A ward intelligent nursing management system
By utilizing the intelligent nursing management system in wards and leveraging big data analysis models and the allocation of nearby nursing resources, the problem of low efficiency in the traditional nursing model has been solved, enabling timely handling of nursing needs and improving patient satisfaction.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- THE FIRST AFFILIATED HOSPITAL ZHEJIANG UNIV COLLEGE OF MEDICINE
- Filing Date
- 2026-02-02
- Publication Date
- 2026-06-02
AI Technical Summary
Traditional ward nursing relies on manual operation, which is inefficient, slow in information transmission, and leads to a shortage of nurses, resulting in a decline in nursing quality, low patient satisfaction, and an inability to promptly address nursing needs and changes in patients' conditions.
The ward's intelligent nursing management system classifies and matches data through edge processing and nurse center processing modules, uses big data analysis models to identify nursing needs, prioritizes nursing tasks, and allocates nurse resources based on proximity, reducing nurses' movement and workload.
It has improved the efficiency of nursing work and patient satisfaction, reduced the workload of medical staff, and ensured the timely handling of nursing needs and monitoring of patients' conditions.
Smart Images
Figure CN122135903A_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of intelligent nursing, specifically to an intelligent nursing management system for hospital wards. Background Technology
[0002] Traditional ward nursing models rely heavily on manual operations, resulting in low efficiency, delayed information transmission, and high error rates. However, breakthroughs and developments in technologies such as the Internet of Things (IoT), big data, and artificial intelligence (AI) have provided technical support for the transformation of nursing management. For example, IoT technology enables the interconnection of medical equipment and systems, big data technology can mine and analyze massive amounts of clinical data to build risk prediction models for alerts, and AI technology can assist nurses in completing repetitive tasks, thus meeting patients' needs for diversified services.
[0003] However, with the increasing aging population and growing medical needs, nurses' workload is becoming increasingly heavy. Hospitals, considering factors such as cost, often cannot allocate enough nurses to meet actual needs, meaning one nurse may have to care for multiple patients simultaneously, making it difficult to provide adequate attention and care to each individual. Modern patients are highly concerned about their health and have higher expectations for the quality and effectiveness of nursing services, but a shortage of nurses often compromises the quality of care, leading to decreased patient satisfaction. Furthermore, in addition to delays in timely treatment procedures such as intravenous infusions, dressing changes, and nebulizer inhalation, a shortage of nurses may also prevent the close observation of each patient's condition and the timely reporting of abnormalities to doctors, thus affecting doctors' accurate assessment of the patient's condition and timely adjustment of treatment plans, prolonging the patient's treatment time.
[0004] Therefore, this invention provides an intelligent nursing management system for wards, which is used to classify and match nursing needs, ensure the timeliness of nurse staffing adjustments, improve nursing efficiency, and reduce the workload of medical personnel. Summary of the Invention
[0005] To address the aforementioned issues, this invention provides an intelligent nursing management system for wards, which matches nursing needs with available nurses, thereby improving nursing efficiency and patient satisfaction while reducing the workload of medical personnel.
[0006] To achieve the above objectives, the technical solution of the present invention is as follows: an intelligent nursing management system for wards, comprising an edge processing module and a nurse center processing module that establish communication connections with ward equipment, wherein the nurse center processing module is electrically connected to several communication modules; the edge processing module is used to classify and label the data types uploaded by ward equipment, classifying them into vital sign data, patient communication data, and monitoring feedback data according to the data types, and simultaneously, based on the data types, inputting them into a pre-trained big data analysis model to identify nursing needs, and then sending the nursing needs to the nurse center processing module;
[0007] The nurse center processing module is used to input and store the nurses and ward distribution maps corresponding to each communication module, and then mark the nurses' location data uploaded by the communication modules on the ward distribution map;
[0008] The nurse center processing module is also used to mark the auxiliary processing mode and manual processing mode of medical supplies based on nursing needs. Then, based on the ward location and nurse station location in the ward distribution map, it obtains the nursing needs at the current time according to the ward location, calculates the number of nursing tasks for each ward location, and sends priority execution instructions to the communication module according to the life-threatening impact of the nursing needs.
[0009] Next, based on the overlap between nurse location data and ward location, if nurse location data exists for the current ward location, the corresponding nursing needs are sent to the communication module corresponding to the nurse location data. If no nurse location data exists for the current ward location, the number of nursing tasks for each communication module is retrieved, and the number of nursing tasks is sorted in ascending order. The communication module with the fewest nursing tasks is marked as the control terminal, and the corresponding ward location and nursing needs are sent to the control terminal.
[0010] Furthermore, the nurse center processing module is also used to obtain the medical supplies auxiliary processing mode and manual processing mode corresponding to each nursing need when nurse location data exists in the current ward. If the nursing need has a medical supplies auxiliary processing mode, the nursing need corresponding to the medical supplies auxiliary processing mode will be displayed; if the nursing need has a medical supplies auxiliary processing mode, the nursing need will be sent to the communication module corresponding to the nurse location data.
[0011] Furthermore, when a nursing need exists in the medical supplies auxiliary processing mode, the nurse center processing module also checks whether nurse location data exists at the nurse station. If it does, the nursing need is sent to the communication module corresponding to the nurse location data. If it does not exist, the number of nursing tasks is sorted in ascending order, and the communication module with the smallest number of nursing tasks is marked as the transport end. The corresponding ward location and nursing need are then sent to the transport end for display.
[0012] Furthermore, the nurse center processing module is also used to check whether nurse location data exists at the nurse station when there is no nurse location data at the current ward location. If it exists, the nursing needs for the current ward location are sent to the communication module corresponding to the nurse location data. If it does not exist, the number of nursing tasks is sorted in ascending order, and the communication module with the smallest number of nursing tasks is marked as the control end. The corresponding ward location and nursing needs are then sent to the control end.
[0013] Furthermore, the nurse center processing module is also used to compare the number of nursing tasks with a set idle value when there is no nurse location data for the current ward location or the nurse station location. If the number of nursing tasks is greater than the idle value, a normal execution terminal is added to the communication module of the nursing task data; if the number of nursing tasks is less than the idle value, the communication module of the nursing task data is marked as a control terminal. If there is one or less control terminal, the corresponding ward location and nursing requirements are sent to the communication module with the smallest number of nursing tasks.
[0014] If there is more than one control terminal, calculate the distance between the nurse's location data corresponding to the control terminal and the current ward location. Compare the distance with the set movement value. If the distance is greater than the movement value, send a blank command to the corresponding control terminal; if the distance is less than the movement value, send the corresponding ward location and nursing needs to the corresponding control terminal.
[0015] Furthermore, the communication module is used to obtain the execution volume of nursing tasks at the current time, compare the execution volume with the set reminder volume, and if the execution volume is greater than the reminder volume, a temporary rest reminder confirmation is displayed. If the nurse confirms the temporary rest reminder, a standby command is sent to the nurse center processing module; if the nurse does not confirm the temporary rest reminder, an auxiliary nursing command is sent to the nurse center processing module.
[0016] Furthermore, the nurse center processing module is also used to mark the ward distribution map according to the number of nursing tasks and the ward location, and to create a heat map by darkening the color of the ward location based on the amount of nursing task data. Based on the heat map, the number of nursing staff in different ward locations is adjusted.
[0017] Furthermore, the nurse center processing module also includes a reassurance module, which is used to send a broadcast reminder instruction to the ward equipment corresponding to the current ward location when there is no nurse location data for the current ward location.
[0018] Furthermore, the edge processing module is also used to determine nursing needs based on the current time. If the nursing need is an operation that the patient can handle themselves, a guidance reminder instruction is sent to the corresponding ward equipment. If the nursing need is a risky operation for the patient, a priority instruction reminder is sent to the nurse center processing module, and a broadcast reminder instruction is sent to the corresponding ward equipment.
[0019] Furthermore, the nursing center processing module is also used to mark the busyness of nurses in the same time period of the previous day according to different time periods of the day, to obtain idle time periods and busy time periods. Then, it compares the current time with the idle time period and busy time period. If the current time is in an idle time period, a standby command is sent to the ward equipment; if the current time is in a busy time period, a notification reminder command is sent to the ward equipment.
[0020] The above approach has the following beneficial effects:
[0021] 1. In this solution, as patients continuously upload their nursing needs to the edge processing module via ward devices, the edge processing module categorizes and labels the ward devices according to their data types. This helps identify the basic type of nursing need corresponding to each ward device. By inputting the categorized data of the ward devices into the big data analysis model, nursing needs are accurately obtained. Furthermore, information based on the data types is correlated with the severity of life-threatening conditions. For example, abnormal situations detected by the ECG vital signs acquisition module can be pre-classified and executed according to the data uploaded by the ward devices through a pre-set program. This allows for adjustments to the response during the nursing needs analysis process, facilitating timely arrangements for nurses to handle the situation.
[0022] 2. This solution establishes a ward distribution map to confirm the locations of wards and nurse stations, and displays nurse location data in real time. This allows for timely determination of the distance of nurses from different wards and nurse stations at any given time. Based on the principle of proximity processing, it reduces the number of nurses simultaneously processing patients in the same area or ward, facilitating sequential processing of all areas of the ward and reducing situations where no nurses are available to provide care in certain areas. Furthermore, it minimizes the movement of nurses during relocation, thereby reducing the workload of medical staff and providing them with more time for nursing care.
[0023] 3. In this plan, during the allocation of nurses for nursing care, such as during the time when a concentrated infusion is needed at noon or in the evening, nurses may deliver infusions sequentially according to the distribution of wards based on their work schedule, reducing the absence of infusion work. Other wards often do not have nursing staff. Therefore, nurses are scheduled by the number of nursing tasks in each communication module, so that nurses with fewer nursing tasks are matched with nursing needs, thereby improving nursing work efficiency and patient satisfaction.
[0024] Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. Attached Figure Description
[0025] Figure 1 This is a schematic diagram of the framework of an embodiment of the intelligent nursing management system for wards of the present invention;
[0026] Figure 2 This is a schematic diagram of the framework connection of the nurse center processing module in an embodiment of the intelligent nursing management system for wards of the present invention. Detailed Implementation
[0027] The technical solution of the present invention will now be clearly and completely described with reference to the accompanying drawings. Obviously, the described embodiments are only some, not all, of the embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.
[0028] The following detailed description illustrates the specific implementation method:
[0029] Example 1:
[0030] As attached Figure 1 and Figure 2 As shown: An intelligent nursing management system for wards includes an edge processing module and a nurse center processing module that establish communication connections with ward equipment. In this embodiment, the ward equipment includes a multi-functional hospital bed, an infusion monitoring device, a ward call system, an electrocardiogram vital signs acquisition module, and an oxygen supply device, etc. The nurse center processing module is electrically connected to several communication modules. In this embodiment, the communication modules include, but are not limited to, tablet computers and mobile phone terminals, etc.
[0031] The edge processing module is used to classify and label the data types uploaded by the ward equipment. According to the data types, they are divided into vital sign data, patient communication data, and monitoring feedback data. At the same time, based on the data types, they are substituted into the pre-trained big data analysis model to identify nursing needs. In this embodiment, the pre-trained big data analysis model is existing technology, which will not be described in detail here. Nursing needs include emergency treatment for vital sign alarms, dressing changes, and removal of IV needles, etc. The nursing needs are then sent to the nurse center processing module.
[0032] The nurse center processing module is used to input and store the nurses and ward distribution maps corresponding to each communication module, and then mark the nurses' location data uploaded by the communication modules on the ward distribution map; then mark the auxiliary processing mode and manual processing mode of medical supplies based on nursing needs; then, based on the ward location and nurse station location in the ward distribution map, obtain the nursing needs at the current time according to the ward location, calculate the number of nursing tasks for each ward location, and send priority execution instructions to the communication module according to the life-threatening severity of the nursing needs.
[0033] For example, when patients continuously upload their nursing needs to the edge processing module through ward devices, the edge processing module classifies and labels them according to the data type of the ward devices to identify the basic type of nursing need corresponding to each device. By substituting the classified data of the ward devices into the big data analysis model, the nursing needs can be accurately obtained. At the same time, the information based on the data type feedback is related to the degree of life-threatening conditions. For example, abnormal situations reflected by the electrocardiogram vital signs acquisition module can be pre-classified and executed according to the data uploaded by the ward devices through a pre-set program to adjust the response during the nursing needs analysis process, so as to arrange nurses to handle the situation in a timely manner.
[0034] By establishing a ward distribution map, the locations of wards and nurse stations are confirmed, and nurse location data is displayed in real time. This allows for timely determination of the distance of nurses from different wards and nurse stations at any given time. Based on the principle of proximity, this reduces the need for a large number of nurses to simultaneously treat patients in the same area or ward, facilitating sequential treatment of all areas of the ward and reducing situations where no nurses are available to provide care in certain areas. Furthermore, it minimizes the amount of movement required during nurse relocation, thereby reducing the workload of medical staff and providing them with more time for nursing care.
[0035] The nurse center processing module then checks the overlap between nurse location data and ward location. If nurse location data exists for the current ward location, the corresponding nursing needs are sent to the communication module corresponding to the nurse location data. If nurse location data does not exist for the current ward location, the module retrieves the number of nursing tasks from each communication module, sorts the nursing tasks in ascending order, marks the communication module with the fewest nursing tasks as the control terminal, and sends the corresponding ward location and nursing needs to the control terminal.
[0036] For example, during the process of assigning nurses to provide care, such as during the time when intravenous infusions are needed at noon or in the evening, nurses may deliver the infusions sequentially according to the distribution of wards based on their work schedule, reducing the absence of infusion work. Other wards often do not have nursing staff. Therefore, by scheduling nurses based on the number of nursing tasks in each communication module, nurses with fewer nursing tasks can be matched with nursing needs, thereby improving nursing efficiency and patient satisfaction.
[0037] The nurse center processing module is also used to obtain the medical supplies auxiliary processing mode and manual processing mode corresponding to each nursing need when nurse location data exists in the current ward. If the nursing need has a medical supplies auxiliary processing mode, the nursing need corresponding to the medical supplies auxiliary processing mode will be displayed; if the nursing need has a medical supplies auxiliary processing mode, the nursing need will be sent to the communication module corresponding to the nurse location data.
[0038] For example, within the same ward, during the nursing process, nurses can determine whether the nursing needs generated in the current ward require assistance with medical supplies. If only manual assistance from the nurse is needed, the nursing needs are allocated to improve processing efficiency. For nursing needs that require assistance with medical supplies, the needs are displayed and processed in the nursing center's processing module, and other nurses are arranged to carry the medical supplies to care for the corresponding patients. This reduces the need for nurses in the current ward to return to the nurse station to retrieve medical supplies, thereby improving nursing efficiency.
[0039] The nurse center processing module is also used to check whether nurse location data exists at the nurse station when there is a medical supplies auxiliary processing mode for nursing needs. If it does, the nursing needs are sent to the communication module corresponding to the nurse location data. If it does not exist, the number of nursing tasks is sorted in ascending order, and the communication module with the smallest number of nursing tasks is marked as the transport end. The corresponding ward location and nursing needs are sent to the transport end for display.
[0040] For example, when a patient needs medical supplies for auxiliary treatment, the availability of nurses at the nursing station, or nurses retrieving medications, is checked. Nurses at the station then deliver the medications to the corresponding ward. If a nurse is available, they assist the nurse already in the ward. If a nurse has other duties, they deliver the medical supplies to the ward, reducing the need for the nurse in the original ward to return to the nursing station to retrieve medications. Other nurses can continue their own nursing work after delivering the supplies, thus improving overall nursing efficiency and reducing the workload of medical staff. Conversely, when no nurse is available at the nursing station, nursing requests are sent to nurses with fewer duties to reduce patient waiting time and improve patient satisfaction.
[0041] Example 2:
[0042] The difference from Embodiment 1 is that the nurse center processing module is also used to obtain whether nurse location data exists at the nurse station when there is no nurse location data at the current ward location. If it exists, the nursing needs at the current ward location are sent to the communication module corresponding to the nurse location data. If it does not exist, the number of nursing tasks is sorted in ascending order, and the communication module with the smallest number of nursing tasks is marked as the control end. The corresponding ward location and nursing needs are sent to the control end.
[0043] For example, when there are no nurses providing care in the current ward, the availability of nurses at the nurses' station can be used to adjust the allocation of care based on the nurses at the nurses' station, thereby matching patients' care needs with nursing staff and improving nursing efficiency and patient satisfaction. Conversely, when there are no nurses at the nurses' station, the availability of nursing tasks can be used to adjust the allocation of care based on the number of nursing tasks available, thereby matching nursing work with available nurses.
[0044] Example 3:
[0045] The difference from Embodiment 2 is that the nurse center processing module is also used to compare the number of nursing tasks with a set idle value when there is no nurse location data at the current ward location or the nurse station location. If the number of nursing tasks is greater than the idle value, a normal execution terminal is added to the communication module of the nursing task data; if the number of nursing tasks is less than the idle value, the communication module of the nursing task data is marked as a control terminal. If there is one or less control terminal, the corresponding ward location and nursing requirements are sent to the communication module with the smallest number of nursing tasks.
[0046] If there is more than one control terminal, calculate the distance between the nurse's location data corresponding to the control terminal and the current ward location. Compare the distance with the set movement value. If the distance is greater than the movement value, send a blank command to the corresponding control terminal; if the distance is less than the movement value, send the corresponding ward location and nursing needs to the corresponding control terminal.
[0047] For example, in the process of coordinating nurses to perform different nursing needs, since the nurses who are to complete all nursing needs are at different distances from the current ward, if the communication module with the minimum number of nursing tasks is used as the rated control terminal, the nurses who have traveled a long distance may have already completed all nursing needs. By acquiring the control terminal with nursing task data at the current time that is less than the idle value, the control can be arranged for the nurses who are closer to the ward to perform the control, so that the nurses who are farther away have time to rest and reduce the workload of medical staff.
[0048] Example 4:
[0049] The difference from Embodiment 3 is that the communication module is used to obtain the execution volume of the current nursing tasks, compare the execution volume with the set reminder volume, and if the execution volume is greater than the reminder volume, a temporary rest reminder confirmation is displayed. If the nurse confirms the temporary rest reminder, a standby command is sent to the nurse center processing module; if the nurse does not confirm the temporary rest reminder, an auxiliary nursing command is sent to the nurse center processing module.
[0050] For example, during repetitive nursing care, the communication module can proactively acquire the number of nursing tasks performed to remind nurses to take a break, and then acquire the nurses' subjective willingness to rest to pause the arrangement of nursing needs and provide nurses with a short rest time. For nurses who do not need to rest, auxiliary nursing instructions can be sent to arrange for them to assist other nurses in their work, reducing the nurses' workload and allowing them to take a short break during the nursing process.
[0051] Example 5:
[0052] The difference from Embodiment 4 is that the nurse center processing module is also used to mark the ward distribution map according to the ward location based on the number of nursing tasks, to darken the color of the ward location to create a heat map based on the amount of nursing task data, and to adjust the number of nursing staff in different ward locations based on the heat map.
[0053] For example, by creating heat maps, it is possible to identify the main distribution areas of patients at the current time, so as to control the nursing staff in different wards. By having multiple nurses provide simultaneous care in the same ward, collaborative nursing care can be achieved, thereby improving nursing efficiency and patient satisfaction.
[0054] Example 6:
[0055] The difference from Embodiment 5 is that the nurse center processing module also includes a reassurance module, which is used to send a broadcast reminder instruction to the ward equipment corresponding to the current ward location when there is no nurse location data for the current ward location.
[0056] For example, during busy periods, nurses can broadcast reminders to patients in the ward, providing advance feedback to reassure patients and their families, reducing patients' sense of urgency, and giving nurses buffer time to handle nursing work, thereby improving patient satisfaction.
[0057] The edge processing module is also used to determine nursing needs based on the current time. If the nursing need is a procedure that the patient can handle themselves, a guidance reminder instruction is sent to the corresponding ward equipment. If the nursing need is a risky procedure for the patient, a priority instruction reminder is sent to the nurse center processing module, and a broadcast reminder instruction is sent to the corresponding ward equipment.
[0058] For example, during patient care, proactive voice reminders can prompt family members or patients to perform simple tasks such as opening and closing medical devices or stopping IV infusions. This facilitates timely collection by nurses for subsequent tasks like needle removal and patch removal, reducing the workload of nurses in individual procedures and thus improving patient satisfaction. For higher-risk nursing procedures, priority instructions can be sent to the nursing center's processing module to promptly assign nurses to handle the situation, while simultaneously providing verbal reassurance to further enhance patient satisfaction.
[0059] Example 7:
[0060] The difference from Embodiment 6 is that the nurse center processing module is also used to mark the busyness of nurses in the same time period of the previous day according to different time periods of the day, to obtain idle time periods and busy time periods, and then compare the current time with the idle time period and busy time period. If the current time is in an idle time period, a standby command is sent to the ward equipment; if the current time is in a busy time period, a lecture reminder command is sent to the ward equipment.
[0061] By marking idle and busy periods based on historical nurse workload, proactive explanations are given during busy periods to help patients cooperate with nursing care, reduce patient anxiety, decrease nurses' workload, and thus improve nursing efficiency.
[0062] Obviously, the above embodiments are merely illustrative examples for clear explanation and are not intended to limit the implementation. Those skilled in the art will recognize that other variations or modifications can be made based on the above description. It is neither necessary nor possible to exhaustively list all possible implementations here. However, obvious variations or modifications derived therefrom are still within the scope of protection of this invention.
Claims
1. An intelligent nursing management system for wards, comprising an edge processing module and a nurse center processing module that establish communication connections with ward equipment, wherein the nurse center processing module is electrically connected to several communication modules; characterized in that, The edge processing module is used to classify and label the data types uploaded by the ward instruments. According to the data types, they are divided into vital signs data, patient communication data and monitoring feedback data. At the same time, based on the data types, they are substituted into the pre-trained big data analysis model to identify nursing needs, and then the nursing needs are sent to the nurse center processing module. The nurse center processing module is used to input and store the nurses and ward distribution maps corresponding to each communication module, and then mark the nurses' location data uploaded by the communication modules on the ward distribution map; The nurse center processing module is also used to mark the auxiliary processing mode and manual processing mode of medical supplies based on nursing needs. Then, based on the ward location and nurse station location in the ward distribution map, it obtains the nursing needs at the current time according to the ward location, calculates the number of nursing tasks for each ward location, and sends priority execution instructions to the communication module according to the life-threatening impact of the nursing needs. Then, based on the overlap between nurse location data and ward location, if nurse location data exists for the current ward location, the nursing needs corresponding to the ward location are sent to the communication module corresponding to the nurse location data; if nurse location data does not exist for the current ward location, the number of nursing tasks for each communication module is obtained, and the number of nursing tasks is sorted in ascending order. The communication module with the smallest number of nursing tasks is marked as the control end, and the corresponding ward location and nursing needs are sent to the control end.
2. The intelligent nursing management system for wards according to claim 1, characterized in that, The nurse center processing module is also used to obtain the medical supplies auxiliary processing mode and manual processing mode corresponding to each nursing need when nurse location data exists in the current ward. If the nursing need has a medical supplies auxiliary processing mode, the nursing need corresponding to the medical supplies auxiliary processing mode will be displayed; if the nursing need has a medical supplies auxiliary processing mode, the nursing need will be sent to the communication module corresponding to the nurse location data.
3. The intelligent nursing management system for wards according to claim 2, characterized in that, The nurse center processing module is also used to check whether nurse location data exists at the nurse station when there is a medical supplies auxiliary processing mode for nursing needs. If it does, the nursing needs are sent to the communication module corresponding to the nurse location data. If it does not exist, the number of nursing tasks is sorted in ascending order, and the communication module with the smallest number of nursing tasks is marked as the transport end. The corresponding ward location and nursing needs are sent to the transport end for display.
4. The intelligent nursing management system for wards according to claim 3, characterized in that, The nurse center processing module is also used to check if there is nurse location data at the nurse station when there is no nurse location data at the current ward location. If there is, the nursing needs at the current ward location are sent to the communication module corresponding to the nurse location data. If there is no, the number of nursing tasks is sorted in ascending order, and the communication module with the smallest number of nursing tasks is marked as the control end. The corresponding ward location and nursing needs are then sent to the control end.
5. The intelligent nursing management system for wards according to claim 4, characterized in that, The nurse center processing module is also used to compare the number of nursing tasks with the set idle value when there is no nurse location data in the current ward or nurse station. If the number of nursing tasks is greater than the idle value, a normal execution terminal is added to the communication module of the nursing task data. If the number of nursing task data is less than the idle value, the communication module of the nursing task data is marked as the control end. If there is one or less control end, the corresponding ward location and nursing needs are sent to the communication module with the smallest number of nursing tasks. If there is more than one control terminal, calculate the distance between the nurse's location data corresponding to the control terminal and the current ward location. Compare the distance with the set movement value. If the distance is greater than the movement value, send a blank command to the corresponding control terminal; if the distance is less than the movement value, send the corresponding ward location and nursing needs to the corresponding control terminal.
6. The intelligent nursing management system for wards according to claim 5, characterized in that, The communication module is used to obtain the number of nursing tasks executed at the current time, compare the number of executed tasks with the set number of reminders, and if the number of executed tasks is greater than the number of reminders, a temporary rest reminder confirmation is displayed. If the nurse confirms the temporary rest reminder, a standby command is sent to the nurse center processing module. If the nurse does not acknowledge the temporary rest reminder, an auxiliary nursing instruction is sent to the nurse center processing module.
7. The intelligent nursing management system for wards according to claim 6, characterized in that, The nurse center processing module is also used to mark the ward distribution map according to the number of nursing tasks and the ward location, to darken the color of the ward location based on the amount of nursing task data to create a heat map, and to adjust the number of nursing staff in different ward locations based on the heat map.
8. The intelligent nursing management system for wards according to claim 7, characterized in that, The nurse center processing module also includes a reassurance module, which is used to send a broadcast reminder instruction to the ward equipment corresponding to the current ward location when there is no nurse location data for the current ward location.
9. The intelligent nursing management system for wards according to claim 8, characterized in that, The edge processing module is also used to determine nursing needs based on the current time. If the nursing need is a procedure that the patient can handle themselves, a guidance reminder instruction is sent to the corresponding ward equipment. If the nursing need is a risky procedure for the patient, a priority instruction reminder is sent to the nurse center processing module, and a broadcast reminder instruction is sent to the corresponding ward equipment.
10. The intelligent nursing management system for wards according to claim 9, characterized in that, The nursing center processing module is also used to mark the busyness of nurses in the same time period of the previous day according to different time periods of the day, to obtain idle time periods and busy time periods. Then, it compares the current time with the idle time period and busy time period. If the current time is in an idle time period, a standby command is sent to the ward equipment; if the current time is in a busy time period, a lecture reminder command is sent to the ward equipment.