Intelligent management system and method for emergency equipment

Abstract

The invention relates to the technical field of hospital management, in particular to an intelligent management system and method for first-aid equipment, and the system comprises a charging base which is connected with the first-aid equipment and is used for locking the first-aid equipment and charging the first-aid equipment; the positioning module is used for storing the ID of the first-aid equipment and uploading positioning information; the reader base station is used for broadcasting the search information so as to obtain the positioning information of each first-aid device; the cloud server is connected with the reader base station and the charging base, and is used for acquiring the use frequency, the fault maintenance frequency and the maintenance date of each first-aid device, predicting the next fault date of each first-aid device based on a fault prediction model to obtain a prediction result, and maintaining the first-aid devices in advance based on the prediction result and the positioning information; and the control module is also used for controlling the charging base to release the lock catch and start the self-inspection program of each emergency device when receiving the rescue information, so that the emergency devices are ensured not to fail during use through reasonable and effective management, the rescue efficiency is improved, and more lives are saved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of hospital management, and in particular to an intelligent management system and method for emergency equipment. BACKGROUND

[0002] After daily use, the emergency equipment of a hospital is scattered and stored, and needs to be counted manually every day to prevent loss, which is time-consuming and labor-intensive. Moreover, as life-saving equipment, the emergency equipment needs to be kept in normal operation at all times, and if a fault occurs during use, it will adversely affect life safety.

[0003] Therefore, how to ensure that the rescue equipment does not malfunction during use is a technical problem that needs to be solved at present. SUMMARY

[0004] In view of the above problems, the present application provides an intelligent management system and method for emergency equipment which overcomes the above problems or at least partially solves the above problems.

[0005] In a first aspect, the present application provides an intelligent management system for emergency equipment, comprising:

[0006] a charging base connected to the emergency equipment, for locking the emergency equipment and charging the emergency equipment;

[0007] a positioning module provided on the emergency equipment, for storing the ID of the emergency equipment and uploading the positioning information;

[0008] a reader base station provided at various places in the hospital, for broadcasting a search signal to obtain the positioning information of each emergency equipment;

[0009] a cloud server connected to the reader base station and the charging base, for obtaining the use frequency, the number of fault maintenance and the maintenance date of each emergency equipment, and predicting the next fault date of each emergency equipment based on a fault prediction model to obtain a prediction result, and based on the prediction result and the positioning information, the emergency equipment is maintained in advance; and when receiving rescue information, the cloud server controls the charging base to release the lock and starts the self-checking program of each emergency equipment.

[0010] Preferably, the positioning module is specifically:

[0011] an RFID positioning module or a BLE positioning module.

[0012] Preferably, the emergency equipment includes any one or more of the following:

[0013] a defibrillator, a breathing machine, a suction device, an electrocardiogram monitor, a gastric lavage machine, a tracheal intubation device, an oxygen supply device, a cardiopulmonary resuscitation machine, a sputum suction device, a transport breathing machine, an infusion pump and an injection pump.

[0014] Preferably, the system further comprises:

[0015] A state monitoring module is arranged on the first-aid equipment and is in communication connection with the reader base station, and is used for monitoring the power state and the function state of the first-aid equipment, and when the power state is lower than a preset value or the function state is not complete, sending a first alarm information to the cloud server through the reader base station;

[0016] An indicator lamp is arranged on the first-aid equipment and is connected with the state monitoring module, and is used for indicating the light based on the power state and the function state of the first-aid equipment.

[0017] Preferably, the application further comprises:

[0018] A display terminal is connected with the reader base station and is used for displaying the distribution map of the first-aid equipment and marking the power state and the function state of the first-aid equipment.

[0019] Preferably, the cloud server is further used for:

[0020] Obtaining the use condition of each first-aid equipment;

[0021] Determining the historical use data peak value based on the use condition of each first-aid equipment;

[0022] Generating the position adjustment of each first-aid equipment based on the historical use data peak value.

[0023] Preferably, the application further comprises:

[0024] An environment monitoring module is arranged on the first-aid equipment and is in communication connection with the reader base station, and is used for monitoring the environment information around the first-aid equipment, and when the environment information does not meet the requirements, sending a second alarm information to the cloud server through the reader.

[0025] Preferably, the cloud server is further used for:

[0026] Based on the positioning information of each first-aid equipment, counting the first-aid equipment according to a preset time to determine the missing list of the first-aid equipment.

[0027] Preferably, the cloud server is further used for:

[0028] Formulating a routine maintenance plan based on the type of the first-aid equipment.

[0029] In the second aspect, the application further provides an intelligent management method of first-aid equipment, which is applied to the intelligent management system of first-aid equipment, wherein the charging base locks and charges the first-aid equipment, and the method comprises:

[0030] When the rescue information is received, the charging base is controlled to release the lock and start the self-checking program of each first-aid equipment;

[0031] After the first-aid equipment is put into use, the positioning information, use frequency, fault maintenance times and maintenance date of each first-aid equipment are acquired based on the broadcast search signal;

[0032] Based on the use frequency, fault maintenance times, maintenance date and fault prediction model, the next fault date of each first-aid equipment is predicted to obtain a preset result;

[0033] Based on the prediction result and the positioning information, the first-aid equipment is maintained in advance.

[0034] The one or more technical solutions in the embodiments of the present application have at least the following technical effects or advantages:

[0035] The present application provides a first-aid equipment intelligent management system, comprising: a charging base connected with the first-aid equipment, used for locking the first-aid equipment and charging the first-aid equipment; a positioning module arranged on the first-aid equipment, used for storing the ID of the first-aid equipment and uploading the positioning information; a reader base station arranged at each place in the hospital, used for broadcasting search information to acquire the positioning information of each first-aid equipment; a cloud server connected with the reader base station and the charging base, used for acquiring the use frequency, fault maintenance times and maintenance date of each first-aid equipment, predicting the next fault date of each first-aid equipment based on a fault prediction model to obtain a prediction result, and maintaining the first-aid equipment in advance based on the prediction result and the positioning information; and further used for releasing the lock buckle of the charging base and starting the self-checking program of each first-aid equipment when receiving a rescue information, so as to reasonably and effectively manage the first-aid equipment, ensure that the first-aid equipment does not appear fault during use, improve the rescue efficiency and save more lives. BRIEF DESCRIPTION OF DRAWINGS

[0036] Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The accompanying drawings are included to provide a description of the preferred embodiments and are not intended to limit the scope of the application. Moreover, the same reference numerals in different figures represent the same or similar components. In the drawings:

[0037] Figure 1 The structure schematic diagram of the first-aid equipment intelligent management system in the embodiments of the present application is shown;

[0038] Figure 2 The step flow schematic diagram of the first-aid equipment intelligent management method in the embodiments of the present application is shown. DETAILED DESCRIPTION

[0039] Exemplary embodiments of the present application will be described herein below with reference to the accompanying drawings. While exemplary embodiments of the present application are shown in the drawings, it is understood that the present application can be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the application to those skilled in the art.

[0040] Embodiment one:

[0041] The embodiments of the present application provide an intelligent management system for first-aid equipment, which comprises: Figure 1

[0042] a charging base 101 connected with the first-aid equipment, used for locking the first-aid equipment and charging the first-aid equipment.

[0043] a positioning module 102 arranged on the first-aid equipment, used for storing an ID of the first-aid equipment and uploading positioning information;

[0044] a reader base station 103 arranged at various places in a hospital, used for broadcasting search information to obtain a positioning signal of each first-aid equipment;

[0045] a cloud server 104 connected with the reader base station 103 and the charging base 101, used for obtaining a use frequency, a fault maintenance frequency and a maintenance date of each first-aid equipment, and predicting a next fault date of the first-aid equipment based on a fault prediction model to obtain a prediction result, and based on the prediction result and the positioning information, the first-aid equipment is maintained in advance; and the cloud server 104 is also used for, when receiving a rescue information, controlling the charging base 101 to release a lock and starting a self-checking program of each first-aid equipment.

[0046] In a specific embodiment, the first-aid equipment comprises a defibrillator, a breathing machine, a suction apparatus, an electrocardiograph monitor, a gastric lavage machine, a tracheal intubation device, an oxygen supply device, a cardiopulmonary resuscitation machine, a sputum suction device, a transfer breathing machine, an infusion pump and an injection pump. The first-aid equipment can be used by being connected with a power socket or by using a self-battery storage, and can be applied in multiple scenes and used directly without being connected with the power socket when urgently needed.

[0047] Moreover, the first-aid equipment has a fixed storage place and is locked and charged by the charging base 101. When the first-aid equipment is in an idle state, it can be charged by being connected with the charging base 101 for next use.

[0048] In daily use, when the cloud server receives a rescue signal, the lock between the charging base 101 and the corresponding first-aid equipment is unlocked to enable the corresponding first-aid equipment to quickly release the lock and be put into use.

[0049] ​Next, during the use of the emergency equipment, the current positioning information of the emergency equipment is sent to the reader base station 103 through the positioning module 102 arranged on the emergency equipment, so as to realize the positioning of the emergency equipment.

[0050] In a specific embodiment, the positioning module 102 can be an RFID positioning module or a BLE positioning module, and in addition, a UWB positioning module can also be used. RFID is radio frequency identification, which is a technology for wirelessly identifying and tracking objects or individuals using radio waves. BLE is Bluetooth Low Energy, which is a wireless communication technology designed for short-range interaction. UWB is a short-range wireless communication technology that uses short pulse radio waves to accurately determine the position and distance between objects.

[0051] In an alternative embodiment, the system further comprises:

[0052] A state monitoring module is arranged on the emergency equipment and is in communication connection with the reader base station, and is used to monitor the power state and function state of the emergency equipment, and when the power state is lower than the preset value or the function state is incomplete, the first alarm information is sent to the cloud server 104 through the reader base station 103.

[0053] An indicator light is arranged on the emergency equipment and is connected to the state monitoring module, and is based on the power state and function state of the emergency equipment to indicate by lighting.

[0054] The state monitoring module is connected to the battery of the emergency equipment for monitoring the power condition of the battery, and the state monitoring module is also connected to the processor of the emergency equipment, and the processor determines whether each function is normal according to the function self-checking of the emergency equipment.

[0055] When the power state is lower than the preset value or the function state is incomplete, the first alarm information is sent to the cloud server 104 through the state detection module and the reader base station 103, so as to prompt the maintenance personnel to charge and maintain as soon as possible.

[0056] The first alarm information can be displayed in multiple ways. First, at the emergency equipment end, the buzzer alarm prompt can be used, and second, the first alarm information is sent to the cloud server 104 and then pushed to the head nurse for pop-up display to remind the nurse. If the nurse does not receive the first alarm information in time, it can also be pushed to the nurse's mobile phone end. Through the layer-by-layer reminding method,

[0057] In order to make the current operator know the state of the emergency equipment, an indicator light is arranged on the emergency equipment, which is connected to the state detection module, so as to indicate by lighting yellow light when the power is insufficient, indicate by lighting red light when the function is incomplete, and indicate by lighting green light when the power is sufficient and the function is complete, so as to show that it is ready.

[0058] In an alternative embodiment, the system further comprises a display terminal connected to the reader base station 103, for displaying the distribution map of each emergency equipment, and corresponding marking of the power state and function state of each emergency equipment.

[0059] Each emergency equipment is positioned by the positioning module 102, and after the reader base station 103 broadcasts a search signal, the positioning information returned by each emergency equipment is received. The positioning is displayed on the planar map of the entire department.

[0060] After each emergency equipment is maintained, the number of maintenance times and the maintenance date can be transmitted to the cloud server 104 through the handheld terminal, so that the reader base station 103 uploads the number of maintenance times and the maintenance date to the cloud server 104 corresponding to different emergency equipment. The use frequency of the emergency equipment can be determined according to the positioning information and the positioning time length of the emergency equipment. Among them, the positioning information in the ward can record its use, from one bed to another bed in the ward, and the time length in the ward is longer than the single use time length. It can be determined to be used again. Thus, the use frequency and the number of maintenance times of each emergency equipment are obtained.

[0061] Next, the cloud server 104 predicts the next failure time based on the use frequency, the number of maintenance times and the maintenance date of the emergency equipment, based on the failure prediction model, to obtain a prediction result.

[0062] Specifically, the historical use frequency, the historical number of maintenance times of the historical emergency equipment, including the historical interval time length of the historical maintenance, and of course, the basic information of the emergency equipment, such as the model, the production date and other self information. Input these information into the neural network model (LSTM) for training, thereby obtaining the failure prediction model for predicting the next failure date.

[0063] Therefore, the use frequency, the number of maintenance times and the maintenance date of the current emergency equipment are input into the failure prediction model, thereby obtaining the next failure date.

[0064] Before the failure date arrives, based on the prediction result and the positioning information, the emergency equipment is maintained in advance. For example, maintenance can be performed 15 days or 10 days in advance to avoid subsequent use process failures.

[0065] In addition, the cloud server 104 is also used for:

[0066] Obtaining the use of each emergency equipment;

[0067] Based on the use of each emergency equipment, determining the historical use data peak value;

[0068] Based on historical use data peaks, the location of each emergency equipment is allocated.

[0069] For example, according to historical use data, the use rate of a defibrillator increases by 30% during the night shift period, so more defibrillators can be deployed to the corresponding department before the period arrives to facilitate their use.

[0070] In an optional embodiment, it further comprises an environmental monitoring module arranged on the emergency equipment and communicatively connected with the reader base station, for monitoring environmental information around the emergency equipment, and sending second alarm information to the cloud server 104 through the reader when the environmental information does not meet the requirements. The environmental monitoring module can be a photosensitive device or the like.

[0071] For example, the defibrillator needs to be stored in a light-proof environment, and if the environmental monitoring module detects that the surrounding environment does not meet the light-proof requirements, it sends second alarm information to the cloud server 104 through the reader base station 103 to prompt the maintenance personnel to place it in a light-proof place.

[0072] In an optional embodiment, the cloud server 104 is further configured to:

[0073] Based on the positioning information of each emergency equipment, the emergency equipment is counted at a predetermined time to determine the missing list of the emergency equipment.

[0074] The cloud server 104 counts the emergency equipment at a fixed time, thereby periodically determining the location of the emergency equipment, ensuring that the emergency equipment will not be missing, of course, when a missing is determined, it can be recalled in time to avoid delay in the next use.

[0075] In an optional embodiment, the cloud server 104 is further configured to:

[0076] Based on the type of emergency equipment, a routine maintenance plan is developed.

[0077] The cloud server 104 can not only effectively monitor the fault maintenance situation, but also avoid the failure of the emergency equipment through routine maintenance. For example, the emergency equipment of the breathing machine type needs to be replaced regularly. The oxygen supply equipment needs to be regularly supplied with oxygen, and the gastric lavage machine needs to be regularly disinfected, and other routine maintenance to ensure the safe use of the rescued.

[0078] The one or more technical solutions in the embodiments of the application have at least the following technical effects or advantages:

[0079] The application provides an intelligent management system for first-aid equipment, comprising: a charging base connected with the first-aid equipment, used for locking the first-aid equipment and charging the first-aid equipment; a positioning module arranged on the first-aid equipment, used for storing the ID of the first-aid equipment and uploading the positioning information; a reader base station arranged at various places in a hospital, used for broadcasting search information to obtain the positioning information of each first-aid equipment; and a cloud server connected with the reader base station and the charging base, used for obtaining the use frequency, the number of fault maintenance and the maintenance date of each first-aid equipment, predicting the next fault date of each first-aid equipment based on a fault prediction model to obtain a prediction result, and performing maintenance on the first-aid equipment in advance based on the prediction result and the positioning information; and used for controlling the charging base to release the lock buckle and starting the self-checking program of each first-aid equipment when receiving rescue information, so that the first-aid equipment is reasonably and effectively managed, the fault of the first-aid equipment during use is prevented, the rescue efficiency is improved, and more lives are saved.

[0080] Embodiment two

[0081] Based on the same inventive concept, the application further provides an intelligent management method for first-aid equipment, applied to the intelligent management system for first-aid equipment, wherein the charging base locks the first-aid equipment and charges the first-aid equipment, and the method comprises the following steps.

[0082] When receiving rescue information, the charging base is controlled to release the lock buckle, and the self-checking program of each first-aid equipment is started.

[0083] After the first-aid equipment is put into use, the positioning information, the use frequency, the number of fault maintenance and the maintenance date of each first-aid equipment are obtained based on the broadcast search signal.

[0084] The next fault date of each first-aid equipment is predicted based on the use frequency, the number of fault maintenance, the maintenance date and a fault prediction model to obtain a preset result.

[0085] The first-aid equipment is maintained in advance based on the prediction result and the positioning information.

[0086] In an optional embodiment, the method further comprises the following steps.

[0087] The use condition of each first-aid equipment is obtained.

[0088] The historical use data peak value is determined based on the use condition of each first-aid equipment.

[0089] The position of each first-aid equipment is adjusted based on the historical use data peak value.

[0090] In an optional embodiment, the method further comprises the following steps.

[0091] The first-aid equipment is counted based on the positioning information of each first-aid equipment to determine the missing list of the first-aid equipment.

[0092] In an alternative embodiment, further comprising:

[0093] Based on the type of first aid equipment, a routine maintenance plan is developed.

[0094] Embodiment three:

[0095] Based on the same inventive concept, the embodiment of the present application provides a computer readable storage medium, which stores a computer program, and the program is executed by a processor to realize the steps of the above-mentioned intelligent management method of first aid equipment.

[0096] The algorithms and displays presented herein are not inherently related to any particular computer, virtual system, or other apparatus. Various general purpose systems can be used with programs in accordance with the teachings herein, or it can prove convenient to construct more specialized apparatus to perform the required method steps. The required structure for a variety of these systems will be apparent from the description above. In addition, the present application is not intended to be limited to a particular programming language. It will be appreciated that there are many programming languages that can be used to implement the teachings herein, and any such programming language can be used in connection with the various aspects of the present application.

[0097] In the description provided herein, numerous specific details are set forth. However, it is understood that embodiments of the application can be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been described in detail in order to not obscure the understanding of this description.

[0098] Similarly, it is to be understood that the technical features of the application are sometimes alternately grouped together in a single embodiment, drawing, or description of certain embodiments of the application for brevity purposes. Indeed, the disclosure(s) has been presented in this manner simply for convenience and to more precisely in focus on one or more of the inventive aspects. It is not however intended to be interpreted to reflect a preference or a necessity to the application as claimed wherein each of the claims, taken individually or in combination with one or more other claims, is expressly incorporated into this Detailed Description, and the claims are hereby expressly defined to encompass all features that would be specifically recited by each claim taken individually or in combination with one or more other claims. Accordingly, the claims are hereby expressly incorporated into this Detailed Description, and the claims are hereby expressly defined to encompass all features that would be specifically recited by each claim taken individually or in combination with one or more other claims.

[0099] Those skilled in the art will appreciate that the modules in the apparatus in the embodiments can be adapted and placed in one or more apparatuses other than the embodiments. The modules or units or components in the embodiments can be combined into one module or unit or component, and furthermore can be divided into multiple sub-modules or sub-units or sub-components. Except that at least some of such features and / or processes or units are mutually exclusive, any combination of all the features disclosed in the specification (including the accompanying claims, abstract and drawings), and all the processes or units of any method or apparatus disclosed thus can be adopted. Unless explicitly stated otherwise, each feature disclosed in the specification (including the accompanying claims, abstract and drawings) can be replaced by an alternative feature providing the same, equivalent or similar function.

[0100] Furthermore, those skilled in the art will appreciate that a combination of features of different embodiments means within the scope of the present application and forms different embodiments, although some embodiments herein include certain features rather than others included in other embodiments. For example, in the detailed description, any one of the claimed embodiments can be used in any combination.

[0101] The various component embodiments of the present application can be implemented in hardware, or as software modules running in one or more processors, or in combination thereof. Those skilled in the art will appreciate that a microprocessor or a digital signal processor (DSP) can be used in practice to implement some or all of the functions of some or all of the components in the intelligent management system for emergency equipment according to the embodiments of the present application. The present application can also be implemented as a device or apparatus program (for example, a computer program and a computer program product) for executing part or all of the methods described herein. Such program implementing the present application can be stored on a computer readable medium, or can have the form of one or more signals. Such signals can be downloaded from an Internet website, or provided on a carrier signal, or provided in any other form.

[0102] It should be noted that the above-mentioned embodiments illustrate rather than limit the application, and that those skilled in the art will be able to design many alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The application can be implemented by means of both hardware and software, and any combination thereof. In a unitary claim, several devices or means can be listed, comprising means which can be implemented by one and the same hardware item. The use of the word "a" or "an" does not exclude the presence of a plurality of such elements, nor does it imply that a single element is to be used.

Claims

1. A first-aid equipment intelligent management system, characterized in that, The application relates to an emergency device management system. The system comprises: a charging base connected with the emergency device, used for locking the emergency device and charging the emergency device; a positioning module arranged on the emergency device, used for storing the ID of the emergency device and uploading the positioning information of the emergency device; a reader base station arranged at various places in a hospital, used for broadcasting a search signal to obtain the positioning information of each emergency device; 2. The system of claim 1, wherein, a cloud server connected with the reader base station and the charging base, used for obtaining the use frequency, fault maintenance frequency and maintenance date of each emergency device, and predicting the next fault date of each emergency device based on a fault prediction model to obtain a prediction result, and based on the prediction result and the positioning information, the emergency device is maintained in advance; and when rescue information is received, the cloud server controls the charging base to release the lock and starts a self-checking program of each emergency device. The positioning module is specifically an RFID positioning module or a BLE positioning module.

3. The system of claim 1, wherein, The emergency device comprises any one or more of the following: a defibrillator, a breathing machine, a suction device, an electrocardiogram monitor, a gastric lavage machine, a tracheal intubation device, an oxygen supply device, a cardiopulmonary resuscitation machine, a sputum suction device, a transfer breathing machine, an infusion pump and an injection pump.

4. The system of claim 1, wherein, The system further comprises: a state monitoring module arranged on the emergency device and in communication connection with the reader base station, used for monitoring the power state and the function state of the emergency device, and sending first alarm information to the cloud server through the reader base station when the power state is lower than a preset value or the function state is incomplete; an indicator lamp arranged on the emergency device and connected with the state monitoring module, used for indicating the power state and the function state of the emergency device based on the power state and the function state of the emergency device.

5. The system of claim 4, wherein, The system further comprises: a display terminal connected with the reader base station, used for displaying a distribution diagram of each emergency device and marking the power state and the function state of each emergency device.

6. The system of claim 1, wherein, The cloud server is further used for: obtaining the use condition of each emergency device; determining a historical use data peak value based on the use condition of each emergency device; generating a position adjustment of each emergency device based on the historical use data peak value.

7. The system of claim 1, wherein, The system further comprises: an environment monitoring module arranged on the emergency device and in communication connection with the reader base station, used for monitoring the environment information around the emergency device, and sending second alarm information to the cloud server through the reader when the environment information does not meet the requirements.

8. The system of claim 1, wherein, The cloud server is further used for: based on the positioning information of each emergency device, counting the emergency devices according to a preset time to determine a missing list of the emergency devices.

9. The system of claim 1, wherein, The cloud server is further used for: based on the type of the emergency device, formulating a routine maintenance plan.

10. An intelligent management method of first-aid equipment, applied to an intelligent management system of first-aid equipment, wherein, The charging base locks the emergency device and charges the emergency device, and the charging base is characterized in that: when rescue information is received, the charging base is controlled to release the lock and start a self-checking program of each emergency device; after the emergency device is put into use, the positioning information, the use frequency, the fault maintenance frequency and the maintenance date of each emergency device are obtained based on the broadcast search signal; the next fault date of each emergency device is predicted based on the use frequency, the fault maintenance frequency, the maintenance date and a fault prediction model to obtain a preset result; the emergency device is maintained in advance based on the prediction result and the positioning information.

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