinfection supply center for dispersed management, and staff’s own health problems are not taken seriously, making accidents prone to accidents.

Method used

By monitoring their location information and working status in real time on the smart terminal devices carried by staff, analyzing the risk events in their working sub-region, and generating early warning messages in the case of matching.

Benefits of technology

The incidence of workplace accidents has been significantly reduced, and resources are allocated and utilized more effectively through systematic risk management, improving the monitoring and dispatching capabilities of head nurses and managers.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN119444527A_ABST
    Figure CN119444527A_ABST
Patent Text Reader

Abstract

The invention discloses a risk operation area personnel monitoring method and related equipment. The method comprises the steps that personnel position information of a risk operation area is monitored in real time based on intelligent terminal equipment carried by an operator, the risk operation area comprises a plurality of operation sub-areas, and each operation sub-area corresponds to different operation contents; according to the personnel position information, analyzing an operation sub-region where an operator is located to query operation contents corresponding to the operation sub-region, each operation content being associated with at least one risk event; and based on intelligent terminal equipment carried by an operator, acquiring a working state of the operator in the operation sub-region, and generating an early warning message under the condition that the working state is matched with the risk event corresponding to the operation sub-region. The problems that workers in all areas of the disinfection supply center are relatively dispersed, a head nurse is difficult to manage the whole workers, the health problems of the workers are not paid attention to, and accidents occur in the working period can be solved.
Need to check novelty before this filing date? Find Prior Art

Description

Technical Field

[0001] The embodiments of the present application relate to the field of smart medical care, and more specifically, the present invention relates to a personnel monitoring method and related equipment in risky operation areas. Background Art

[0002] The disinfection supply center has a detailed traceability system for the ten steps of cleaning, disinfection and sterilization of instruments, but the safety of the staff in each link has not been taken seriously. For example, the decontamination area has a lot of water stains, which is prone to falls; the sterilization area has large high-temperature sterilization equipment, which is prone to scalding incidents;

[0003] In addition, the health of the staff themselves has not been taken seriously. If an accident occurs during work, it is easy to cause disputes. According to the development and building layout requirements of the disinfection supply center, the existing staff has gradually increased, and the staff in each area are relatively scattered. The head nurse's management of the overall staff is also a key and difficult point. Summary of the invention

[0004] A series of simplified concepts are introduced in the Summary of the Invention, which will be further described in detail in the Detailed Description of the Invention. The Summary of the Invention does not mean to attempt to define the key features and essential technical features of the claimed technical solution, nor does it mean to attempt to determine the scope of protection of the claimed technical solution.

[0005] In order to solve the problem that the staff in each area of ​​the disinfection supply center are relatively scattered, the head nurse has great difficulty in managing the overall staff, and the staff's own health problems are not taken seriously. If an accident occurs during the working hours, in the first aspect, the present invention proposes a method for monitoring personnel in risky operation areas, the above method includes:

[0006] Based on the intelligent terminal device carried by the operator, real-time monitoring of the personnel location information in the risk operation area, the risk operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation content;

[0007] Analyze the operation sub-area where the operator is located according to the personnel location information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event;

[0008] The working status of the operating personnel in the working sub-area is collected based on the intelligent terminal device carried by the operating personnel, and a warning message is generated when the working status matches the risk event corresponding to the working sub-area.

[0009] Optionally, also include:

[0010] Generate a distribution map of operating personnel in the risky operation area based on the personnel location information of the risky operation area obtained by monitoring and the preset map data of the risky operation area;

[0011] Obtaining an operator dispatching instruction for a target operator issued by a user through the operator distribution map;

[0012] The operator dispatch instruction is sent to the smart terminal device carried by the target operator.

[0013] Optionally, the obtaining of the operator dispatching instruction for the target operator issued by the user through the operator distribution map includes:

[0014] Acquiring a user's click operation on an icon of a target worker through the worker distribution map;

[0015] Lock the icon and mouse position of the selected target operator;

[0016] The mobile terminal generates a worker dispatch instruction for a target worker based on the mouse position in the worker distribution map.

[0017] Optionally, also include:

[0018] Real-time monitoring of vital signs of personnel in risky operation areas based on the intelligent terminal devices carried by the operators;

[0019] When the working state matches the risk event corresponding to the operation sub-area and the vital sign information is abnormal, a warning message is generated.

[0020] Optionally, the abnormal event includes a needle stick event, and the smart terminal device is a wristband-type smart terminal device, further comprising:

[0021] The collecting of the position of the operator in the operation sub-area by the intelligent terminal device carried by the operator and generating a warning message when the working state matches the risk event corresponding to the operation sub-area include:

[0022] Monitoring acceleration data of the wristband-type intelligent terminal device;

[0023] When the acceleration data tends to have a step-like dynamic change, a warning message is generated.

[0024] Optionally, the abnormal event includes a fall event, the smart terminal device is a wristband-type smart terminal device, and the smart terminal device carried by the operator collects the working status of the operator in the working sub-area, and generates a warning message when the working status matches the risk event corresponding to the working sub-area, including:

[0025] Monitoring acceleration data and gyroscope data of the wristband-type intelligent terminal device;

[0026] In the event that the displacement path indicated by the acceleration data and the gyroscope data matches the fall displacement path, a warning message is generated.

[0027] Optionally, the risk event includes a no-job care event, and the method further includes:

[0028] Based on the location information of the workers in the work sub-area collected by the smart terminal devices carried by the workers, the current number of workers in the work sub-area associated with the no work supervision event is determined, and when the current number of workers is less than 2, an early warning message is generated.

[0029] In a second aspect, the present invention further provides a personnel monitoring device in a risky operation area, comprising:

[0030] A monitoring unit, used for real-time monitoring of personnel location information in a risky operation area based on a smart terminal device carried by an operator, wherein the risky operation area includes a plurality of operation sub-areas, each of which corresponds to different operation contents;

[0031] An analysis unit, configured to analyze the operation sub-area where the operator is located according to the personnel position information, so as to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event;

[0032] The early warning unit is used to collect the working status of the operating personnel in the working sub-area based on the intelligent terminal device carried by the operating personnel, and generate an early warning message when the working status matches the risk event corresponding to the working sub-area.

[0033] In a third aspect, an electronic device comprises: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor is used to implement the steps of the method for monitoring personnel in risky operation areas as described in any one of the first aspects above when executing the computer program stored in the memory.

[0034] In a fourth aspect, the present invention further proposes a computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor, the method for monitoring personnel in a risky operation area according to any one of the above items in the first aspect is implemented.

[0035] In summary, the personnel monitoring method for risky operation areas proposed in this application monitors the personnel location information of risky operation areas in real time based on the intelligent terminal device carried by the operator, and the risky operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation contents; the operation sub-area where the operator is located is analyzed according to the personnel location information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event; based on the intelligent terminal device carried by the operator, the working status of the operator in the operation sub-area is collected, and when the working status matches the risk event corresponding to the operation sub-area, an early warning message is generated. Thus, through real-time monitoring and early warning, the incidence of workplace accidents is significantly reduced. Systematic risk management allows resources to be allocated and utilized more effectively. Head nurses and managers can better monitor and adjust the distribution and tasks of staff, especially in large facilities with dispersed personnel.

[0036] The personnel monitoring method for risky operation areas of the present invention, and other advantages, objectives and features of the present invention will be reflected in part through the following description, and in part will also be understood by technicians in this field through research and practice of the present invention. BRIEF DESCRIPTION OF THE DRAWINGS

[0037] Various other advantages and benefits will become apparent to those of ordinary skill in the art by reading the detailed description of the preferred embodiments below. The accompanying drawings are only for the purpose of illustrating the preferred embodiments and are not to be considered as limiting the present specification. Also, the same reference symbols are used throughout the accompanying drawings to represent the same components. In the accompanying drawings:

[0038] Figure 1 A schematic diagram of a process flow of a method for monitoring personnel in a risky operation area provided in an embodiment of the present application;

[0039] Figure 2 A schematic diagram of the structure of a personnel monitoring device in a risky operation area provided in an embodiment of the present application;

[0040] Figure 3 A schematic diagram of the structure of an electronic device for monitoring personnel in risky operating areas provided in an embodiment of the present application. DETAILED DESCRIPTION

[0041] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments described herein can be implemented in an order other than that illustrated or described herein. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices. The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all of the embodiments.

[0042] In order to solve the problem that the staff in each area of ​​the disinfection supply center are scattered, the head nurse has difficulty in managing the overall staff, and the staff's own health problems have not been taken seriously. If an accident occurs during working hours, please refer to Figure 1 , is a flow chart of a method for monitoring personnel in risky operation areas provided in an embodiment of the present application, which may specifically include: steps S110 to S130.

[0043] S110, based on the smart terminal device carried by the operator, real-time monitoring of personnel location information in the risky operation area, wherein the risky operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation content.

[0044] For example, a smart terminal device (such as a smartphone or wearable device) is used to transmit the location information of employees in real time through Wi-Fi, Bluetooth or GPS technology. Multiple signal receiving points are set up in the disinfection supply center to ensure accurate positioning in the entire area. In this way, accurate location tracking of each staff member in the disinfection supply center is achieved, which helps to respond quickly in emergency situations. Improve the efficiency of safety management in the work area and reduce the risk of accidents.

[0045] S120, analyzing the operation sub-area where the operator is located according to the personnel position information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event.

[0046] For example, based on the real-time location information, the system automatically identifies the specific work sub-area where the employee is located. Each work sub-area is preset with detailed work content and a list of possible risk events. This enables managers to understand the work content and potential risks of staff in each area, so as to carry out targeted safety training and preventive measures. Optimize resource allocation, such as adding experienced employees to higher-risk areas.

[0047] S130, collecting the working status of the operating personnel in the working sub-area based on the smart terminal device carried by the operating personnel, and generating a warning message when the working status matches the risk event corresponding to the working sub-area.

[0048] For example, the smart terminal device not only monitors the location, but also collects work status information such as walking speed and dwell time. When the work status matches a risk event (such as staying in a slippery area for too long, which may cause a slip), the system automatically triggers an early warning message. In this way, the staff is warned to pay attention to safety in time to prevent accidents. Provide real-time data support for the head nurse or safety monitoring personnel, so that they can take quick measures to protect the safety of employees.

[0049] If a worker in the decontamination area of ​​the disinfection supply center has not moved for a long time and is in the slippery warning area, the system will automatically send an alarm to the worker and the monitoring center, indicating the risk of slipping, and notify nearby colleagues or managers to check the situation to ensure safety. This system not only improves the safety of the staff, but also improves work efficiency and the speed of accident response, and has a significant role in promoting the overall operational efficiency and safety management level of the hospital's disinfection supply center.

[0050] In summary, the personnel monitoring method for risky operation areas provided by the embodiment of the present application monitors the personnel location information of risky operation areas in real time based on the intelligent terminal device carried by the operator, wherein the risky operation area includes multiple operation sub-areas, and each operation sub-area corresponds to different operation contents; the operation sub-area in which the operator is located is analyzed according to the personnel location information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event; based on the intelligent terminal device carried by the operator, the working status of the operator in the operation sub-area is collected, and when the working status matches the risk event corresponding to the operation sub-area, an early warning message is generated. Thus, through real-time monitoring and early warning, the incidence of workplace accidents is significantly reduced. Systematic risk management allows resources to be allocated and utilized more effectively. Head nurses and managers can better monitor and adjust the distribution and tasks of staff, especially in large facilities with dispersed personnel.

[0051] Exemplary, it also includes monitoring of personal protection. For example, it can check whether the staff are dressed as required before entering each work area, such as whether they wear masks, round hats, waterproof clothing, gloves, etc. when entering the decontamination area. If not, the system will generate an alarm to remind the staff to dress as required; the system will query the vaccination status of the staff, and the system will automatically remind each staff member what vaccine needs to be vaccinated and when, to avoid missing vaccines.

[0052] Exemplarily, it also includes environmental safety monitoring, for example, monitoring the working area environment, including sound, light, dust and lint in the air, etc., to ensure that the environment meets regulatory requirements and is harmless to the staff.

[0053] For example, it also includes occupational protection monitoring. When monitoring shows that a worker is exposed to occupational hazards, on the one hand, the on-site images are transmitted to the computer in the safety dispatch room for supervision and rectification, and on the other hand, emergency response guidance is provided to the worker through on-site broadcasting, so that the worker can handle it quickly, reduce the occurrence of infection, and reduce the hazards and complications caused by occupational exposure, as well as the anxiety and tension of the worker. The system conducts traceable closed-loop management of the entire process of occupational hazards for the worker, conducts cause analysis, and formulates rectification measures.

[0054] According to some embodiments, further comprising:

[0055] Generate a distribution map of operating personnel in the risky operation area based on the personnel location information of the risky operation area obtained by monitoring and the preset map data of the risky operation area;

[0056] Obtaining an operator dispatching instruction for a target operator issued by a user through the operator distribution map;

[0057] The operator dispatch instruction is sent to the smart terminal device carried by the target operator.

[0058] Exemplarily, the personnel location information obtained by real-time monitoring and the preset map data (including the specific layout and characteristics of each operating area) are used to generate a distribution map of the operating personnel through the geographic information system (GIS) software. The distribution map can be updated in real time to reflect the current location of each operating personnel and the potential risks in the area. As a result, managers can see the distribution of personnel in the entire disinfection supply center at a glance, which is convenient for quick decision-making and resource allocation. Enhanced visual management of work area risks helps identify the gathering of overcrowded or high-risk areas. Managers or head nurses can issue dispatch instructions as needed by viewing the real-time distribution map of operating personnel. Dispatch instructions may include adjusting the distribution of personnel in various areas, emergency evacuation instructions, or the assignment of specific tasks. Improved management flexibility and response speed, especially when responding to emergencies or adjusting work priorities. Optimized the use of human resources to ensure that each area has appropriate manpower to deal with possible risks. Dispatch instructions are sent directly to smart terminal devices carried by target operators through the network, such as smart watches, mobile phones or other wearable devices. These devices will receive and remind operators about new work instructions or safety warnings in real time. This ensures that operators can receive the latest work instructions and safety warnings instantly, no matter where they are in the sterilization supply center. This increases operational flexibility and the safety of individual workers, and reduces misoperation and response delays through timely communication.

[0059] It is understandable that the above solution can not only monitor and warn, but also conduct efficient personnel dispatch and management in real time, significantly improving the operational efficiency and safety level of the disinfection supply center. By comprehensively utilizing real-time data and interactive management tools, managers can better control the workflow of the entire center, ensure employee safety and optimize work allocation.

[0060] In some examples, the obtaining of the operator dispatching instruction for the target operator issued by the user through the operator distribution map includes:

[0061] Acquiring a user's click operation on an icon of a target worker through the worker distribution map;

[0062] Lock the icon and mouse position of the selected target operator;

[0063] The mobile terminal generates a worker dispatch instruction for a target worker based on the mouse position in the worker distribution map.

[0064] Exemplarily, a user accesses the operator distribution map interface through a computer or mobile device. Through an intuitive graphical user interface (GUI), the user can see the location of each operator represented as an icon. The user clicks on the icon of a specific operator through a mouse or a touch screen. Thus, a direct and simple method is provided to select the target operator to be scheduled. The interactivity and controllability of the user in the management process are enhanced.

[0065] For example, once the target operator is selected, the system will automatically lock the icon of the operator with the current mouse position. This allows the user to adjust the position of the selected operator by moving the mouse, and the icon will follow the mouse. This ensures the accuracy and convenience of the user when performing scheduling operations. This makes the issuance of scheduling instructions more intuitive and easy to operate, and the user can see the visual feedback of the expected scheduling results in real time.

[0066] For example, based on the final position of the icon of the target operator moved by the user in the distribution map through mouse operation, the system automatically generates a scheduling instruction for the operator. The instruction includes the new position or task assignment, and other possible operation details. Thus, the user is allowed to directly "drag and drop" the distribution map to adjust the position or task of the operator, which greatly simplifies the scheduling process. This method enhances the accuracy of the instruction and the intuitiveness of the user's operation, thereby improving the efficiency and accuracy of the scheduling.

[0067] It is understandable that this enhanced interactive scheduling method provides users with powerful control capabilities and high operational convenience, making the personnel scheduling management of the disinfection supply center more efficient and accurate. In addition, through the intuitive graphical interface and user-friendly operation method, it can reduce operational errors and improve response speed and safety. The implementation of this technology effectively links modern information technology with daily operation management, providing important technical support for the operation of the hospital disinfection supply center.

[0068] In some examples, this also includes:

[0069] Real-time monitoring of vital signs of personnel in risky operation areas based on the intelligent terminal devices carried by the operators;

[0070] When the working state matches the risk event corresponding to the operation sub-area and the vital sign information is abnormal, a warning message is generated.

[0071] For example, the smart terminal devices carried by the workers, such as smart watches or health monitors, can monitor and transmit vital signs information such as heart rate and body temperature in real time. These devices are connected to the central monitoring system via a wireless network and upload vital signs data in real time. This allows health and safety monitoring personnel to obtain the health status of the workers in real time and detect potential health problems or physiological stress in a timely manner. In dangerous or high-pressure working environments, monitoring vital signs can help assess the adaptability and safety of employees.

[0072] Exemplarily, the system continuously analyzes the collected vital signs data and compares it with the risk event data of specific work sub-areas. When the work status data and vital signs information show abnormalities (such as abnormal increase in heart rate or abnormal change in body temperature) and match known risks (such as overheating risk in high temperature areas), the system automatically triggers an early warning message. As a result, the early warning system is more sensitive and specific, able to respond based on more comprehensive data, and improves the accuracy and timeliness of early warnings. Warnings are issued to operators and management as soon as health risks occur, so that timely intervention measures can be taken to reduce health hazards.

[0073] Take the monitoring of vital signs in the high-temperature sterilization area as an example. In the high-temperature sterilization area of ​​the hospital's disinfection supply center, workers may experience heat stress due to long-term exposure to high temperatures. Each employee who enters the high-temperature area wears a smart watch that can monitor body temperature and heart rate. The watch transmits data to the central monitoring system in real time. The system continuously monitors the received vital sign data, paying special attention to those indicators that may indicate heat stress, such as increased body temperature or increased heart rate. When the employee's vital sign data shows obvious abnormal changes and matches the risk of the high-temperature working environment, the system automatically issues an early warning. The early warning message is immediately sent to the mobile devices of the operator and the head nurse. The head nurse can make decisions quickly, such as adjusting the employee's working environment or arranging for a medical examination. In this way, the health of employees under extreme working conditions is not neglected, and possible health crises are discovered and responded to in a timely manner. By reducing health problems caused by environmental factors, the accident rate is reduced, and the safety of the overall working environment is improved. By monitoring vital signs in real time and combining work environment risks, this system provides a more comprehensive and accurate safety guarantee measure for the hospital's disinfection supply center to ensure the health and safety of employees.

[0074] In some examples, the abnormal event includes a needle stick event, the smart terminal device is a wristband-type smart terminal device, and further includes:

[0075] The collecting of the position of the operator in the operation sub-area by the intelligent terminal device carried by the operator and generating a warning message when the working state matches the risk event corresponding to the operation sub-area include:

[0076] Monitoring acceleration data of the wristband-type intelligent terminal device;

[0077] When the acceleration data tends to have a step-like dynamic change, a warning message is generated.

[0078] Exemplarily, a wristband-type smart terminal device is equipped with an accelerometer that can capture and record the movements and speed changes of the wearer's arm. The device continuously monitors and records acceleration data, especially in specific high-risk operation sub-areas, such as areas where sharp instruments are handled. As a result, real-time acceleration data provides the ability to detect rapid movements (such as possible acupuncture movements), thereby enabling early identification of potential dangers. Continuous monitoring of arm movements increases the sensitivity of the monitoring system and improves the timeliness of safety precautions.

[0079] Exemplarily, the system analyzes acceleration data to identify abnormal or step-like dynamic changes that may indicate a needle stick or other sudden arm movement. When such acceleration changes are detected, the system automatically triggers and sends an early warning message to the operator and manager. Thus, the detection of step-like dynamic changes allows the system to issue a warning as soon as a needle stick or similar event occurs, greatly reducing the risk of injury. The early warning message can ensure a quick response, such as calling for medical assistance or performing on-site first aid measures.

[0080] Take the real-time monitoring and response of needle stick incidents as an example. In the decontamination area of ​​the hospital's disinfection supply center, staff are responsible for cleaning and disinfecting medical instruments after surgery, including sharp surgical needles and blades. Staff wear wristband-type smart terminals that continuously monitor and record acceleration data. When staff handle sharp instruments, the system pays special attention to possible rapid movements. The system analyzes acceleration data in real time, looking for any sudden, large changes that may indicate a needle stick. Once such abnormal dynamic changes are detected, the system immediately generates and sends an early warning message to the staff and management's devices. Staff who receive the early warning can immediately check whether a needle stick has actually occurred. If so, they can quickly take countermeasures, such as wound treatment and necessary medical reports. As a result, the safety management of needle stick incidents is improved: real-time monitoring and rapid response reduce the possible injuries caused by needle stick incidents. Enhanced safety awareness of operators: the existence of the system and the early warning function make staff more cautious when handling sharp instruments. Optimized emergency response process: ensure that emergency situations such as needle sticks can be handled promptly and effectively. This acceleration monitoring and early warning system provides hospital sterile supply centers with an effective means to prevent and manage risks when handling sharp medical instruments, thereby protecting staff from injury and maintaining workplace safety.

[0081] In some examples, the abnormal event includes a fall event, the smart terminal device is a wristband-type smart terminal device, and the smart terminal device carried by the operator collects the working status of the operator in the working sub-area, and generates an early warning message when the working status matches the risk event corresponding to the working sub-area, including:

[0082] Monitoring acceleration data and gyroscope data of the wristband-type intelligent terminal device;

[0083] In the event that the displacement path indicated by the acceleration data and the gyroscope data matches the fall displacement path, a warning message is generated.

[0084] For example, the accelerometers and gyroscopes integrated in wristband-type smart terminal devices can monitor and record the user's dynamic motion data in real time, including speed changes and direction changes. These devices continuously track and analyze the wearer's body movements, especially when working in high-risk areas such as wet or uneven surfaces. As a result, real-time monitoring provides the ability to identify rapid body displacements and sudden changes in direction, which are typical characteristics of fall events. The device is able to comprehensively analyze acceleration and gyroscope data to more accurately determine whether a fall has occurred.

[0085] Exemplarily, the system is preset with typical action patterns of falls, which define the changes in acceleration and gyroscope data that may occur when a fall occurs. When the detected data matches the preset action pattern of a fall, the system determines it as a fall event and automatically triggers an early warning message. Thus, by accurately matching the action pattern of a fall, the system can quickly identify and respond at the moment of a fall, reducing the possibility of injury. The early warning message can immediately notify surrounding personnel or managers and quickly respond to emergencies, such as providing medical assistance.

[0086] Take the application of fall prevention monitoring system in decontamination area as an example. In the decontamination area of ​​the hospital's disinfection supply center, the ground is often slippery, which increases the risk of staff falling. All employees entering the decontamination area must wear wristband smart terminals with accelerometers and gyroscopes. These devices begin to monitor and record the body movements of people entering the area. The system analyzes the collected motion data in real time, especially the movements in slippery areas. Once data that matches the fall action pattern is detected, the system immediately identifies it as a fall event. The generated warning message is immediately sent to the smart devices of managers and nearby employees. The rapid response team can quickly arrive at the scene to provide necessary assistance and mitigate the damage. As a result, the injuries caused by falls are significantly reduced through real-time monitoring and timely warnings. The existence and function of the system ensure that accidents can be handled quickly and effectively in the event of an accident. In this way, the wristband smart terminal device not only provides information about the location of the staff, but also adds a layer of protection, allowing managers to monitor and protect the safety of the staff more effectively.

[0087] In some examples, the risk event includes a no-job care event, and the method further includes:

[0088] Based on the location information of the workers in the work sub-area collected by the smart terminal devices carried by the workers, the current number of workers in the work sub-area associated with the no work supervision event is determined, and when the current number of workers is less than 2, an early warning message is generated.

[0089] For example, intelligent terminal devices, such as smart phones or wearable devices, locate the specific location of each operator through GPS, Wi-Fi or Bluetooth technology. The system monitors the number of operators in specific operating sub-areas in real time. These areas are defined as high-risk and usually require multiple people to work at the same time. In this way, real-time monitoring of the number of people in the operating sub-areas is achieved to ensure that there are enough operators in each area and reduce the risks caused by working alone. Prevent unsupervised operations, that is, prevent employees from entering or working in high-risk areas alone without companions.

[0090] For example, when the system detects that the number of operators in a high-risk operation sub-area is less than 2, an early warning message is automatically triggered. The early warning message will be sent to the smart terminal devices of managers and relevant operators to remind them of the current safety risks. As a result, managers and operators are quickly notified of potential single-operation risks, so that measures can be taken quickly to adjust staffing or strengthen supervision. Improve the safety awareness and preventive measures of operators and reduce the accident rate. The system monitors the number of operators in a specific operation sub-area in real time to determine whether there is an unattended operation event, that is, one or fewer employees work alone in a high-risk area, which may require additional safety precautions. This function is particularly suitable for situations where the work risk is high and conventional safety regulations require at least two people to work together to ensure safety.

[0091] See also Figure 2 , an embodiment of the risk operation area personnel monitoring device in the embodiment of the present application may include:

[0092] A monitoring unit 21 is used to monitor the personnel location information of the risk operation area in real time based on the intelligent terminal device carried by the operator, wherein the risk operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation content;

[0093] The analysis unit 22 is used to analyze the operation sub-area where the operator is located according to the personnel position information, so as to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event;

[0094] The early warning unit 23 is used to collect the working status of the operating personnel in the working sub-area based on the intelligent terminal device carried by the operating personnel, and generate an early warning message when the working status matches the risk event corresponding to the working sub-area.

[0095] In summary, the risk operation area personnel monitoring device provided by the embodiment of the present application monitors the personnel position information of the risk operation area in real time based on the intelligent terminal device carried by the operator, and the risk operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation contents; the operation sub-area where the operator is located is analyzed according to the personnel position information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event; based on the intelligent terminal device carried by the operator, the working status of the operator in the operation sub-area is collected, and when the working status matches the risk event corresponding to the operation sub-area, an early warning message is generated. Thus, through real-time monitoring and early warning, the incidence of workplace accidents is significantly reduced. Systematic risk management allows resources to be allocated and utilized more effectively. Head nurses and managers can better monitor and adjust the distribution and tasks of staff, especially in large facilities with dispersed personnel.

[0096] like Figure 3 As shown, the embodiment of the present application further provides an electronic device 300, including a memory 310, a processor 320, and a computer program 311 stored in the memory 320 and executable on the processor. When the processor 320 executes the computer program 311, the steps of any of the above-mentioned methods for monitoring personnel in risky operation areas are implemented:

[0097] Based on the intelligent terminal device carried by the operator, real-time monitoring of the personnel location information in the risk operation area, the risk operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation content;

[0098] Analyze the operation sub-area where the operator is located according to the personnel location information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event;

[0099] The working status of the operating personnel in the working sub-area is collected based on the intelligent terminal device carried by the operating personnel, and a warning message is generated when the working status matches the risk event corresponding to the working sub-area.

[0100] Optionally, also include:

[0101] Generate a distribution map of operating personnel in the risky operation area based on the personnel location information of the risky operation area obtained by monitoring and the preset map data of the risky operation area;

[0102] Obtaining an operator dispatching instruction for a target operator issued by a user through the operator distribution map;

[0103] The operator dispatch instruction is sent to the smart terminal device carried by the target operator.

[0104] Optionally, the obtaining of the operator dispatching instruction for the target operator issued by the user through the operator distribution map includes:

[0105] Acquiring a user's click operation on an icon of a target worker through the worker distribution map;

[0106] Lock the icon and mouse position of the selected target operator;

[0107] The mobile terminal generates a worker dispatch instruction for a target worker based on the mouse position in the worker distribution map.

[0108] Optionally, also include:

[0109] Real-time monitoring of vital signs of personnel in risky operation areas based on the intelligent terminal devices carried by the operators;

[0110] When the working state matches the risk event corresponding to the operation sub-area and the vital sign information is abnormal, a warning message is generated.

[0111] Optionally, the abnormal event includes a needle stick event, and the smart terminal device is a wristband-type smart terminal device, further comprising:

[0112] The collecting of the position of the operator in the operation sub-area by the intelligent terminal device carried by the operator and generating a warning message when the working state matches the risk event corresponding to the operation sub-area include:

[0113] Monitoring acceleration data of the wristband-type intelligent terminal device;

[0114] When the acceleration data tends to have a step-like dynamic change, a warning message is generated.

[0115] Optionally, the abnormal event includes a fall event, the smart terminal device is a wristband-type smart terminal device, and the smart terminal device carried by the operator collects the working status of the operator in the working sub-area, and generates a warning message when the working status matches the risk event corresponding to the working sub-area, including:

[0116] Monitoring acceleration data and gyroscope data of the wristband-type intelligent terminal device;

[0117] In the event that the displacement path indicated by the acceleration data and the gyroscope data matches the fall displacement path, a warning message is generated.

[0118] Optionally, the risk event includes a no-job care event, and the method further includes:

[0119] Based on the location information of the workers in the work sub-area collected by the smart terminal devices carried by the workers, the current number of workers in the work sub-area associated with the no work supervision event is determined, and when the current number of workers is less than 2, an early warning message is generated.

[0120] Since the electronic device introduced in this embodiment is a device used to implement a personnel monitoring device in a risky operation area in the embodiment of the present application, based on the method introduced in the embodiment of the present application, technical personnel in this field can understand the specific implementation mode of the electronic device of this embodiment and its various variations. Therefore, how the electronic device implements the method in the embodiment of the present application is not introduced in detail here. As long as the equipment used by technical personnel in this field to implement the method in the embodiment of the present application is within the scope of protection of this application.

[0121] In the specific implementation process, when the computer program 311 is executed by the processor, it can achieve Figure 1 Any implementation method in the corresponding embodiment:

[0122] Based on the intelligent terminal device carried by the operator, real-time monitoring of the personnel location information in the risk operation area, the risk operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation content;

[0123] Analyze the operation sub-area where the operator is located according to the personnel location information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event;

[0124] The working status of the operating personnel in the working sub-area is collected based on the intelligent terminal device carried by the operating personnel, and a warning message is generated when the working status matches the risk event corresponding to the working sub-area.

[0125] Optionally, also include:

[0126] Generate a distribution map of operating personnel in the risky operation area based on the personnel location information of the risky operation area obtained by monitoring and the preset map data of the risky operation area;

[0127] Obtaining an operator dispatching instruction for a target operator issued by a user through the operator distribution map;

[0128] The operator dispatch instruction is sent to the smart terminal device carried by the target operator.

[0129] Optionally, the obtaining of the operator dispatching instruction for the target operator issued by the user through the operator distribution map includes:

[0130] Acquiring a user's click operation on an icon of a target worker through the worker distribution map;

[0131] Lock the icon and mouse position of the selected target operator;

[0132] The mobile terminal generates a worker dispatch instruction for a target worker based on the mouse position in the worker distribution map.

[0133] Optionally, also include:

[0134] Real-time monitoring of vital signs of personnel in risky operation areas based on the intelligent terminal devices carried by the operators;

[0135] When the working state matches the risk event corresponding to the operation sub-area and the vital sign information is abnormal, a warning message is generated.

[0136] Optionally, the abnormal event includes a needle stick event, and the smart terminal device is a wristband-type smart terminal device, further comprising:

[0137] The collecting of the position of the operator in the operation sub-area by the intelligent terminal device carried by the operator and generating a warning message when the working state matches the risk event corresponding to the operation sub-area include:

[0138] Monitoring acceleration data of the wristband-type intelligent terminal device;

[0139] When the acceleration data tends to have a step-like dynamic change, a warning message is generated.

[0140] Optionally, the abnormal event includes a fall event, the smart terminal device is a wristband-type smart terminal device, and the smart terminal device carried by the operator collects the working status of the operator in the working sub-area, and generates a warning message when the working status matches the risk event corresponding to the working sub-area, including:

[0141] Monitoring acceleration data and gyroscope data of the wristband-type intelligent terminal device;

[0142] In the event that the displacement path indicated by the acceleration data and the gyroscope data matches the fall displacement path, a warning message is generated.

[0143] Optionally, the risk event includes a no-job care event, and the method further includes:

[0144] Based on the location information of the workers in the work sub-area collected by the smart terminal devices carried by the workers, the current number of workers in the work sub-area associated with the no work supervision event is determined, and when the current number of workers is less than 2, an early warning message is generated.

[0145] It should be noted that in the above embodiments, the description of each embodiment has its own emphasis, and for parts that are not described in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0146] Those skilled in the art will appreciate that the embodiments of the present application may be provided as methods, systems, or computer program products. Therefore, the present application may adopt the form of a complete hardware embodiment, a complete software embodiment, or an embodiment in combination with software and hardware. Moreover, the present application may adopt the form of a computer program product implemented in one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that include computer-usable program code.

[0147] The present application is described with reference to the flowcharts and / or block diagrams of the methods, devices (systems), and computer program products according to the embodiments of the present application. It should be understood that each process and / or box in the flowchart and / or block diagram, as well as the combination of the processes and / or boxes in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded computer, or other programmable data processing device to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.

[0148] These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.

[0149] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operating steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing instructions for implementing the process. Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.

[0150] The present application also provides a computer program product, which includes computer software instructions. When the computer software instructions are executed on a processing device, the processing device is caused to execute the following Figure 1 The process of monitoring personnel in risky operation areas in the corresponding embodiment.

[0151] The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on the computer, the process or function according to the embodiment of the present application is generated in whole or in part. The computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable devices. The computer instructions can be stored in a computer-readable storage medium, or transmitted from one computer-readable storage medium to another computer-readable storage medium. For example, the computer instructions can be transmitted from a website site, a computer, a server or a data center by wired (e.g., coaxial cable, optical fiber, digital subscriber line (digital subscriber line, DSL)) or wireless (e.g., infrared, wireless, microwave, etc.) mode to another website site, computer, server or data center. The computer-readable storage medium can be any available medium that a computer can store or a data storage device such as a server or a data center that includes one or more available media integration. The available medium can be a magnetic medium, (e.g., a floppy disk, a hard disk, a tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a solid state drive (SSD)), etc.

[0152] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working processes of the systems, devices and units described above can refer to the corresponding processes in the aforementioned method embodiments and will not be repeated here.

[0153] In the several embodiments provided in the present application, it should be understood that the disclosed systems, devices and methods can be implemented in other ways. For example, the device embodiments described above are only schematic. For example, the division of units is only a logical function division. There may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be an indirect coupling or communication connection through some interfaces, devices or units, which can be electrical, mechanical or other forms.

[0154] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0155] In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.

[0156] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the various embodiments of the present application. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), disk or optical disk and other media that can store program codes.

[0157] The above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims

1. A method for monitoring personnel in risky operation areas, characterized in that: include: Based on the intelligent terminal device carried by the operator, real-time monitoring of the personnel location information in the risk operation area, the risk operation area includes multiple operation sub-areas, each operation sub-area corresponds to different operation content; Analyze the operation sub-area where the operator is located according to the personnel location information to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event; The working status of the operating personnel in the working sub-area is collected based on the intelligent terminal device carried by the operating personnel, and a warning message is generated when the working status matches the risk event corresponding to the working sub-area.

2. The method according to claim 1, characterized in that Also includes: Generate a distribution map of operating personnel in the risky operation area based on the personnel location information of the risky operation area obtained by monitoring and the preset map data of the risky operation area; Obtaining a worker dispatching instruction for a target worker issued by a user through the worker distribution map; The operator dispatch instruction is sent to the smart terminal device carried by the target operator.

3. The method according to claim 2, characterized in that The obtaining of the operator dispatching instruction for the target operator issued by the user through the operator distribution map includes: Acquiring a user's click operation on an icon of a target worker through the worker distribution map; Lock the icon and mouse position of the selected target operator; The mobile terminal generates a worker dispatch instruction for a target worker based on the mouse position in the worker distribution map.

4. The method according to claim 1, characterized in that Also includes: Real-time monitoring of vital signs of personnel in risky operation areas based on the smart terminal devices carried by the operators; When the working state matches the risk event corresponding to the operation sub-area and the vital sign information is abnormal, a warning message is generated.

5. The method according to claim 1, characterized in that The abnormal event includes a needle stick event, and the smart terminal device is a wristband-type smart terminal device, further comprising: The collecting of the position of the operator in the operation sub-area by the intelligent terminal device carried by the operator and generating a warning message when the working state matches the risk event corresponding to the operation sub-area include: Monitoring acceleration data of the wristband-type intelligent terminal device; When the acceleration data tends to have a step-like dynamic change, a warning message is generated.

6. The method according to claim 1, characterized in that The abnormal event includes a fall event, the smart terminal device is a wristband-type smart terminal device, and the smart terminal device carried by the operator collects the working status of the operator in the working sub-area, and generates a warning message when the working status matches the risk event corresponding to the working sub-area, including: Monitoring acceleration data and gyroscope data of the wristband-type intelligent terminal device; In the event that the displacement path indicated by the acceleration data and the gyroscope data matches the fall displacement path, a warning message is generated.

7. The method according to any one of claims 1 to 6, characterized in that The risk event includes a no-job care event, and the method further includes: Based on the location information of the workers in the work sub-area collected by the smart terminal devices carried by the workers, the current number of workers in the work sub-area associated with the no work supervision event is determined, and when the current number of workers is less than 2, an early warning message is generated.

8. A personnel monitoring device for risky operation areas, characterized in that: include: A monitoring unit, used for real-time monitoring of personnel location information in a risky operation area based on a smart terminal device carried by an operator, wherein the risky operation area includes a plurality of operation sub-areas, each of which corresponds to different operation contents; An analysis unit, used for analyzing the operation sub-area where the operator is located according to the personnel position information, so as to query the operation content corresponding to the operation sub-area, and each operation content is associated with at least one risk event; The early warning unit is used to collect the working status of the operating personnel in the working sub-area based on the intelligent terminal device carried by the operating personnel, and generate an early warning message when the working status matches the risk event corresponding to the working sub-area.

9. An electronic device, comprising: A memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor is used to implement the steps of the method for monitoring personnel in a risky operation area as described in any one of claims 1 to 7 when executing the computer program stored in the memory.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, a method for monitoring personnel in a risky operation area as described in any one of claims 1 to 7 is implemented.