CN113495822A - Medical equipment fault information management method, server and readable storage medium - Google Patents
Medical equipment fault information management method, server and readable storage medium Download PDFInfo
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- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
- G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
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Abstract
The application discloses a medical equipment fault information management method, a server and a computer readable storage medium, wherein the method comprises the following steps: acquiring equipment information, environmental parameter information and running state information sent by medical equipment; if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data; and reminding according to the first fault data. Through the mode, the fault information of the medical equipment can be managed, the basis for judging whether the fault is reminded is provided, and the guidance is provided for the improvement and the use of the medical equipment.
Description
Technical Field
The present application relates to the field of medical device management technologies, and in particular, to a medical device fault information management method, a server, and a computer-readable storage medium.
Background
Currently, medical devices are widely used In a wide range and In various environments, for example, IVD (In Vitro Diagnostic Products) devices are widely used throughout the country and even the world.
However, when a worker is researching and developing the IVD device and a test engineer is testing the IVD device, the worker cannot simulate the environmental parameters of all user devices, so that the IVD device may not be adapted to various environmental conditions, and therefore, the probability of the instrument failure increases, and the use efficiency and the detection accuracy of the device decrease.
Disclosure of Invention
In order to solve the above problems, the present application provides a method, a server, and a readable storage medium for managing medical device fault information, which can manage the fault information of the medical device, obtain relevant environmental factors and real-time environmental parameters that cause the medical device to have a fault, and obtain device information, environmental parameter information, and operating state information stored in association with each other, so as to facilitate fault notification and provide a basis for judging the fault, and provide guidance for improvement and use of the medical device.
The technical scheme adopted by the application is that the medical equipment fault information management method comprises the following steps: acquiring equipment information, environmental parameter information and running state information sent by medical equipment; if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data; and reminding according to the first fault data.
If the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, including: if the running state information comprises a fault code, determining a fault type according to the fault code; determining a target environment parameter corresponding to the fault type in the environment parameter information; and associating the fault code with the target environment parameter to obtain first fault data.
Wherein, remind according to first fault data and include: determining at least one of a fault reason, a severity and a solution of the corresponding fault code according to the fault code; sending at least one of a cause, severity, and resolution of the fault and the target environmental parameter for alerting.
Wherein, remind according to first fault data and include: acquiring historical fault data of the medical equipment according to the equipment information and the fault information; judging whether the probability of the similar faults occurring in the preset time is greater than the preset probability or not according to historical fault data; if so, acquiring second fault data of the medical equipment when the similar fault occurs in the preset time; and sending second fault data for reminding.
Wherein the environmental parameter information comprises at least one of temperature, pressure and humidity of the environment where the medical equipment is located;
the acquiring of the device information, the environmental parameter information and the operating state information sent by the medical device comprises: respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment; reminding according to the first fault data, comprising: analyzing the probability of the fault caused by each environmental factor and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data; obtaining a first environmental parameter value range of normally used medical equipment; and sending the first environment parameter value range for reminding.
After acquiring the device information, the environmental parameter information and the running state information sent by the medical device, the method further comprises the following steps: hospital department information of the medical equipment is set in an associated mode; and/or setting up faulty contact information for the medical device in association.
The environment parameter information comprises at least one of temperature, pressure and humidity of the environment where the medical equipment is located and geographical position information of the medical equipment; if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, including: if the running state information comprises fault information, determining a fault type corresponding to the fault information; and if the environment parameter information does not contain the target environment parameter corresponding to the fault type, acquiring the target environment parameter through a third-party interface according to the geographical position information, and associating the fault information with the target environment parameter to obtain first fault data.
The environment parameter information comprises at least one of temperature, pressure and humidity of the environment where the medical equipment is located and geographical position information of the medical equipment; the acquiring of the device information, the environmental parameter information and the operating state information sent by the medical device comprises: respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment; reminding according to the first fault data, comprising: analyzing the probability of causing the fault of each environmental parameter at different geographic positions and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data; obtaining a second environmental parameter value range of the medical equipment normally used in different geographic positions; and sending the second environment parameter value range for reminding.
Another technical solution adopted by the present application is to provide a server, including a processor and a memory connected to the processor; the memory is for storing program data and the processor is for executing the program data to implement any of the methods provided in the above aspects.
Another technical solution adopted by the present application is to provide a computer-readable storage medium for storing program data, which when executed by a processor, is used to implement any one of the methods provided in the above-mentioned solutions.
The beneficial effect of this application is: different from the situation of the prior art, the medical equipment fault information management method provided by the application comprises the steps of acquiring equipment information, environment parameter information and running state information sent by medical equipment; if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data; the medical equipment fault reminding method based on the first fault data has the advantages that the medical equipment fault information can be managed according to the first fault data, relevant environmental factors and real-time environmental parameters which cause the medical equipment to break down are obtained, the medical equipment fault reminding method based on the first fault data is beneficial to carrying out fault reminding and providing basis for judging faults, and guidance is provided for improvement and use of the medical equipment.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts. Wherein:
fig. 1 is a schematic flow chart of a first embodiment of a medical device fault information management method provided by the present application;
FIG. 2 is a schematic diagram of the present application relating to setting hospital department information for medical devices;
fig. 3 is a detailed flowchart of S12 in the first embodiment of the medical device fault information management method provided by the present application;
FIG. 4 is a flowchart illustrating a second embodiment of a method for managing medical device fault information provided by the present application;
FIG. 5 is a diagram illustrating the content of the mail sending the failure prompt according to the present application;
FIG. 6 is a flowchart illustrating a third embodiment of a method for managing medical device fault information provided by the present application;
FIG. 7 is a flowchart illustrating a fourth embodiment of a method for managing medical device fault information provided by the present application;
FIG. 8 is a flowchart of a fifth embodiment of a method for managing medical device fault information according to the present application;
fig. 9 is another schematic flow chart of a fifth embodiment of a medical device fault information management method provided by the present application;
FIG. 10 is a schematic diagram of the fault distribution displayed by a map according to the present application;
FIG. 11 is a schematic view of an information window displayed by a map according to the present application;
FIG. 12 is a schematic block diagram of an embodiment of a server provided by the present application;
fig. 13 is a schematic structural diagram of an embodiment of a readable storage medium provided in the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. It should be further noted that, for the convenience of description, only some of the structures related to the present application are shown in the drawings, not all of the structures. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the application. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.
Referring to fig. 1, fig. 1 is a schematic flowchart illustrating a first embodiment of a medical device fault information management method provided in the present application, which can be applied to a server, and the medical device fault information management method 100 includes:
s11: and acquiring equipment information, environmental parameter information and running state information sent by the medical equipment.
In this embodiment, a medical device is exemplified as an IVD device. It is understood that the fault information management method in the present embodiment may also be used for fault information management of other medical devices.
Optionally, the environmental parameter information may include at least one of a temperature, a pressure, and a humidity of an environment in which the medical device is located.
Optionally, the operational status information may include fault information to indicate that the IVD device is faulty when the IVD device is faulty.
Optionally, the operating state information may include confirmation information indicating that the IVD device is operating normally when there is no fault in the IVD device.
Optionally, the operation state information may further include the current measurement result, and when there is no fault in the IVD device, the operation state information may further include only the current measurement result.
In some embodiments, the IVD device has a communication function, and the IVD device may further be equipped with various sensors (e.g., a temperature sensor, a humidity sensor, a pressure sensor, etc.) to detect environmental parameters, and the IVD device may transmit the collected data, its own device information, and operating state information to the server. For example, the consumable consuming device is configured with a communication module (e.g., an IVD device can be equipped with a 4G or 5G module) for wireless transmission.
In some embodiments, the IVD device may register with a third party internet of things platform (e.g., a china mobile internet of things platform) when it is first powered on. The IVD equipment can send equipment information and environmental parameter information to a third-party Internet of things platform when being started every time. The IVD equipment uploads information such as running state information (which can comprise the current measured value), existing fault information, environmental parameter information and the like to a third-party Internet of things platform during each measurement; the third party internet of things platform can then send the information to the server.
It is understood that information specific to the IVD device may be used as the device information, and the server may identify different devices according to the specific information. For example, the device information may contain a device number. And then the third-party Internet of things platform pushes the equipment information to the medical equipment fault information management server, the medical equipment fault information management server stores the equipment information in a database and updates the equipment information to an equipment information display page in real time, and a user can view the corresponding page through a browser.
S12: and if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data.
And if the running state information comprises fault information, indicating that the IVD equipment has faults.
It is understood that information such as the type of failure associated with the failure information has been stored in the server.
In some embodiments, the fault type corresponding to the fault information may be found by accessing the database in the server, and if the fault is caused by abnormal environmental parameters at this time, the type of the environmental factor causing the fault may be determined by the fault type, so that the target environmental parameter corresponding to the fault type may be determined in the environmental parameter information, for example, the type of the environmental factor causing the fault is determined to be temperature, and the target environmental parameter is an environmental temperature value.
By associating the fault information with the target environment parameters to obtain the first fault data, the relevant environment factors (such as temperature reasons, humidity reasons or pressure reasons) and the real-time environment parameters (namely the target environment parameters) which cause the medical equipment to have faults can be obtained in time, so that the fault information of the medical equipment can be managed conveniently, and a basis is provided for improvement and use of subsequent equipment.
If the operating state information includes failure information indicating that the IVD device has a failure, S13 is performed. If the operating state information does not include the fault information, it indicates that there is no fault in the IVD device, and the process may return to step 11.
S13: and reminding according to the first fault data.
And reminding according to the first fault data, wherein the first fault data can be sent to a fault contact person by the medical equipment through mails, short messages and the like so that the fault contact person can know the occurrence of the fault and the target environment parameters causing the occurrence of the fault.
When the environmental parameters of the medical equipment are in fault, if the staff cannot find the fault and solve the fault in time, the bad measurement results are continuously increased, and the measurement results may influence the judgment of hospital users, so that misjudgment and medical accidents are caused. By reminding according to the first fault data, the fault contact person can be timely notified of the occurrence of the fault and a basis is provided for fault judgment, so that the fault of the instrument can be solved more smoothly, and the generation of bad results is reduced.
In the application, the equipment information, the environmental parameter information and the running state information can be stored in an associated manner.
And associating the equipment information, the environmental parameter information and the running state information sent by each IVD equipment during each measurement, and storing the associated equipment information, the environmental parameter information and the running state information into a database, so that a user can search and analyze the associated equipment information and provide guidance for improvement and use of medical equipment.
Different from the situation of the prior art, the medical device fault information management method 100 of the embodiment obtains the device information, the environmental parameter information and the operating state information sent by the medical device; if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data; the medical equipment fault reminding method based on the first fault data has the advantages that the medical equipment fault information can be managed according to the first fault data, relevant environmental factors and real-time environmental parameters which cause the medical equipment to break down are obtained, the medical equipment fault reminding method based on the first fault data is beneficial to carrying out fault reminding and providing basis for judging faults, and guidance is provided for improvement and use of the medical equipment.
Referring to fig. 2, fig. 2 is a schematic diagram of hospital department information related to setting medical devices according to the present application.
Optionally, the user may also select a piece of device information on the device information presentation page, click to modify the piece of device information, display a hospital department association page where the medical device is located, and associate and set hospital department information of the medical device. As shown in fig. 2, the user selects a piece of device information, the device number of which is M16C05630010, clicks the modified hospital department association page where the medical device is located, and the user can input the medical address and department through external devices such as a keyboard, so that the hospital department information of the medical device can be associated and set.
Referring to fig. 3, fig. 3 is a schematic flowchart illustrating a detailed process of S12 in the first embodiment of the medical device fault information management method according to the present application.
In this embodiment, on the basis of the embodiment of the medical device failure information management method 100, in step S12: if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, which may include:
s121: and determining at least one of the fault reason, the severity and the solution of the corresponding fault code according to the fault code.
In this embodiment, the fault information is a fault code, for example, 2056, and the fault type corresponding to the fault code can be obtained by searching in a database in the server.
S122: and determining a target environment parameter corresponding to the fault type in the environment parameter information.
S123: and associating the fault code with the target environment parameter to obtain first fault data.
In a specific embodiment, the database of the server stores basic information such as a fault type corresponding to the fault code, for example, a fault reason, a severity, and a corresponding solution. The basic information of the failure is stored in the server before the information transmitted by the medical equipment is acquired. After acquiring the device information, the environmental parameter information and the operating state information sent by the medical device, the server determines whether the operating state information includes fault information (such as fault codes), and if so, the fault information (such as fault codes) finds out at least one of fault reasons, severity and solutions corresponding to the fault codes.
The correspondence between the fault code and other relevant fault basic information is shown in table 1, for example:
TABLE 1
Wherein:
the failure types represent: 1-failure and temperature related; 2-failure is related to atmospheric pressure; 3-failure and humidity related; 0-failure is independent of environmental factors.
Severity represents: a-the instrument cannot be used normally; b-instruments can be used normally, but some measurement structures are incorrect; c-this fault does not affect the instrumentation.
The classification and cause of these faults can come from materials, test data, used by IVD equipment development engineers. For example:
1. when the material of the IVD equipment is selected, the temperature born by the XX component cannot exceed 30 ℃, and the component cannot be normally used or scrapped when the temperature exceeds 30 ℃; the classification of the fault is thus: 1 and the failure cause is: the XX component can bear the temperature which cannot exceed 30 ℃, and the component-changing device which exceeds 30 ℃ can not be normally used or scrapped.
2. When testing the IVD equipment, a test engineer finds that the equipment can be normally used within a certain temperature, and cannot be normally used beyond a certain temperature, for example, when the IVD equipment exceeds 30 ℃, the Cl (serum chlorine) detection value is abnormal; the fault type is thus found to be: 1, and the type of the environmental parameter corresponding to the fault is 1 is temperature, for example, the temperature exceeds 30 ℃, the Cl detection value is abnormal, and the Cl detection electrode is unstable.
It is understood that only a partial classification is exemplarily listed in table 1, and the actual classification may be more detailed and complicated.
Referring to fig. 4, fig. 4 is a schematic flowchart illustrating a second embodiment of a method for managing medical device fault information according to the present application.
In this embodiment, on the basis of one embodiment of the medical device failure information management method 100, step S13: reminding according to the first fault data, comprising:
s41: and determining at least one of the fault reason, the severity and the solution of the corresponding fault code according to the fault code.
As shown in table 1, the server may find out at least one of the cause, severity and resolution of the fault corresponding to the fault code according to the fault code.
S42: sending at least one of a cause, severity, and resolution of the fault and the target environmental parameter for alerting.
Steps S11 and S12 have the same or similar technical solutions as those in the above embodiments, and are not described herein.
It should be understood that, in step S42, the environmental parameter information may also be sent together, and the target environmental parameter therein may be highlighted or displayed separately to remind the user of the attention.
When the environmental parameters of the medical equipment are in fault, if the staff cannot find the fault and solve the fault in time, the bad measurement results are continuously increased, and the measurement results may influence the judgment of hospital users, so that misjudgment and medical accidents are caused. At least one of the fault reason, the severity and the solution and the target environment parameter are sent to remind, and a basis can be provided for judging the fault, so that the fault of the instrument can be solved more smoothly, and the generation of bad results is reduced.
Optionally, the information of the fault contact person of the medical equipment can be set in an associated manner so as to send information for fault reminding.
In a specific implementation manner, a user can check a corresponding page through a browser, and add fault contact information to the fault contact page, where the fault contact information may include a name, a telephone number, a mailbox, a province, whether to perform fault alarm or not, whether to send a short message prompt or not, and the like, and the province of the fault contact is consistent with the province of a hospital department associated with the equipment, so that the fault contact can maintain the equipment in time after receiving the fault prompt.
Referring to fig. 5, fig. 5 is a schematic diagram of mail content for sending a failure reminder according to the present application.
In some embodiments, if the operating status information includes a fault code, it may be determined that the medical device that sent the fault code has a fault, and after finding out at least one of a cause, a severity, and a solution of the fault code according to the fault code, the server may remind the faulty contact in a form of sending an email or a short message, so that after the faulty contact receives the email, a solution for solving the device fault may be prepared in advance according to the content of the email or the short message.
Referring to fig. 6, fig. 6 is a schematic flowchart illustrating a medical device fault information management method according to a third embodiment of the present application.
In this embodiment, on the basis of one embodiment of the medical device failure information management method 100, step S13: reminding according to the first fault data, comprising:
s61: and if the running state information comprises fault information, acquiring historical fault data of the medical equipment according to the equipment information and the fault information.
Because the data with the fault information is the fault data, the historical fault data of a certain medical device can be acquired through the joint query of the device information and the fault information.
S62: and judging whether the probability of the similar faults occurring in the preset time is greater than the preset probability or not according to the historical fault data.
Homogeneous faults refer to faults of consistent type, i.e. faults caused by the same kind of environmental factors.
In one embodiment, the probability of the homogeneous fault occurring within the preset time is analyzed, for example, such that: the total number of the operation state information sent by all the medical equipment is counted as A, the number B of faults (including fault information) existing in all the operation state information is counted, then the numbers B1, B2 and B3 of the fault information under each fault type (each fault type corresponds to the fault caused by the same environmental factor) are respectively calculated, the probability B1/A, B2/A, B3/A of the same type of fault occurring in the preset time can be obtained through analyzing the faults occurring in the operation state information, then the probability B1/A, B2/A, B3/A is respectively compared with the preset probability, and the fault type whether the probability occurring in the preset time is larger than the preset probability is obtained.
When the determination result of step S62 is yes, step S63 is executed; if the determination result is negative, step S12 is continuously executed, that is, the target environment parameter corresponding to the fault type of the fault information is determined in the environment parameter information, and the fault information and the target environment parameter are associated, and the fault information and the target environment parameter can be sent for prompting.
S63: and acquiring second fault data when the medical equipment has the same type of fault within a preset time.
If the probability that a certain fault occurs within the preset time is greater than the preset probability, it indicates that the environment where the medical equipment with the fault is located may not be suitable for the medical equipment to work normally. Specific data of the environmental parameters causing the faults can be obtained by obtaining target environmental parameters when the similar faults occur in the medical equipment within preset time, a plurality of first fault data are obtained by associating the fault information and the target environmental parameters when the similar faults occur each time, and the plurality of first fault data are used as second fault data.
S64: and sending second fault data for reminding.
In one embodiment, the failure information may be a failure code, and the server may find out at least one of a failure cause, a severity, and a solution corresponding to the failure code according to the failure code. And reminding according to the fault information and the target environment parameters, wherein at least one of fault reasons, severity and solving measures, the target environment parameters and fault time of each fault are sent to a fault contact person for reminding.
In a specific embodiment, if the medical device measured this time has a fault, historical fault data of the medical device may be queried through the device information (which may be a device number) fault information (which may be a fault code), and if the probability that the fault occurs this time within a preset time (for example, within the last two days) is high (for example, 3 times are accumulated within two days), the system may query target environment parameters for which the fault exists on the two days, and send second fault data to a corresponding fault contact, where mail content may be as shown in fig. 5. After the fault contact receives the mail, a scheme for solving equipment fault can be prepared in advance according to the mail content; if such a situation occurs frequently with the device; the faulty contact can also guide the user through the mail content, for example, if some faults occur frequently due to overhigh temperature, the user can be trained to reduce the indoor temperature when using the equipment.
Referring to fig. 7, fig. 7 is a schematic flowchart illustrating a fourth embodiment of a method for managing medical device fault information according to the present application.
In this embodiment, on the basis of any embodiment of the medical device fault information management method 100, the environmental parameter information includes at least one of temperature, pressure and humidity of an environment where the medical device is located.
Step S11: acquiring equipment information, environmental parameter information and running state information sent by medical equipment, wherein the equipment information, the environmental parameter information and the running state information comprise:
s71: and respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment.
In the present embodiment, a plurality means two or more.
Step S12: if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, including:
s72: and if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain a plurality of first fault data.
Step S13: reminding according to the first fault data, comprising:
s73: and analyzing the probability of the fault caused by each environmental factor and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data.
In one embodiment, according to the first failure data, the probability of failure caused by each environmental factor is analyzed as follows: the total number of the operation state information sent by all the medical equipment is counted to be A, the number B of faults (including fault information) existing in all the operation state information and target environment parameters corresponding to fault types of the fault information when faults occur each time are counted, and the numbers B1, B2 and B3 of the fault information under each fault type (each fault type corresponds to faults caused by the same environmental factor) are respectively calculated, so that the probability B1/A, B2/A, B3/A of faults caused by each environmental factor can be obtained through analysis of the faults occurring in the operation state information.
In one embodiment, if the probability of failure due to environmental factors is high (exceeds a preset value), the development can be designed for the environmental factors when the IVD device is designed and developed. For example: the use environment temperature of the equipment is 10-30 ℃ in design, so the temperature resistance of the selected material of the equipment is generally about 10-30 ℃, but the temperature of the equipment is not all at the ideal room temperature (temperature in design) in the actual use process, more than 5% of measurement results are obtained through the analysis of an IVD equipment environment parameter system, and a certain component a cannot normally operate or is damaged because the temperature is higher than the design temperature, at the moment, the research and development can refer to the result, and a component b with higher temperature resistance is selected to replace the component a, so that the failure probability of the IVD equipment is reduced, and the equipment quality is improved; the waste of IVD consumables is reduced to practice thrift the cost.
The corresponding range of the target environmental parameters is a set of values of the corresponding target environmental parameters when a fault occurs due to the same environmental factor. For example: the design considers that the use environment temperature of the equipment is 10-30 ℃, so the temperature resistance of the selected material used by the equipment is generally about 10-30 ℃, but in the actual use process, the equipment is in the temperature range of 0-8 ℃ or 32-40 ℃, and the fault can be caused due to the overhigh or overlow environment temperature, so that the fault can be caused due to the environment factors when the temperature value ranges of 0-8 ℃ and 32-40 ℃.
S44: a first environmental parameter value range for normal use of the medical device is obtained.
The first environmental parameter value range of the medical device in normal use refers to a set of values of the corresponding target environmental parameters when no failure occurs due to an environmental factor or when no failure occurs due to a certain environmental factor. For example: the use environment temperature of the equipment is 10-30 ℃ in design, so the temperature resistance of the selected material used by the equipment is generally about 10-30 ℃, but the temperature of the equipment in the actual use process is in the numerical range of 8-32 ℃, the equipment cannot be failed due to the reason of the environment temperature, and the temperature numerical range of the normally used medical equipment is 8-32 ℃.
S45: and sending the first environment parameter value range for reminding.
In some embodiments, when the server accumulates data of the environmental parameters and the failure information uploaded by a large number of medical devices, because the device information, the environmental parameter information, and the operating state information acquired at each measurement are stored in association, the server may retrieve the environmental parameter information of normal data (here, data without failure and data with failure but not due to environmental factors) in the database. Therefore, the range of the reasonable environmental factors, namely the numerical range of the first environmental parameter, is analyzed and sent to the working personnel, and the working personnel are guided to train the use habits of the user.
Referring to fig. 8, fig. 10 and fig. 11 in combination, fig. 8 is a schematic flow chart of a fifth embodiment of a medical device fault information management method according to the present application. Fig. 10 is a schematic diagram of the fault distribution displayed by a map according to the present application. Fig. 11 is a schematic view of an information window displayed by a map according to the present application.
In this embodiment, on the basis of any embodiment of the medical device fault information management method 100, the environmental parameter information includes at least one of temperature, pressure and humidity of an environment where the medical device is located, and geographical location information (including longitude and latitude) of the medical device.
Step S12: if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, which may include:
s124: and if the running state information comprises fault information, determining a fault type corresponding to the fault information.
S125: and if the environment parameter information does not contain the target environment parameter corresponding to the fault type, acquiring the target environment parameter through a third-party interface according to the geographical position information, and associating the fault information with the target environment parameter to obtain first fault data.
Steps S11 and S13 have the same or similar technical solutions as those in the above embodiments, and are not described herein.
If the environment parameter information does not contain the target environment parameter corresponding to the fault type, it indicates that when the IVD device may not be able to upload the measured environment parameter information due to some faults (such as temperature sensor faults, etc.), the IVD device fault distribution system will query the environment parameter information through interfaces of the chinese meteorological office or other third parties according to the provincial city where the device is located and store the information in the database.
In one embodiment, referring to fig. 10, the medical device fault information management server stores the fault information in a database and updates the fault information to a fault distribution page in real time, and a user can view the corresponding page through a browser. As shown in fig. 10, the page shows all currently failed IVD devices, one label represents a hospital, and clicking the label pops up an information window, as shown in fig. 11, the information window shows the name of the hospital and the numbers (hyperlinks) of all failed devices in the hospital; a map plug-in of a third party (such as a Baidu map) can be adopted by the IVD equipment fault distribution system when a map is drawn, the IVD equipment fault distribution system only needs to transmit geographic position information parameters of equipment to the map plug-in of the third party, the map plug-in of the third party draws marks on the map according to the geographic position information (longitude and latitude), the marks represent the positions of the IVD equipment on the map, the colors of the marks with different fault severity degrees are different (such as red for serious and orange for serious and yellow for common fault), and different colors can be displayed only by transmitting color values together when the geographic position information is transmitted. Clicking an equipment number hyperlink of an information window, jumping to an equipment fault information page, and displaying the latest fault information of the IVD equipment and information of provinces, cities, hospitals, departments and the like of the IVD equipment on the fault information page; the fault information comprises fault time, fault reasons, solution measures, fault severity and the like; if the fault is generated due to environmental factors, the environmental parameters corresponding to the fault are also displayed to guide workers to solve the fault, and the method has guiding significance for training hospital users.
If the environmental parameter information includes the target environmental parameter corresponding to the failure type, the process proceeds to step S13.
Referring to fig. 9, fig. 9 is another schematic flow chart of a fifth embodiment of a medical device fault information management method according to the present application.
In this embodiment, on the basis of any embodiment of the medical device fault information management method 100, the environmental parameter information includes at least one of temperature, pressure, and humidity of an environment where the medical device is located, and geographical location information of the medical device.
Step S11: acquiring equipment information, environmental parameter information and running state information sent by medical equipment, wherein the equipment information, the environmental parameter information and the running state information comprise:
s91: and respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment.
The IVD equipment is generally wide in application range, extends nationwide and even worldwide, and due to the fact that differences of environmental parameters (temperature, pressure and humidity) in different regions are large, the relation between the environmental parameters and faults in different geographic positions is analyzed, so that the IVD equipment capable of adapting to different environments is designed, the quality of the IVD equipment is improved, and cost is saved. For example, when the humidity in the air of a certain place is high, some components in the IVD equipment can be greatly shortened in service life or cannot be used, the components with high humidity resistance can be selected for the IVD equipment in the geographic range, and the components used in other regions are unchanged, so that the quality of the IVD equipment can be improved, and the cost of the IVD equipment can be reduced.
In one embodiment, when the IVD device failure distribution system receives more data, the system can analyze the relationship between the failure information sent by the device and the environmental parameters according to the region (divided according to the geographical location), and then feed the result back to the IVD developer to improve the quality of the IVD device. If the humidity of province A is in a proper range throughout the year, the instrument can be normally used, and the humidity of another province is higher, the instrument often fails due to the humidity, so that materials which can adapt to the humidity of the location can be selected when the materials are selected for the IVD equipment at the place with higher humidity, or special treatment such as drying agent is carried out on the IVD equipment at the place.
Step S12: if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, including:
s92: and if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain a plurality of first fault data.
Step S13: reminding according to the first fault data, comprising:
s53: and analyzing the probability of causing the fault of each environmental parameter at different geographic positions and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data.
S54: a second range of environmental parameter values is obtained for normal use of the medical device at the different geographic locations.
S54: and sending the second environment parameter value range for reminding.
In some embodiments, when the server accumulates and receives data of environmental parameters and failure information uploaded by a large number of medical devices, because the device information, the environmental parameter information, and the operating state information acquired at each measurement are stored in association, the server may retrieve environmental parameter information of normal data (here, data without failure and data with failure but not due to environmental factors) in the database; therefore, the range of the reasonable environmental factors, namely the numerical range of the second environmental parameter, at different geographic positions is obtained through analysis, and the range is sent to the working personnel, so that the working personnel are guided to train the use habits of the user.
Referring to fig. 12, fig. 12 is a schematic structural diagram of a server according to an embodiment of the present disclosure.
acquiring equipment information, environmental parameter information and running state information sent by medical equipment;
if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data;
and reminding according to the first fault data.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: if the running state information comprises a fault code, determining a fault type according to the fault code; and determining a target environment parameter corresponding to the fault type in the environment parameter information, and associating the fault code with the target environment parameter to obtain first fault data.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: determining at least one of a fault reason, a severity and a solution of the corresponding fault code according to the fault code; sending at least one of a cause, severity, and resolution of the fault and the target environmental parameter for alerting.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: if the running state information comprises fault information, acquiring historical fault data of the medical equipment according to the equipment information and the fault information; judging whether the probability of the similar faults occurring in the preset time is greater than the preset probability or not according to historical fault data; if so, acquiring second fault data of the medical equipment when the similar fault occurs in the preset time; and sending second fault data for reminding.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment; analyzing the probability of the fault caused by each environmental factor and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data; obtaining a first environmental parameter value range of normally used medical equipment; and sending the first environment parameter value range for reminding.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: hospital department information of the medical equipment is set in an associated mode; and/or setting up faulty contact information for the medical device in association.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: if the running state information comprises fault information, determining a fault type corresponding to the fault information; and if the environment parameter information does not contain the target environment parameter corresponding to the fault type, acquiring the target environment parameter through a third-party interface according to the geographical position information, and associating the fault information with the target environment parameter to obtain first fault data.
Optionally, when the processor 210 is used to execute the program data, the following method is further implemented: respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment; analyzing the probability of causing the fault of each environmental parameter at different geographic positions and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data; obtaining a second environmental parameter value range of the medical equipment normally used in different geographic positions; and sending the second environment parameter value range for reminding.
Referring to fig. 13, fig. 13 is a schematic structural diagram of an embodiment of a computer-readable storage medium provided in the present application.
The computer readable storage medium 300 is for storing program data 310, the program data 310, when executed by a processor, being for implementing the method of:
acquiring equipment information, environmental parameter information and running state information sent by medical equipment; if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter; storing the equipment information, the environmental parameter information and the running state information in an associated manner to obtain first fault data; and reminding according to the first fault data.
It is understood that the computer-readable storage medium 300 in this embodiment may be applied to a server, and specific implementation steps thereof may refer to the above embodiments, which are not described herein again.
In the several embodiments provided in the present application, it should be understood that the disclosed method and apparatus may be implemented in other manners. For example, the above-described apparatus embodiments are merely illustrative, and for example, a division of modules or units is merely a logical division, and an actual implementation may have another division, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed.
Units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated units in the other embodiments described above may be stored in a computer-readable storage medium if they are implemented in the form of software functional units and sold or used as separate products. Based on such understanding, the technical solution of the present application may be substantially or partially implemented in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, a network device, or the like) or a processor (processor) to execute all or part of the S of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
According to the medical equipment fault information management method, equipment information, environment parameter information and running state information sent by medical equipment are acquired; if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data; the medical equipment monitoring system can be used for reminding according to the first fault data, managing fault information of the medical equipment, obtaining relevant environmental factors and real-time environmental parameters which cause the medical equipment to break down, and reminding according to the obtained first fault data, so that a basis is provided for judging the fault, and a guidance is provided for improving and using the medical equipment.
The above embodiments are merely examples and are not intended to limit the scope of the present disclosure, and all modifications, equivalents, and flow charts using the contents of the specification and drawings of the present disclosure or those directly or indirectly applied to other related technical fields are intended to be included in the scope of the present disclosure.
Claims (10)
1. A medical device fault information management method, characterized in that the method comprises:
acquiring equipment information, environmental parameter information and running state information sent by medical equipment;
if the running state information comprises fault information, determining a target environment parameter corresponding to the fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data;
and reminding according to the first fault data.
2. The method of claim 1,
if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, including:
if the running state information comprises a fault code, determining a fault type according to the fault code;
determining a target environment parameter corresponding to the fault type in the environment parameter information;
and associating the fault code with the target environment parameter to obtain first fault data.
3. The method of claim 2, wherein the alerting according to the first fault data comprises:
determining at least one of a fault reason, a severity and a solution corresponding to the fault code according to the fault code;
sending the target environmental parameter and at least one of the cause of failure, the severity, and the resolution for alerting.
4. The method of claim 1, wherein the alerting based on the first fault data comprises:
acquiring historical fault data of the medical equipment according to the equipment information and the fault information;
judging whether the probability of the similar faults occurring in the preset time is greater than the preset probability or not according to the historical fault data;
if so, acquiring second fault data of the medical equipment when the same kind of fault occurs in the preset time;
and sending the second fault data for reminding.
5. The method of claim 1, wherein the environmental parameter information includes at least one of a temperature, a pressure, and a humidity of an environment in which the medical device is located;
the acquiring of the device information, the environmental parameter information and the operating state information sent by the medical device includes:
respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment;
the reminding according to the first fault data comprises:
analyzing the probability of the fault caused by each environmental factor and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data;
obtaining a first environmental parameter value range for normally using the medical equipment;
and sending the first environment parameter value range for reminding.
6. The method of claim 1, wherein after the obtaining of the device information, the environmental parameter information, and the operational status information transmitted by the medical device, the method further comprises:
associating hospital department information for setting the medical equipment; and/or
And setting the fault contact information of the medical equipment in an associated manner.
7. The method of claim 1, wherein the environmental parameter information includes at least one of temperature, pressure, and humidity of an environment in which the medical device is located and geographical location information of the medical device;
if the operating state information includes fault information, determining a target environment parameter corresponding to a fault type of the fault information in the environment parameter information, and associating the fault information with the target environment parameter to obtain first fault data, including:
if the running state information comprises fault information, determining a fault type corresponding to the fault information;
and if the environment parameter information does not contain the target environment parameter corresponding to the fault type, acquiring the target environment parameter through a third party interface according to the geographical position information, and associating the fault information with the target environment parameter to obtain the first fault data.
8. The method of claim 1, wherein the environmental parameter information includes at least one of temperature, pressure, and humidity of an environment in which the medical device is located and geographical location information of the medical device;
the acquiring of the device information, the environmental parameter information and the operating state information sent by the medical device includes:
respectively acquiring equipment information, environmental parameter information and running state information sent by a plurality of medical equipment;
the reminding according to the first fault data comprises:
analyzing the probability of causing the fault of each environmental parameter at different geographic positions and the numerical range of the corresponding target environmental parameter according to the plurality of first fault data;
obtaining a second environmental parameter value range of the medical equipment normally used in different geographic positions;
and sending the second environment parameter value range for reminding.
9. A server, comprising a processor and a memory coupled to the processor:
wherein the memory is adapted to store program data and the processor is adapted to execute the program data to implement the method of any of claims 1-8.
10. A computer-readable storage medium, characterized in that the readable storage medium is used for storing program data, which when executed by a processor is used for implementing the method according to any one of claims 1-8.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114913968A (en) * | 2022-07-15 | 2022-08-16 | 深圳市三维医疗设备有限公司 | Medical equipment state monitoring system and method based on artificial intelligence |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109462512A (en) * | 2018-12-25 | 2019-03-12 | 深圳开立生物医疗科技股份有限公司 | Medical equipment failure processing method and system, cloud server and Internet of things system |
| CN109474494A (en) * | 2018-12-05 | 2019-03-15 | 深圳绿米联创科技有限公司 | Equipment detection method, device, server and storage medium |
| CN109614664A (en) * | 2018-11-21 | 2019-04-12 | 宁波恒晨电力建设有限公司 | Power distribution network switch cabinet state analysis method and system |
-
2020
- 2020-04-07 CN CN202010265850.XA patent/CN113495822A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109614664A (en) * | 2018-11-21 | 2019-04-12 | 宁波恒晨电力建设有限公司 | Power distribution network switch cabinet state analysis method and system |
| CN109474494A (en) * | 2018-12-05 | 2019-03-15 | 深圳绿米联创科技有限公司 | Equipment detection method, device, server and storage medium |
| CN109462512A (en) * | 2018-12-25 | 2019-03-12 | 深圳开立生物医疗科技股份有限公司 | Medical equipment failure processing method and system, cloud server and Internet of things system |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114913968A (en) * | 2022-07-15 | 2022-08-16 | 深圳市三维医疗设备有限公司 | Medical equipment state monitoring system and method based on artificial intelligence |
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