CN112151159B - Method and system for improving utilization rate of hemodialysis room instrument - Google Patents
Method and system for improving utilization rate of hemodialysis room instrument Download PDFInfo
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- CN112151159B CN112151159B CN202011164178.1A CN202011164178A CN112151159B CN 112151159 B CN112151159 B CN 112151159B CN 202011164178 A CN202011164178 A CN 202011164178A CN 112151159 B CN112151159 B CN 112151159B
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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- G06Q10/06311—Scheduling, planning or task assignment for a person or group
- G06Q10/063114—Status monitoring or status determination for a person or group
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
Abstract
The invention discloses a method for improving the utilization rate of a hemodialysis room apparatus, which comprises the following steps: obtaining first state information of a hemodialysis chamber instrument; obtaining second state information of the hemodialysis chamber instrument; taking the first state information as first input information; taking the second state information as second input information; inputting the first input information and the second input information into a first training model; obtaining output information of the first training model; judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not; when the hemodialysis room instrument loss information does not meet a first preset threshold value, first early warning information is obtained; and obtaining a first instruction according to the first early warning information, wherein the first instruction is used for sending the first early warning information to a first person in charge. The technical problem that the appliance is scrapped too early due to appliance failure caused by neglecting the problem of the appliance in the use process of the hemodialysis chamber is solved.
Description
Technical Field
The invention relates to the field of instrument management, in particular to a method and a system for improving utilization rate of a hemodialysis room instrument.
Background
With the development of science and technology, various advanced medical instruments and instruments are continuously put into clinical use, a plurality of precise instruments and instruments in hemodialysis rooms are used, the operation procedure is complex, the technical content is high, the use is frequent, and the quality of the instruments and instruments is directly related to the diagnosis and treatment effect and the life safety of patients.
However, in the process of implementing the technical solution of the invention in the embodiments of the present application, the inventors of the present application find that the above-mentioned technology has at least the following technical problems:
in the use process of the hemodialysis room instrument, certain fault signals are not found in time, so that the instrument fails, the diagnosis and treatment effect of patients is affected, and the instrument is scrapped too early.
Disclosure of Invention
The embodiment of the application provides a method and a system for improving utilization rate of instruments in a hemodialysis chamber, and solves the technical problem that the instruments are too early scrapped due to instrument failure caused by neglecting the problems occurring in the use process of the instruments in the hemodialysis chamber, so that the operation condition of the instruments is monitored in real time, potential safety hazards of the instruments are solved, and the utilization rate of the instruments is improved.
The embodiment of the application provides a method for improving the utilization rate of a hemodialysis room apparatus, wherein the method comprises the following steps: obtaining first state information of a hemodialysis room instrument, wherein the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory; obtaining second state information of the hemodialysis room instrument, wherein the second state information is state information of the hemodialysis room instrument in the using process; taking the first state information as first input information; taking the second state information as second input information; inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: the first input information, the second input information, and identification information to identify a hemodialysis machine loss; obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information; judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not; when the hemodialysis room instrument loss information does not meet a first preset threshold value, first early warning information is obtained; and obtaining a first instruction according to the first early warning information, wherein the first instruction is used for sending the first early warning information to a first person in charge.
In another aspect, the present application also provides a system for improving the availability of a hemodialysis room device, wherein the system comprises: a first obtaining unit: the first obtaining unit is used for obtaining first state information of a hemodialysis room instrument, and the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory; a second obtaining unit: the second obtaining unit is used for obtaining second state information of the hemodialysis room instrument, and the second state information is state information of the hemodialysis room instrument in the using process; a third obtaining unit: the third obtaining unit is configured to use the first state information as first input information, and the fourth obtaining unit is configured to: the fourth obtaining unit is configured to use the second state information as second input information; a first input unit: the first input unit is configured to input the first input information and the second input information into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets of training data includes: the first input information, the second input information, and identification information to identify a hemodialysis machine loss; a fifth obtaining unit: the fifth obtaining unit is used for obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information; a first judgment unit: the first judging unit is used for judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not; a sixth obtaining unit: the sixth obtaining unit is used for obtaining first early warning information when the hemodialysis room instrument loss information does not meet a first preset threshold; a seventh obtaining unit: the seventh obtaining unit is configured to obtain a first instruction according to the first warning information, where the first instruction is to send the first warning information to a first person in charge.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
the service condition of the hemodialysis room instrument of the hemodialysis room is monitored in real time, and compared with each precision and parameter of the hemodialysis room instrument when leaving the factory, the hemodialysis room instrument loss condition can be mastered in real time, the potential safety hazard when the instrument is used is avoided, and the technical effect of improving the utilization rate of the hemodialysis room instrument is achieved.
The foregoing description is only an overview of the technical solutions of the present application, and the present application can be implemented according to the content of the description in order to make the technical means of the present application more clearly understood, and the following detailed description of the present application is given in order to make the above and other objects, features, and advantages of the present application more clearly understandable.
Drawings
FIG. 1 is a schematic flow chart illustrating a method of increasing the availability of a hemodialysis compartment apparatus according to an embodiment of the present disclosure;
FIG. 2 is a schematic diagram of a system for improving the utilization of a hemodialysis compartment apparatus according to an embodiment of the present disclosure;
fig. 3 is a schematic structural diagram of an exemplary electronic device according to an embodiment of the present application.
Description of reference numerals: a first obtaining unit 11, a second obtaining unit 12, a third obtaining unit 13, a fourth obtaining unit 14, a first input unit 15, a fifth obtaining unit 16, a first judging unit 17, a sixth obtaining unit 18, a seventh obtaining unit 19, a bus 300, a receiver 301, a processor 302, a transmitter 303, a memory 304, and a bus interface 306.
Detailed Description
The embodiment of the application provides a method and a system for improving utilization rate of instruments in a hemodialysis chamber, and solves the technical problem that the instruments are too early scrapped due to instrument failure caused by neglecting the problems occurring in the use process of the instruments in the hemodialysis chamber, so that the operation condition of the instruments is monitored in real time, potential safety hazards of the instruments are solved, and the utilization rate of the instruments is improved.
Hereinafter, example embodiments according to the present application will be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are merely some embodiments of the present application and not all embodiments of the present application, and it should be understood that the present application is not limited to the example embodiments described herein.
Summary of the application
With the development of science and technology, various advanced medical instruments and instruments are continuously put into clinical use, a plurality of precise instruments and instruments in hemodialysis rooms are used, the operation procedure is complex, the technical content is high, the use is frequent, and the quality of the instruments and instruments is directly related to the diagnosis and treatment effect and the life safety of patients. In the use process of the hemodialysis room instrument, certain fault signals are not found in time, so that the instrument fails, the diagnosis and treatment effect of patients is affected, and the instrument is scrapped too early.
In view of the above technical problems, the technical solution provided by the present application has the following general idea:
the embodiment of the application provides a method for improving the utilization rate of a hemodialysis room apparatus, wherein the method comprises the following steps: obtaining first state information of a hemodialysis room instrument, wherein the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory; obtaining second state information of the hemodialysis room instrument, wherein the second state information is state information of the hemodialysis room instrument in the using process; taking the first state information as first input information; taking the second state information as second input information; inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: the first input information, the second input information, and identification information to identify a hemodialysis machine loss; obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information; judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not; when the hemodialysis room instrument loss information does not meet a first preset threshold value, first early warning information is obtained; and obtaining a first instruction according to the first early warning information, wherein the first instruction is used for sending the first early warning information to a first person in charge.
For better understanding of the above technical solutions, the following detailed descriptions will be provided in conjunction with the drawings and the detailed description of the embodiments.
Example one
As shown in fig. 1, the present application provides a method for improving the utilization rate of a hemodialysis room instrument, the method is applied to a hemodialysis room instrument management system, the system is connected with a camera and an alarm device, wherein the method further comprises:
step S100: obtaining first state information of a hemodialysis room instrument, wherein the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
specifically, the first state information is state information of the hemodialysis machine at the time of shipment, and the hemodialysis machine can be understood as a hemodialysis machine, so that information such as various precision and parameters of the hemodialysis machine at the time of shipment can be obtained, and comparison during use is facilitated.
Step S200: obtaining second state information of the hemodialysis room instrument, wherein the second state information is state information of the hemodialysis room instrument in the using process;
specifically, the second state information is state information of the hemodialysis room instrument in the using process, so that parameter information of the hemodialysis machine in the using process can be obtained, and the second state information of the hemodialysis room instrument is obtained to facilitate comparison with parameter information of the hemodialysis room instrument when the hemodialysis machine is shipped from a factory.
Step S300: taking the first state information as first input information;
step S400: taking the second state information as second input information;
specifically, it is known to obtain the first state information and the second state information, and the wear information of the hemodialysis chamber instrument can be obtained by data comparison of parameters, accuracy, and the like between the first state information and the second state information.
Step S500: inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: the first input information, the second input information, and identification information to identify a hemodialysis machine loss;
step S600: obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information;
specifically, the first state information is used as first input information, the second state information is used as second input information, and the first input information and the second input information are input into a first training model for continuous training, so that the output training result is more accurate. The training model is a Neural network model, namely a Neural network model in machine learning, and a Neural Network (NN) is a complex Neural network system formed by widely interconnecting a large number of simple processing units (called neurons), reflects many basic characteristics of human brain functions, and is a highly complex nonlinear dynamical learning system. Neural network models are described based on mathematical models of neurons. Artificial Neural Networks (Artificial Neural Networks) are a description of the first-order properties of the human brain system. Briefly, it is a mathematical model. In an embodiment of the present application, the first input information and the second input information are input into a first training model, and the neural network model is trained using identified hemodialysis room instrument loss information.
Further, the process of training the neural network model is substantially a process of supervised learning. The plurality of groups of training data are specifically: the first input information, the second input information, and identification information to identify a hemodialysis machine loss. The neural network model outputs hemodialysis chamber instrument loss information by inputting the first input information and the second input information, the output information and the hemodialysis chamber instrument loss information playing a role in identification are verified, if the output information is consistent with the requirement of the hemodialysis chamber instrument loss information playing a role in identification, the data supervised learning is finished, and then the next group of data supervised learning is carried out; and if the output information is inconsistent with the requirement of the hemodialysis machine loss information with the identification function, the neural network learning model adjusts itself until the output result of the neural network learning model is consistent with the requirement of the hemodialysis machine loss information with the identification function, and then the supervised learning of the next group of data is carried out. The neural network learning model is continuously corrected and optimized through training data, the accuracy of the neural network learning model in processing the information is improved through the process of supervised learning, and the technical effect that the obtained hemodialysis room instrument loss information is more accurate is achieved.
Step S700: judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not;
specifically, the first input information and the second input information are continuously trained, so that the obtained hemodialysis room instrument loss information is more accurate, the hemodialysis room instrument loss information can be judged, whether the hemodialysis room instrument loss information meets a first preset threshold value or not is judged, whether the hemodialysis room instrument loss information is within a preset loss range or not is judged, and the hemodialysis room instrument loss information is further corrected conveniently.
Step S800: when the hemodialysis room instrument loss information does not meet a first preset threshold value, first early warning information is obtained;
specifically, when the hemodialysis room instrument loss information does not satisfy a first preset threshold, that is, the hemodialysis room instrument loss has exceeded a predetermined loss range, first warning information can be obtained, where the first warning information is a warning for the hemodialysis room instrument loss information.
Step S900: and obtaining a first instruction according to the first early warning information, wherein the first instruction is used for sending the first early warning information to a first person in charge.
Specifically, a first instruction may be obtained according to the first warning information, where the first instruction is to send the first warning information to a first person in charge, and the first person in charge is a direct administrator of the hemodialysis room apparatus, which may be a nurse or an apparatus administrator, and the like, and is not specifically described here, so as to correct the lost hemodialysis room apparatus.
Obtaining first state information of a hemodialysis chamber instrument, the step S100 further comprising:
step S110, obtaining instrument precision information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
step S120: judging whether the instrument precision information meets a second preset threshold value or not;
step S130, when the instrument precision information meets the second preset threshold value, obtaining a factory real object diagram of the hemodialysis room instrument;
step S140: obtaining a plan of the hemodialysis chamber device;
step S150: judging whether the design of the hemodialysis room instrument has defects or not according to a factory real object diagram of the hemodialysis room instrument and a design diagram of the hemodialysis room instrument;
step S160: if the design of the hemodialysis chamber apparatus has defects, the apparatus is put into use after the defects are corrected.
Specifically, first state information of a hemodialysis room instrument is obtained, instrument precision information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory can be obtained, the instrument precision information can be further understood to be information such as precision of an instrument joint or a certain component, whether the instrument precision information meets a second preset threshold value is judged, namely whether the instrument precision information is accurate enough, when the instrument precision information meets the second preset threshold value, namely the instrument precision information is accurate enough, a factory actual image of the hemodialysis room instrument is obtained, the factory actual image of the hemodialysis room instrument is a picture of the hemodialysis room instrument which is ready to be put into use after the hemodialysis room instrument is finished, a design drawing of the hemodialysis room instrument is obtained, the design drawing of the hemodialysis room instrument is a picture when the hemodialysis room instrument is designed, and further according to the factory image of the hemodialysis room instrument and the design drawing of the hemodialysis room instrument, judging whether the design of the hemodialysis room instrument has defects, namely judging whether the design and the manufacture of the hemodialysis room instrument are complete, whether certain details are processed in place and the like, if the design of the hemodialysis room instrument has defects, correcting the defects and putting the hemodialysis room instrument into use, so that the accuracy of the hemodialysis room instrument which is delivered from a factory meets the factory standard is ensured, the subsequent putting into use is not influenced, and the technical effect of improving the utilization rate of the hemodialysis room instrument is achieved.
Obtaining second state information of the hemodialysis chamber instrument, wherein step S200 further comprises:
step S210: acquiring first image information, wherein the first image information is image information of the hemodialysis room instrument during working, which is shot by a camera connected with the hemodialysis room instrument management system;
step S220: obtaining internal pipeline state information of the hemodialysis room instrument according to the first image information;
step S230: judging whether the internal pipeline state information is blocked or not;
step S240: and when the internal pipeline state information is blocked, obtaining a second instruction, wherein the second instruction is used for starting the alarm device to prompt danger.
Specifically, in order to obtain second state information of the hemodialysis room instrument, first image information can be obtained, wherein the first image information is image information of the hemodialysis room instrument during working, which is shot by a camera connected with the hemodialysis room instrument management system, the camera is used for monitoring the condition of the hemodialysis room instrument during working in real time, so that the state information of an internal pipeline of the hemodialysis room instrument can be obtained, whether the internal pipeline of the hemodialysis machine is unobstructed can be further understood, metabolic waste in a body is cleared through hemodialysis treatment, excessive water in the body is discharged, electrolyte and acid-base imbalance are corrected, and renal function is partially or completely recovered, so that the internal pipeline is usually a key factor for determining whether treatment is smooth, whether the internal pipeline state information is blocked or not is judged, and when the internal pipeline state information is blocked, and acquiring a second instruction, wherein the second instruction is used for starting the alarm device to prompt danger, otherwise, because the internal pipeline state information is blocked, blood backflow is caused, the diagnosis and treatment effects of patients are damaged, and meanwhile, the hemodialysis room instrument is damaged to a certain extent.
When the internal pipeline state information is blocked, a second instruction is obtained, the second instruction is used for starting the alarm device to prompt danger, and the step S240 further includes:
step S241: obtaining state information of a second hemodialysis room instrument, wherein the second hemodialysis room instrument and the hemodialysis room instrument are delivered from a factory in the same batch;
step S242: obtaining the state information of the internal pipeline of the second hemodialysis room instrument according to the state information of the second hemodialysis room instrument;
step S243: judging whether the internal pipeline state information of the second hemodialysis room instrument is blocked or not;
step S244: if the internal pipeline state information of the second hemodialysis room instrument is blocked, obtaining a first result, wherein the first result is that the internal pipeline is blocked in other hemodialysis room instruments which leave the factory in the same batch with the hemodialysis room instrument;
step S245: obtaining a first requirement according to the first result, wherein the first requirement is to recall other hemodialysis room instruments which are shipped in the same batch with the hemodialysis room instruments.
In particular, when the internal tubing state information of the hemodialysis chamber instrument is occluded, the internal tubing state information of a second hemodialysis chamber instrument can be obtained, the second hemodialysis room instrument and the hemodialysis room instrument are delivered from the factory in the same batch, if the state information of the internal pipeline of the second hemodialysis room instrument is blocked, obtaining a first result that other hemodialysis room instruments shipped in the same batch with the hemodialysis room instrument have the problem of blockage of internal pipelines, in order to avoid the influence on the diagnosis and treatment effect of the patient caused by the blockage of the internal pipeline of more hemodialysis instruments, while causing greater damage to the hemodialysis chamber apparatus, should obtain a first requirement based on said first result, the first requirement is to recall other hemodialysis room instruments that leave the factory with hemodialysis room instrument in the same batch, has reached and has avoided causing the technological effect of bigger loss because of other hemodialysis room instruments.
In order to improve the utilization ratio of the hemodialysis room apparatus, the embodiment of the application further comprises:
step S1010: obtaining working temperature and humidity information of the hemodialysis room instrument;
step S1020: acquiring temperature and humidity information of a hemodialysis chamber;
step S1030: judging whether the temperature and humidity information of the hemodialysis chamber meets the working temperature and humidity information of the hemodialysis chamber instrument;
step S1040: and when the temperature and humidity information of the hemodialysis chamber does not meet the working temperature and humidity information of the hemodialysis chamber instrument, obtaining a third instruction, wherein the third instruction is used for adjusting the temperature and humidity information of the hemodialysis chamber.
Specifically, in order to further improve the utilization rate of the hemodialysis chamber instrument, working temperature and humidity information of the hemodialysis chamber instrument, namely temperature and humidity information and the like required by the hemodialysis chamber instrument during working, and temperature and humidity information of the hemodialysis chamber, namely real-time temperature and humidity information of the hemodialysis chamber can be obtained, by judging whether the temperature and humidity information of the hemodialysis chamber meets the working temperature and humidity information of the hemodialysis chamber instrument, namely whether the temperature and humidity information of the hemodialysis chamber meets the temperature and humidity information required by the work of the hemodialysis chamber instrument, when the temperature and humidity information of the hemodialysis chamber does not meet the working temperature and humidity information of the hemodialysis chamber instrument, namely the temperature and humidity information of the hemodialysis chamber can affect the work of the hemodialysis chamber instrument, it can be further understood that when the humidity of the hemodialysis chamber is high, iron rust can be easily generated on some parts of the hemodialysis chamber instrument, and then damage the hemodialysis room apparatus, and then obtain a third instruction, the third instruction is to adjust the humiture information of the hemodialysis room, make the humiture information of the hemodialysis room accord with the humiture information that the hemodialysis room apparatus normally works, reached and avoided the humiture to the influence that hemodialysis room apparatus produced, and then improve the technical effect of hemodialysis room apparatus utilization ratio.
In order to manage the hemodialysis room apparatus orderly, the embodiment of the present application further includes:
step S1110: obtaining first fault information of the hemodialysis chamber instrument;
step S1120: acquiring first maintenance record information according to the first fault information;
step S1130: and uploading the first fault information and the first maintenance record information to the hemodialysis room instrument management system and updating in real time.
Specifically, in order to improve the utilization rate of the hemodialysis room instrument, daily fault processing and maintenance records of the hemodialysis room instrument can be obtained, each fault and maintenance record is recorded, so that the following fault and the rule for removing the fault can be circulated, first fault information of the hemodialysis room instrument can be obtained, the fault type and the fault location of the first fault information, namely whether the connection part of the hemodialysis room instrument is loosened or not, are judged, first maintenance record information is obtained according to the first fault information, the fault record information and the maintenance record information of each time are in one-to-one correspondence, the first fault information and the first maintenance record information are uploaded to the hemodialysis room instrument management system and are updated in real time, the management of the hemodialysis room instrument is clearer, and the purpose of orderly recording the management of the hemodialysis room instrument is achieved, thereby improving the technical effect of the utilization rate of the blood permeating room apparatus.
In order to ensure daily disinfection of the hemodialysis room instrument, embodiments of the present application further include:
step 1210: obtaining first usage record information for the hemodialysis chamber instrument;
step S1220: obtaining first disinfection record information according to the first use record information;
step S1230: judging whether the first disinfection record information meets a third preset threshold value or not;
step S1240: and when the first disinfection record information does not meet the third preset threshold value, obtaining a fourth instruction, wherein the fourth instruction is to disinfect the hemodialysis room instrument.
Specifically, in order to ensure daily disinfection of the hemodialysis room instrument and further improve the utilization rate of the hemodialysis room instrument, first use record information of the hemodialysis room instrument can be further obtained, the first use record information can be further understood as information of time for starting use, duration for use, time for finishing use, specific operators, patients and the like of the hemodialysis room instrument, first disinfection record information is obtained according to the first use record information, the first disinfection record information is used for disinfecting the hemodialysis room instrument after being used each time, the first disinfection record information is judged, whether the first disinfection record information meets a third preset threshold value or not is judged, whether the first disinfection record is perfect or not is judged, and when the first disinfection record information does not meet the third preset threshold value, the disinfection is not thorough or not, the fourth instruction can be obtained, and is right the hemodialysis room apparatus is disinfected again, makes to the disinfection of hemodialysis room apparatus accords with corresponding standard, through right the disinfection record information of hemodialysis room apparatus judges, has reached and has ensured the daily disinfection of hemodialysis room apparatus and then improve the technological effect of hemodialysis room apparatus's utilization ratio.
Uploading the first fault information and the first maintenance record information to the hemodialysis machine management system and updating in real time, wherein step S1130 further includes:
step S1131: acquiring first file management information according to the first fault information and the first maintenance record information;
step S1132: generating a first verification code according to the first file management information, wherein the first verification code corresponds to the first file management information one to one;
step S1133: generating a second verification code according to second file management information, wherein the second verification code corresponds to the second file management information one to one, and in the same way, generating an Nth verification code according to the Nth file management information and the Nth-1 verification code, wherein N is a natural number greater than 1;
step S1134: and respectively copying and storing all the archive management information and the verification codes on M devices, wherein M is a natural number greater than 1.
In particular, in order to safely preserve the failure and maintenance records of the hemodialysis machine, ensuring that it is not tampered with, a blockchain based encryption operation may be performed. The block chain technology is a universal underlying technical framework, and can generate and synchronize data on distributed nodes through a consensus mechanism, and realize automatic execution and data operation of contract terms by means of programmable scripts. A block chain is defined as a data structure that organizes data blocks in time sequence, with chain-like connections being formed in order between different blocks, by means of which a digital ledger is built.
First file management information can be obtained according to the first fault information and the first maintenance record information; generating a first verification code according to the first file management information, wherein the first verification code corresponds to the first file management information one to one; generating a second verification code according to second file management information, wherein the second verification code corresponds to the second file management information one to one, and in the same way, generating an Nth verification code according to the Nth file management information and the Nth-1 verification code, wherein N is a natural number greater than 1; and respectively copying and storing all the archive management information and the verification codes on M devices, wherein M is a natural number greater than 1. By carrying out encryption storage on the archive management information, wherein each device corresponds to one node, and all the nodes are combined to form a block chain, the block chain forms a total account book which is convenient to verify (the Hash value of the last block is verified to be equivalent to the whole version), and cannot be changed (the Hash value of all the following blocks is changed due to the change of any transaction information, so that the transaction information cannot pass the verification).
The block chain system adopts a distributed data form, each participating node can obtain a complete database backup, and unless 51% of nodes in the whole system can be controlled simultaneously, modification of the database by a single node is invalid, and data contents on other nodes cannot be influenced. Therefore, the more nodes participating in the system, the more powerful the computation, and the higher the data security in the system. The file management information is encrypted based on the block chain, so that the storage safety of the file management information is effectively ensured, and the technical effect of safely recording and storing the file management information is achieved.
In summary, the method and the system for improving the utilization rate of the hemodialysis room device provided by the embodiment of the application have the following technical effects:
1. the service condition of the hemodialysis room instrument of the hemodialysis room is monitored in real time, and compared with each precision and parameter of the hemodialysis room instrument when leaving the factory, the hemodialysis room instrument loss condition can be mastered in real time, the potential safety hazard when the instrument is used is avoided, and the technical effect of improving the utilization rate of the hemodialysis room instrument is achieved.
2. Through the contrast precision and design accuracy, real time monitoring when leaving factory of hemodialysis room apparatus the operating condition of hemodialysis room apparatus, regulation humiture information, to at every turn of hemodialysis room apparatus's fault repair record is in the book and ensures thorough disinfection etc. after the use of hemodialysis room apparatus finishes, effectively avoided using improper apparatus damage problem that arouses because of the operation, and then reach the improvement the technological effect of hemodialysis room apparatus's utilization ratio.
Example two
Based on the same inventive concept as the method for improving the utilization rate of the hemodialysis room instrument in the previous embodiment, the invention also provides a system for improving the utilization rate of the hemodialysis room instrument, as shown in fig. 2, the system comprises:
the first obtaining unit 11: the first obtaining unit 11 is configured to obtain first state information of a hemodialysis room instrument, where the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
the second obtaining unit 12: the second obtaining unit 12 is configured to obtain second state information of the hemodialysis room apparatus, where the second state information is state information of the hemodialysis room apparatus during use;
the third obtaining unit 13: the third obtaining unit 13 is configured to use the first state information as first input information
The fourth obtaining unit 14: the fourth obtaining unit 14 is configured to use the second state information as second input information;
first input unit 15: the first input unit 15 is configured to input the first input information and the second input information into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets of training data includes: the first input information, the second input information, and identification information to identify a hemodialysis machine loss;
the fifth obtaining unit 16: the fifth obtaining unit 16 is configured to obtain output information of the first training model, where the output information includes hemodialysis room instrument loss information;
the first judgment unit 17: the first judging unit 17 is configured to judge whether the hemodialysis room instrument loss information meets a first preset threshold;
sixth obtaining unit 18: the sixth obtaining unit 18 is configured to obtain first warning information when the hemodialysis chamber mechanical loss information does not satisfy a first preset threshold;
the seventh obtaining unit 19: the seventh obtaining unit 19 is configured to obtain a first instruction according to the first warning information, where the first instruction is to send the first warning information to a first person in charge.
Further, the system further comprises:
an eighth obtaining unit: the eighth obtaining unit is used for obtaining instrument precision information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
a second judgment unit: the second judging unit is used for judging whether the instrument precision information meets a second preset threshold value;
a ninth obtaining unit: the ninth obtaining unit is used for obtaining a factory real object diagram of the hemodialysis room instrument when the instrument precision information meets the second preset threshold;
a tenth obtaining unit: the tenth obtaining unit is used for obtaining a design drawing of the hemodialysis chamber instrument;
a third judging unit: the third judging unit is used for judging whether the design of the hemodialysis room instrument has defects or not according to the factory real object image of the hemodialysis room instrument and the design image of the hemodialysis room instrument;
a first correction unit: the first correcting unit is used for correcting the defect and then putting the apparatus into use if the design of the hemodialysis chamber apparatus has the defect.
Further, the system further comprises:
an eleventh obtaining unit: the eleventh obtaining unit is configured to obtain first image information, where the first image information is image information of the hemodialysis room instrument during operation, and the image information is captured by a camera connected to the hemodialysis room instrument management system;
a twelfth obtaining unit: the twelfth obtaining unit is used for obtaining the internal pipeline state information of the hemodialysis room instrument according to the first image information;
a fourth judging unit: the fourth judging unit is used for judging whether the internal pipeline state information is blocked or not;
a thirteenth obtaining unit: the thirteenth obtaining unit is used for obtaining a second instruction when the internal pipeline state information is blocked, and the second instruction is used for starting the alarm device to prompt danger.
Further, the system further comprises:
a fourteenth obtaining unit: the fourteenth obtaining unit is used for obtaining working temperature and humidity information of the hemodialysis room instrument;
a fifteenth obtaining unit: the fifteenth obtaining unit is used for obtaining temperature and humidity information of the hemodialysis chamber;
a fifth judging unit: the fifth judging unit is used for judging whether the temperature and humidity information of the hemodialysis chamber meets the working temperature and humidity information of the hemodialysis chamber instrument;
a sixteenth obtaining unit: the sixteenth obtaining unit is configured to obtain a third instruction when the temperature and humidity information of the hemodialysis chamber does not meet the working temperature and humidity information of the hemodialysis chamber, where the third instruction is to adjust the temperature and humidity information of the hemodialysis chamber.
Further, the system further comprises:
a seventeenth obtaining unit: the seventeenth obtaining unit is used for obtaining first fault information of the hemodialysis chamber instrument;
an eighteenth obtaining unit: the eighteenth obtaining unit is configured to obtain first maintenance record information according to the first fault information;
a first uploading unit: the first uploading unit is used for uploading the first fault information and the first maintenance record information to the background database and updating in real time.
Further, the system further comprises:
a nineteenth obtaining unit: the nineteenth obtaining unit is used for obtaining first use record information of the hemodialysis room instrument;
a twentieth obtaining unit: the twentieth obtaining unit is configured to obtain first sterilization record information from the first usage record information;
a sixth judging unit: the sixth judging unit is used for judging whether the first disinfection record information meets a third preset threshold value;
a twenty-first obtaining unit: the twenty-first obtaining unit is configured to obtain a fourth instruction when the first disinfection record information does not satisfy the third preset threshold, where the fourth instruction is to re-disinfect the hemodialysis room instrument.
Further, the system further comprises:
a twenty-second obtaining unit: the twenty-second obtaining unit is configured to obtain first file management information according to the first fault information and the first maintenance record information;
a first generation unit: the first generating unit is used for generating a first verification code according to the first file management information, wherein the first verification code corresponds to the first file management information one by one;
a second generation unit: the second generating unit is used for generating a second verification code according to second file management information, wherein the second verification code corresponds to the second file management information one to one, and in the same way, an Nth verification code is generated according to the Nth file management information and the (N-1) th verification code, wherein N is a natural number greater than 1;
a first saving unit: the first saving unit is used for respectively copying and saving all the archive management information and the verification codes on M devices, wherein M is a natural number larger than 1.
Various modifications and embodiments of a method for improving the utilization rate of a hemodialysis chamber instrument in the first embodiment of fig. 1 are also applicable to a system for improving the utilization rate of a hemodialysis chamber instrument in the present embodiment, and the implementation method of a system for improving the utilization rate of a hemodialysis chamber instrument in the present embodiment is clear to those skilled in the art from the foregoing detailed description of a method for improving the utilization rate of a hemodialysis chamber instrument, and therefore, for the sake of brevity of the description, the detailed description is omitted again.
EXAMPLE III
The electronic instrument of the embodiment of the present application is described below with reference to fig. 3.
Fig. 3 illustrates a schematic structural diagram of an electronic instrument according to an embodiment of the present application.
Based on the inventive concept of a method of improving the availability of a hemodialysis compartment apparatus as in the previous embodiments, the present invention also provides a system for improving the availability of a hemodialysis compartment apparatus, having a computer program stored thereon, which when executed by a processor, performs the steps of any of the methods of improving the availability of a hemodialysis compartment apparatus as described above.
Where in fig. 3 a bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 linking together various circuits including one or more processors, represented by processor 302, and memory, represented by memory 304. The bus 300 may also link together various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. A bus interface 306 provides an interface between the bus 300 and the receiver 301 and transmitter 303. The receiver 301 and the transmitter 303 may be the same element, i.e., a transceiver, providing a means for communicating with various other apparatus over a transmission medium. The processor 302 is responsible for managing the bus 300 and general processing, and the memory 304 may be used for storing data used by the processor 302 in performing operations.
The embodiment of the application provides a method for improving the utilization rate of a hemodialysis room apparatus, wherein the method comprises the following steps: obtaining first state information of a hemodialysis room instrument, wherein the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory; obtaining second state information of the hemodialysis room instrument, wherein the second state information is state information of the hemodialysis room instrument in the using process; taking the first state information as first input information; taking the second state information as second input information; inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: the first input information, the second input information, and identification information to identify a hemodialysis machine loss; obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information; judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not; when the hemodialysis room instrument loss information does not meet a first preset threshold value, first early warning information is obtained; and obtaining a first instruction according to the first early warning information, wherein the first instruction is used for sending the first early warning information to a first person in charge.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (5)
1. A method for improving the utilization rate of a hemodialysis room instrument, the method being applied to a hemodialysis room instrument management system, the system being connected with a camera and an alarm device, wherein the method further comprises:
obtaining first state information of a hemodialysis room instrument, wherein the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
obtaining second state information of the hemodialysis room instrument, wherein the second state information is state information of the hemodialysis room instrument in the using process;
taking the first state information as first input information;
taking the second state information as second input information;
inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: the first input information, the second input information, and identification information to identify a hemodialysis machine loss;
obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information;
judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not;
when the hemodialysis room instrument loss information does not meet a first preset threshold value, first early warning information is obtained;
obtaining a first instruction according to the first early warning information, wherein the first instruction is used for sending the first early warning information to a first person in charge;
wherein, obtain the first state information of hemodialysis room apparatus, still include:
obtaining instrument precision information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
judging whether the instrument precision information meets a second preset threshold value or not;
when the instrument precision information meets the second preset threshold value, obtaining a factory real object diagram of the hemodialysis room instrument;
obtaining a plan of the hemodialysis chamber device;
judging whether the design of the hemodialysis room instrument has defects or not according to a factory real object diagram of the hemodialysis room instrument and a design diagram of the hemodialysis room instrument;
if the design of the hemodialysis room instrument has defects, the defect is corrected and then put into use;
wherein obtaining second state information of the hemodialysis chamber instrument further comprises:
acquiring first image information, wherein the first image information is image information of the hemodialysis room instrument during working, which is shot by a camera connected with the hemodialysis room instrument management system;
obtaining internal pipeline state information of the hemodialysis room instrument according to the first image information;
judging whether the internal pipeline state information is blocked or not;
when the internal pipeline state information is blocked, a second instruction is obtained, and the second instruction is used for starting the alarm device to prompt danger;
wherein the method further comprises:
obtaining first fault information of the hemodialysis chamber instrument;
acquiring first maintenance record information according to the first fault information;
uploading the first fault information and the first maintenance record information to the hemodialysis room instrument management system and updating in real time;
wherein, upload first fault information and first maintenance record information to hemodialysis room instrument management system and carry out real-time update, still include:
acquiring first file management information according to the first fault information and the first maintenance record information;
generating a first verification code according to the first file management information, wherein the first verification code corresponds to the first file management information one to one;
generating a second verification code according to second file management information, wherein the second verification code corresponds to the second file management information one to one, and in the same way, generating an Nth verification code according to the Nth file management information and the Nth-1 verification code, wherein N is a natural number greater than 1;
and respectively copying and storing all the archive management information and the verification codes on M devices, wherein M is a natural number greater than 1.
2. The method of claim 1, wherein the method further comprises:
obtaining working temperature and humidity information of the hemodialysis room instrument;
acquiring temperature and humidity information of a hemodialysis chamber;
judging whether the temperature and humidity information of the hemodialysis chamber meets the working temperature and humidity information of the hemodialysis chamber instrument;
and when the temperature and humidity information of the hemodialysis chamber does not meet the working temperature and humidity information of the hemodialysis chamber instrument, obtaining a third instruction, wherein the third instruction is used for adjusting the temperature and humidity information of the hemodialysis chamber.
3. The method of claim 1, wherein the method further comprises:
obtaining first usage record information for the hemodialysis chamber instrument;
obtaining first disinfection record information according to the first use record information;
judging whether the first disinfection record information meets a third preset threshold value or not;
and when the first disinfection record information does not meet the third preset threshold value, obtaining a fourth instruction, wherein the fourth instruction is to disinfect the hemodialysis room instrument.
4. A system for improving the availability of a hemodialysis compartment apparatus, wherein the system comprises:
a first obtaining unit: the first obtaining unit is used for obtaining first state information of a hemodialysis room instrument, and the first state information is state information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
a second obtaining unit: the second obtaining unit is used for obtaining second state information of the hemodialysis room instrument, and the second state information is state information of the hemodialysis room instrument in the using process;
a third obtaining unit: the third obtaining unit is used for taking the first state information as first input information;
a fourth obtaining unit: the fourth obtaining unit is configured to use the second state information as second input information;
a first input unit: the first input unit is configured to input the first input information and the second input information into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets of training data includes: the first input information, the second input information, and identification information to identify a hemodialysis machine loss;
a fifth obtaining unit: the fifth obtaining unit is used for obtaining output information of the first training model, wherein the output information comprises hemodialysis room instrument loss information;
a first judgment unit: the first judging unit is used for judging whether the hemodialysis room instrument loss information meets a first preset threshold value or not;
a sixth obtaining unit: the sixth obtaining unit is used for obtaining first early warning information when the hemodialysis room instrument loss information does not meet a first preset threshold;
a seventh obtaining unit: the seventh obtaining unit is configured to obtain a first instruction according to the first warning information, where the first instruction is to send the first warning information to a first person in charge;
wherein the system further comprises:
an eighth obtaining unit: the eighth obtaining unit is used for obtaining instrument precision information of the hemodialysis room instrument when the hemodialysis room instrument leaves a factory;
a second judgment unit: the second judging unit is used for judging whether the instrument precision information meets a second preset threshold value;
a ninth obtaining unit: the ninth obtaining unit is used for obtaining a factory real object diagram of the hemodialysis room instrument when the instrument precision information meets the second preset threshold;
a tenth obtaining unit: the tenth obtaining unit is used for obtaining a design drawing of the hemodialysis chamber instrument;
a third judging unit: the third judging unit is used for judging whether the design of the hemodialysis room instrument has defects or not according to the factory real object image of the hemodialysis room instrument and the design image of the hemodialysis room instrument;
a first correction unit: the first correcting unit is used for correcting the defect and then putting the defect into use if the design of the hemodialysis room instrument has the defect;
an eleventh obtaining unit: the eleventh obtaining unit is configured to obtain first image information, where the first image information is image information of the hemodialysis room instrument during operation, and the image information is captured by a camera connected to the hemodialysis room instrument management system;
a twelfth obtaining unit: the twelfth obtaining unit is used for obtaining the internal pipeline state information of the hemodialysis room instrument according to the first image information;
a fourth judging unit: the fourth judging unit is used for judging whether the internal pipeline state information is blocked or not;
a thirteenth obtaining unit: the thirteenth obtaining unit is used for obtaining a second instruction when the internal pipeline state information is blocked, wherein the second instruction is used for starting an alarm device to prompt danger;
a seventeenth obtaining unit: the seventeenth obtaining unit is used for obtaining first fault information of the hemodialysis chamber instrument;
an eighteenth obtaining unit: the eighteenth obtaining unit is configured to obtain first maintenance record information according to the first fault information;
a first uploading unit: the first uploading unit is used for uploading the first fault information and the first maintenance record information to a background database and updating in real time;
a twenty-second obtaining unit: the twenty-second obtaining unit is configured to obtain first file management information according to the first fault information and the first maintenance record information;
a first generation unit: the first generating unit is used for generating a first verification code according to the first file management information, wherein the first verification code corresponds to the first file management information one by one;
a second generation unit: the second generating unit is used for generating a second verification code according to second file management information, wherein the second verification code corresponds to the second file management information one to one, and in the same way, an Nth verification code is generated according to the Nth file management information and the (N-1) th verification code, wherein N is a natural number greater than 1;
a first saving unit: the first saving unit is used for respectively copying and saving all the archive management information and the verification codes on M devices, wherein M is a natural number larger than 1.
5. A system for improving the availability of a hemodialysis chamber instrument comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the method of any of claims 1-3 when executing the program.
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