CN112216033B - Medical supply self-service distribution method based on big data - Google Patents
Medical supply self-service distribution method based on big data Download PDFInfo
- Publication number
- CN112216033B CN112216033B CN202011167477.0A CN202011167477A CN112216033B CN 112216033 B CN112216033 B CN 112216033B CN 202011167477 A CN202011167477 A CN 202011167477A CN 112216033 B CN112216033 B CN 112216033B
- Authority
- CN
- China
- Prior art keywords
- data
- medical supplies
- self
- medical
- unit
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F17/00—Coin-freed apparatus for hiring articles; Coin-freed facilities or services
- G07F17/0092—Coin-freed apparatus for hiring articles; Coin-freed facilities or services for assembling and dispensing of pharmaceutical articles
Abstract
The invention belongs to the technical field of big data and medical treatment, and particularly discloses a medical supply self-service dispensing system based on big data and a method thereof, wherein the self-service dispensing system comprises a data acquisition module for acquiring data, a data calling module for calling historical big data, a data processing center for calculating and processing the called and acquired data, a data analysis module for analyzing the calculated data and a dispensing execution module for self-service dispensing of medical supplies, the invention is scientific and reasonable, is safe and convenient to use, utilizes an IC card identifier and a fingerprint identifier to authenticate the identity and the authority of a person who takes the medical supplies, utilizes the data calling module to call historical storage data in a storage database, utilizes an averaging algorithm and an averaging algorithm in the same time period, and compares the two averaging algorithms, the accuracy of the estimated value for the release of the medical supplies can be effectively improved.
Description
Technical Field
The invention relates to the technical field of big data and medical treatment, in particular to a medical supply self-service issuing method based on big data.
Background
Along with the continuous development of society and the continuous progress of science and technology, the infrastructure of hospital also improves along with the continuous development of science and technology, utilizes intelligent analysis to provide and distribute by oneself medical supplies of hospital, when can effectual reduction human input, can also realize the management and control to medical supplies, but, the self-service system of providing of medical supplies of prior art has following problem when using:
1. the distribution quantity of the medical supplies cannot be controlled, the consumption quantity of the medical supplies in a future period of time cannot be predicted, and if the medical supplies are purchased less, the medical supplies cannot meet normal consumption and use;
2. when a large number of wounded persons appear, medical supplies cannot be supplied in time, and timely treatment of the wounded persons is affected;
therefore, there is a need for a medical supply self-service dispensing system and method based on big data to solve the above problems.
Disclosure of Invention
The invention aims to provide a medical supply self-service dispensing system and method based on big data, and aims to solve the problems in the prior art.
In order to achieve the purpose, the invention provides the following technical scheme: a medical supply self-service dispensing system based on big data comprises a data acquisition module for acquiring data, a data calling module for calling historical big data, a data processing center for calculating and processing the called and acquired data, a data analysis module for analyzing the calculated data and a dispensing execution module for self-service dispensing of medical supplies;
the output end of the data acquisition module is electrically connected with the input end of the data processing center, the data calling module is electrically connected with the data processing center, the data processing center is electrically connected with the data analysis module, and the output end of the data processing center is electrically connected with the input end of the issuing execution module.
As a preferred technical scheme, the data acquisition module comprises an IC card identifier, a fingerprint identifier, an RFID reader and an RFID label;
the output ends of the IC card identifier, the fingerprint identifier and the RFID reader are electrically connected with the input end of the data processing center;
the system comprises an IC card identifier and a fingerprint identifier, wherein the IC card identifier and the fingerprint identifier are both installed on self-service issuing equipment, the IC card identifier is used for identifying the department where a person taking medical supplies is located and identity information and used as authentication of the department where the person taking medical supplies is located, the fingerprint identifier is used for identifying the authority of the person taking medical supplies, the medical supplies can be automatically issued only by workers with the authority, an RFID reader is installed at the door of an emergency room and used for identifying and counting the number of patients entering the emergency room, an RFID tag is fixed on the emergency bed and used for being matched with the RFID reader to judge the number of the patients entering the emergency room through the emergency bed, and therefore whether a large number of patients are admitted.
The data can be collected, and the pre-estimation and calculation of the medical supplies in each department according to the big data in the later period are guaranteed.
As a preferred technical scheme, the data calling module comprises a storage database, a data viewing unit, a data calling unit and a data sending unit;
the output end of the data processing center is electrically connected with the input end of the data searching unit, the output end of the data searching unit is electrically connected with the input end of the storage database, the output end of the storage database is electrically connected with the input end of the data calling unit, the output end of the data calling unit is electrically connected with the input end of the data sending unit, and the output end of the data sending unit is electrically connected with the input end of the data processing center;
the storage database is used for storing and recording data of medical supplies taken by each department in a self-service manner, the data searching unit is used for searching the data of medical supplies taken by the departments identified by the IC card identifier in the storage database, the data retrieving unit is used for retrieving the medical supplies taken by the data retrieving unit, and the data sending unit is used for sending the data retrieved by the data retrieving unit to the data processing center.
The historical issued data can be called, the data can be supplied to a data processing center for data processing, and accuracy of later data calling is guaranteed.
As a preferred technical scheme, the data processing center comprises a data processor, a data receiving unit and a time recording unit;
the data processor is used for calculating and processing the data called by the data acquisition module and the data calling module, the data receiving unit is used for receiving the data of historically issued medical supplies sent by the data sending unit, and the time recording unit is used for judging the interval time between emergency treatment beds entering the emergency treatment room through the emergency treatment room door as the basis for judging whether a large number of wounded persons enter the emergency treatment room;
the emergency medical supplies can be pre-estimated and processed according to the called data, and meanwhile, the interval time of patients entering an emergency room through an emergency room door can be monitored, so that whether a large number of wounded persons enter the emergency through the emergency room door can be accurately judged and can be used as a judgment basis for judging whether a large traffic accident occurs or not, and whether the standby medical supplies need to be timely issued or not can be effectively determined.
The data analysis module comprises a data comparison unit and a data display unit;
the output end of the data processing center is electrically connected with the input end of the data comparison unit, and the output end of the data comparison unit is electrically connected with the data display unit and the input end of the data processing center;
the data comparison unit is used for comparing the data processed and calculated by the data processor with a set threshold value, determining the number of self-service medical supplies and determining whether a large number of wounded persons enter an emergency room, and the data display unit is used for displaying the comparison result of the data comparison unit.
Can be used as a comparison to data after processing by the data processor to determine whether a set threshold has been exceeded or reached.
As a preferred technical scheme, the dispensing execution module comprises a driving motor, a driving screw rod, a driving slide block and a pushing plate;
an output shaft of the driving motor is in key connection with a driving screw rod, a driving sliding block is sleeved on the outer side of the driving screw rod in a sliding mode through threads, and a pushing plate is fixedly installed at the top end of the driving sliding block;
the driving motor is used for driving the driving screw rod to rotate, the driving screw rod is used for driving the driving sliding block after limiting to slide back and forth outside the driving screw rod, the driving sliding block is used for driving the pushing plate to move, the pushing plate is used for pushing medical supplies to move, and self-service dispensing of the medical supplies is achieved.
Medical supplies inside the automatic dispensing device can be timely delivered according to the calculation of the data processor.
A medical supply self-service dispensing method based on big data comprises the following steps:
s1, collecting related data by using a data collection module;
s2, calling corresponding historical issuing data according to the identity information;
s3, pre-estimating the issuing quantity according to the historical issuing data;
s4, distributing the medical supplies according to the pre-estimated distribution quantity;
s5, judging the early warning level reached by the number of the current wounded persons;
and S6, judging whether the standby medical supplies need to be self-issued according to the early warning level.
Preferably, in step S1, the IC card identifier of the data acquisition module is used to identify the department and identity information of the medical staff who has taken the medical supplies by oneself, the fingerprint identifier is used to identify and authenticate the authority of the medical staff who has taken the medical supplies by oneself, and the RFID reader is used to identify and read the emergency bed with the RFID tag fixed thereon.
As a preferred technical solution, in the steps S2-S3, after the IC card identifier and the fingerprint identifier identify and authenticate department information, identity information, and authority information of a medical worker who has taken medical supplies by oneself from the past, the data search unit searches historical medical supply taking data corresponding to the department to form a data set P = { P31,P2,P3,…,PnIn which P isiThe data retrieval unit retrieves the data set P searched by the data searching unit, the data sending unit sends the retrieved data set P to the data processor, and the data processor receives the data set P by using the data receiving unit;
according to the formula:
calculating and processing the historical dispensing average value of the self-service dispensing of the medical supplies;
wherein the content of the first and second substances,
means average of the medical articleThe number of self-service dispenses per day;
according to the formula:
wherein the content of the first and second substances,
an average value representing the self-service dispensing quantity of the medical supplies within one week of today a year ago;
the data processor sends the calculated and processed data to the data comparison unit for comparison processing;
when in use
≤
When in use, in
The amount of the medical supplies is self-service issued;
when in use
＞
When in use, in
The amount of the medical supplies is self-service issued;
and the data comparison unit sends the comparison result to the data processor.
Through the calculation of the average value of the historical dispensing data and the calculation of the average value of the same time period and the comparison of the two average values, the influence of other factors on the dispensing of the medical supplies is avoided, and the medical supplies with corresponding quantities can be dispensed accurately according to the historical use condition of each department.
As a preferred technical solution, in step S4, the data processor compares the data conclusion with the data comparison unit, and the data processor compares the data conclusion with the data conclusion according to a formula:
wherein T represents the time of the driving motor, unit s, B represents the number of the medical supplies which need to be self-dispensed after being processed by the data processor, unit A represents the number of a stack of medical supplies in the self-dispensing equipment, unit L represents the length of the stack of medical supplies in the self-dispensing equipment, unit mm represents the screw pitch of the driving screw rod, unit mm, V represents the rotating speed of the driving motor, and unit r/s;
the data processor sends the calculated time T of the driving motor needing to work to the driving motor, and the driving motor rotates for corresponding time, so that the medical supplies in the self-service dispensing equipment are pushed out under the action of the push plate, and the medical supplies can be taken away.
Preferably, in the steps S5-S6, the RFID reader identifies the RFID tag, and the time recording unit records the time interval t for the RFID reader to identify the RFID tag, so as to form a set t = { t =1,t2,t3,…,tkSending the identified RFID tags to a data processor by the RFID reader, and counting the identified number k by the data processor;
according to the formula:
wherein the content of the first and second substances,
an average value representing the time interval of entry of the plurality of emergency beds into the emergency room;
when k is more than or equal to M and
when N is less than or equal to, data processor judges that there is a large number of wounded to get into the emergency room, and medical supplies's consumption quantity will greatly increased, data processor control self-service dispensing equipment sends out reserve medical supplies, supplies with medical personnel and uses.
Compared with the prior art, the invention has the beneficial effects that:
1. the IC card identifier and the fingerprint identifier are used for authenticating the identity and the authority of a person who takes the medical supplies, the data calling module is used for calling historical storage data in the storage database, the averaging algorithm and the averaging algorithm in the same time period are used for comparing the two averaging algorithms, the precision of the pre-evaluation value for the distribution of the medical supplies can be effectively improved, the accurate control of the distribution of the medical supplies can be effectively realized, the spreading waste of the medical supplies is avoided, and meanwhile, illegal persons are prevented from utilizing the medical supplies to conduct illegal behaviors.
2. Utilize RFID to read ware and RFID label to patient quantity and the interval time that gets into the emergency room through emergency call out-patient bed to detect, confirm whether get into the emergency room for a large number of wounded, timely provide reserve medical supplies, when avoiding the hospital to accept a large number of wounded, unable timely supply medical supplies leads to the wounded to obtain timely help, and simultaneously, different with the more medical supplies that realize stockpiling, can carry out unified planning and management to medical supplies, the legality and the rationality of medical supplies use have been guaranteed.
Drawings
FIG. 1 is a schematic diagram of the module composition of a big data-based medical supply self-service dispensing system according to the present invention;
FIG. 2 is a schematic diagram of module connection of a big data-based medical supply self-service dispensing system according to the present invention;
FIG. 3 is a schematic diagram illustrating steps of a big data-based self-service dispensing method for medical supplies according to the present invention;
FIG. 4 is a schematic structural diagram of a self-service dispensing device of a medical supply self-service dispensing system based on big data according to the present invention;
fig. 5 is a schematic structural diagram of a dispensing execution module of a medical supply self-service dispensing system based on big data according to the present invention.
Reference numbers in the figures: 1. a self-service dispenser; 2. a control box; 3. a display screen; 4. an IC card identifier; 5. a fingerprint identifier; 6. a medical supply storage chamber; 7. a spare medical supply chamber; 8. a goods taking port; 9. ultraviolet killing lamp; 10. a push plate; 11. a drive motor; 12. driving the screw rod; 13. driving the slide block; 14. and a bearing.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. 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 invention.
As shown in fig. 1,2, 4 and 5, a medical supply self-service dispensing system based on big data comprises a data acquisition module for data acquisition, a data calling module for calling historical big data, a data processing center for calculating and processing the called and acquired data, a data analysis module for analyzing the calculated data and a dispensing execution module for self-service dispensing of medical supplies;
the output end of the data acquisition module is electrically connected with the input end of the data processing center, the data calling module is electrically connected with the data processing center, the data processing center is electrically connected with the data analysis module, and the output end of the data processing center is electrically connected with the input end of the issuing execution module.
The data acquisition module comprises an IC card identifier, a fingerprint identifier, an RFID reader and an RFID label;
the output ends of the IC card identifier, the fingerprint identifier and the RFID reader are electrically connected with the input end of the data processing center;
the IC card identifier and the fingerprint identifier are both arranged on the self-service dispensing equipment;
IC card identifier: the system is used for identifying the department where the person taking the medical supplies is and identity information, and is used as authentication of the department of the person taking the medical supplies;
the fingerprint recognizer: the medical supply management system is used for identifying the authority of the personnel taking the medical supplies, and the self-service distribution of the medical supplies can be carried out only by the personnel with the authority of taking;
an RFID reader: the system is arranged at the door of an emergency room and is used for identifying and counting the number of patients entering the emergency room;
RFID label: the RFID reader is fixed on the emergency treatment bed and used for being matched with the RFID reader to judge the number of patients entering an emergency room through the emergency treatment bed, so as to judge whether a large number of patients are admitted.
The data calling module comprises a storage database, a data checking unit, a data calling unit and a data sending unit;
the output end of the data processing center is electrically connected with the input end of the data searching unit, the output end of the data searching unit is electrically connected with the input end of the storage database, the output end of the storage database is electrically connected with the input end of the data calling unit, the output end of the data calling unit is electrically connected with the input end of the data sending unit, and the output end of the data sending unit is electrically connected with the input end of the data processing center;
storing a database: the system is used for storing and recording data of each department for self-help taking of medical supplies each time;
a data search unit: the data of historical medical supplies taken from departments identified by the IC card identifier are searched in the storage database;
a data calling unit: the data searching unit is used for searching the medical article taking data;
a data transmission unit: and the data processing unit is used for sending the data called by the data calling unit to the data processing center.
The data processing center comprises a data processor, a data receiving unit and a time recording unit;
a data processor: the data calling module is used for calling the data of the data acquisition module and the data calling module;
a data receiving unit: the data transmitting unit is used for transmitting the data of the historical issued medical supplies to the data processing unit;
a time recording unit: the system is used for judging the interval time between emergency treatment beds entering an emergency room through an emergency room door as a basis for judging whether a large number of wounded persons enter the emergency room;
the data analysis module comprises a data comparison unit and a data display unit;
the output end of the data processing center is electrically connected with the input end of the data comparison unit, and the output end of the data comparison unit is electrically connected with the data display unit and the input end of the data processing center;
a data comparison unit: the system is used for comparing the data processed and calculated by the data processor with a set threshold value, determining the quantity of self-service medical supplies and determining whether a large number of wounded persons enter an emergency room or not;
a data display unit: used for displaying the comparison result of the data comparison unit.
The dispensing execution module comprises a driving motor, a driving screw rod, a driving slide block and a pushing plate;
an output shaft of the driving motor is in key connection with a driving screw rod, a driving sliding block is sleeved on the outer side of the driving screw rod in a sliding mode through threads, and a pushing plate is fixedly installed at the top end of the driving sliding block;
the driving motor is used for driving the driving screw rod to rotate, the driving screw rod is used for driving the driving sliding block after limiting to slide back and forth outside the driving screw rod, the driving sliding block is used for driving the pushing plate to move, the pushing plate is used for pushing medical supplies to move, and self-service dispensing of the medical supplies is achieved.
A control box 2 is arranged on one side of a self-service dispenser 1, a display screen 3 is arranged at the upper end of the control box 2, an IC card identifier 4 is arranged below the display screen 3, a fingerprint identifier 5 is arranged below the IC card identifier 4, a medical article storage chamber 6 is arranged on one side of the control box 2, a standby medical article chamber 7 is arranged at the top end of the medical article storage chamber 6, a goods taking port 8 is formed at the bottom end of the medical article storage chamber 6 and used for taking out medical articles, ultraviolet sterilizing lamps 9 are arranged at the top ends of the medical article storage chamber 6 and the standby medical article chamber 7 respectively, the ultraviolet sterilizing lamps 9 are used for sterilizing the medical articles stored in the self-service dispenser 1, a push plate 10 is arranged in each medical article storage chamber 6 and the standby medical article chamber 7 and used for withdrawing the medical articles from the medical article storage chamber 6 and the standby medical article chamber 7, the pushing plate 10 is fixed on the driving screw rod 12 through the driving slide block 13, so that the pushing plate 10 can move under the action of the driving screw rod 12, one end of the driving screw rod 12 is connected through the bearing 14, the other end of the driving screw rod 12 is in key connection with an output shaft of the driving motor 11, and the driving screw rod 12 is driven to rotate through the driving motor 11.
As shown in fig. 3, a self-service dispensing method for medical supplies based on big data includes the following steps:
s1, collecting related data by using a data collection module;
s2, calling corresponding historical issuing data according to the identity information;
s3, pre-estimating the distribution quantity according to the historical distribution data;
s4, distributing the medical supplies according to the pre-estimated distribution quantity;
s5, judging the early warning level reached by the number of the current wounded persons;
and S6, judging whether the standby medical supplies need to be automatically issued according to the early warning level.
In step S1, the IC card identifier of the data acquisition module is used to identify the department and identity information of the medical staff who has taken the medical supplies by themselves, the fingerprint identifier is used to identify and authenticate the authority of the medical staff who has taken the medical supplies by themselves, and the RFID reader is used to identify and read the emergency bed on which the RFID tag is fixed.
In the steps S2-S3, the IC card identifier and the fingerprint identifier pair department information, identity information and authority information of the medical staff who take the medical supplies by self in the pastAfter identification and authentication, the data searching unit searches the historical medical article taking data corresponding to the department to form a data set P = { P = { (P) }1,P2,P3,…,PnIn which P isiThe data retrieval unit retrieves the data set P searched by the data searching unit, the data sending unit sends the retrieved data set P to the data processor, and the data processor receives the data set P by using the data receiving unit;
according to the formula:
calculating and processing the historical dispensing average value of the self-service dispensing of the medical supplies;
wherein the content of the first and second substances,
representing the average daily self-serve dispensing quantity of the medical supply;
according to the formula:
wherein the content of the first and second substances,
an average value representing the self-service dispensing quantity of the medical supplies within one week of today a year ago;
the data processor sends the calculated and processed data to the data comparison unit for comparison processing;
when in use
≤
When in use, in
The number of the medical supplies is self-service distribution;
when in use
＞
When in use, in
The amount of the medical supplies is self-service issued;
and the data comparison unit sends the comparison result to the data processor.
In step S4, the data processor compares the data conclusion with the data comparison unit, and the data processor compares the data conclusion with a formula:
wherein T represents the time of the driving motor, unit s, B represents the number of the medical supplies which need to be self-dispensed after being processed by the data processor, unit A represents the number of a stack of medical supplies in the self-dispensing equipment, unit L represents the length of the stack of medical supplies in the self-dispensing equipment, unit mm represents the screw pitch of the driving screw rod, unit mm, V represents the rotating speed of the driving motor, and unit r/s;
the data processor sends the calculated time T of the driving motor needing to work to the driving motor, and the driving motor rotates for corresponding time, so that the medical supplies in the self-service dispensing equipment are pushed out under the action of the push plate, and the medical supplies can be taken away.
In steps S5-S6, the RFID reader identifies the RFID tag, and the time recording unit records the time interval t for the RFID reader to identify the RFID tag, forming a set t = { t = of t1,t2,t3,…,tkThat the RFID reader will recognizeThe RFID tags are sent to a data processor, and the data processor counts the number k of the identifications;
according to the formula:
wherein the content of the first and second substances,
an average value representing the time interval of entry of the plurality of emergency beds into the emergency room;
when k is more than or equal to M and
when N is less than or equal to, data processor judges that there is a large number of wounded to get into the emergency room, and greatly increased is seen to medical supplies's consumption quantity, and data processor control self-service dispensing equipment sends out reserve medical supplies, supplies with medical personnel and uses.
The first embodiment is as follows:
after the department information, the identity information and the authority information of medical staff who take medical supplies in a self-service manner are identified and authenticated by the IC card identifier and the fingerprint identifier, the data searching unit searches historical medical supply taking data corresponding to the department to form a data set P = {21,25,22, …,28}, wherein the data retrieving unit retrieves the data set P searched by the data searching unit, the data sending unit sends the retrieved data set P to the data processor, and the data processor receives the data set P by the data receiving unit;
according to the formula:
calculating and processing the historical dispensing average value of the self-service dispensing of the medical supplies;
wherein the content of the first and second substances,
representing the average daily self-serve dispensing quantity of the medical supply;
according to the formula:
wherein the content of the first and second substances,
an average value representing the number of self-dispenses of the medical supply within one week of today a year ago;
the data processor sends the calculated and processed data to the data comparison unit for comparison processing;
and the data comparison unit sends the comparison result to the data processor.
The data processor compares the data conclusion with the data comparison unit, and the data processor compares the data conclusion with the formula according to the data conclusion:
wherein T represents the time of the driving motor, unit s, B represents the number of the medical supplies which need to be self-dispensed after being processed by the data processor, unit A represents the number of a stack of medical supplies in the self-dispensing equipment, unit L represents the length of the stack of medical supplies in the self-dispensing equipment, unit mm represents the screw pitch of the driving screw rod, unit mm, V represents the rotating speed of the driving motor, and unit r/s;
the data processor sends the calculated time T =27s that the driving motor needs to work to the driving motor, and the driving motor rotates for corresponding time, so that the medical supplies in the self-service dispensing equipment are pushed out under the action of the push plate, and the medical supplies can be taken away.
In steps S5-S6, the RFID reader identifies the RFID tags, the time recording unit records the time interval t for the RFID reader to identify the RFID tags to form a set t = {5,1,4,4,3}, the RFID reader sends the identified RFID tags to the data processor, and the data processor counts the identification number k;
according to the formula:
wherein the content of the first and second substances,
=3.4min represents the average of time intervals for a plurality of emergency exit beds to enter the emergency room;
when k is more than or equal to M =3 and
when N =15min ≦ N, data processor judges that there is a large number of wounded to get into the emergency room, and medical supplies's consumption quantity will greatly increased, and data processor control self-service dispensing equipment sends out reserve medical supplies, supplies with medical personnel and uses.
Example two:
after the IC card identifier and the fingerprint identifier identify and authenticate department information, identity information and authority information of medical staff who take medical supplies by self in the past, the data searching unit searches historical medical supply taking data corresponding to the department to form a data set P = {20,24,23, …,26}, the data retrieving unit retrieves the data set P searched by the data searching unit, the data sending unit sends the retrieved data set P to the data processor, and the data processor receives the data set P by the data receiving unit;
according to the formula:
calculating and processing the historical dispensing average value of the self-service dispensing of the medical supplies;
wherein the content of the first and second substances,
=25.6 denotes the average number of self-serve dispenses of the medical supply per day;
according to the formula:
wherein the content of the first and second substances,
an average value representing the self-service dispensing quantity of the medical supplies within one week of today a year ago;
the data processor sends the calculated and processed data to the data comparison unit for comparison processing;
and the data comparison unit sends the comparison result to the data processor.
In step S4, the data processor compares the data conclusion with the data comparison unit, and the data processor compares the data conclusion with a formula:
wherein T represents the time of the driving motor, unit s, B represents the number of the medical supplies which need to be self-dispensed after being processed by the data processor, unit A represents the number of a stack of medical supplies in the self-dispensing equipment, unit L represents the length of the stack of medical supplies in the self-dispensing equipment, unit mm represents the screw pitch of the driving screw rod, unit mm, V represents the rotating speed of the driving motor, and unit r/s;
the data processor sends the calculated time T =24s that the driving motor needs to work to the driving motor, and the driving motor rotates for corresponding time, so that the medical supplies in the self-service dispensing equipment are pushed out under the action of the push plate, and the medical supplies can be taken away.
The RFID reader identifies RFID tags, the time recording unit records the time interval t for the RFID reader to identify the RFID tags, the set t = {85,92} formed by t the RFID reader sends the identified RFID tags to the data processor, and the data processor counts the number k of identifications;
according to the formula:
wherein the content of the first and second substances,
an average value representing the time interval of entry of the plurality of emergency beds into the emergency room;
no large number of wounded persons enter the hospital, and standby medical supplies are not required to be distributed.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Claims (2)
1. A medical supply self-service dispensing method based on big data is characterized in that: the self-service issuing method comprises the following steps:
s1, collecting related data by using a data collection module;
s2, calling corresponding historical issuing data according to the identity information;
s3, pre-estimating the distribution quantity according to the historical distribution data;
s4, distributing the medical supplies according to the pre-estimated distribution quantity;
s5, judging the early warning level reached by the number of the current wounded persons;
s6, judging whether the standby medical supplies need to be automatically issued according to the early warning level;
in step S1, the IC card identifier of the data acquisition module is used to identify the department and identity information of the medical staff who have taken medical supplies by themselves from the beginning, the fingerprint identifier is used to identify and authenticate the authority of the medical staff who have taken medical supplies by themselves from the beginning, and the RFID reader is used to identify and read the emergency bed to which the RFID tag is fixed;
in the steps S2-S3, after the department information, the identity information, and the authority information of the medical staff who has taken the medical supplies by oneself in the past are identified and authenticated by the IC card identifier and the fingerprint identifier, the data search unit searches historical medical supply taken data corresponding to the department to form a data set P ═ { P ═ P1,P2,P3,…,PnIn which P isiThe data retrieval unit retrieves the data set P searched by the data searching unit, the data sending unit sends the retrieved data set P to the data processor, and the data processor processes the data set PThe device receives a data set P by using a data receiving unit;
according to the formula:
calculating and processing the historical dispensing average value of the self-service dispensing of the medical supplies;
wherein the content of the first and second substances,
representing the average daily self-serve dispensing quantity of the medical supply;
according to the formula:
wherein, PaverageAn average value representing the self-service dispensing quantity of the medical supplies within one week of today a year ago; the data processor sends the calculated and processed data to the data comparison unit for comparison processing;
when in use
When is in PaverageThe amount of the medical supplies is self-service issued;
when in use
When is in PaverageThe + k% quantity is used for self-service distribution of medical supplies;
the data comparison unit sends a comparison result to the data processor;
in step S4, the data processor compares the data conclusion with the data comparison unit, and the data processor compares the data conclusion with a formula:
wherein T represents the time of the driving motor, unit s, B represents the number of the medical supplies which need to be self-dispensed after being processed by the data processor, unit A represents the number of a stack of medical supplies in the self-dispensing equipment, unit L represents the length of the stack of medical supplies in the self-dispensing equipment, unit mm represents the screw pitch of the driving screw rod, unit mm, V represents the rotating speed of the driving motor, and unit r/s;
the data processor sends the calculated time T required by the driving motor to the driving motor, and the driving motor rotates for corresponding time, so that the medical supplies in the self-service dispensing equipment are pushed out under the action of the push plate, and the medical supplies can be taken out;
the system comprises a data acquisition module for acquiring data, a data calling module for calling historical big data, a data processing center for calculating and processing the called and acquired data, a data analysis module for analyzing the calculated data and a dispensing execution module for self-service dispensing of medical supplies;
in the steps S5-S6, the RFID reader identifies the RFID tag, the time recording unit records the time interval t for the RFID reader to identify the RFID tag, and the set t of t is { t ═ t }1,t2,t3,…,tkSending the identified RFID tags to a data processor by the RFID reader, and counting the identified number k by the data processor;
according to the formula:
wherein the content of the first and second substances,
shows the time of a plurality of emergency treatment beds entering an emergency roomAverage value of interval;
when k is more than or equal to M and
when the medical supplies are used, the data processor judges that a large number of wounded persons enter the emergency room, the consumption number of the medical supplies is greatly increased, the data processor controls the self-service dispensing equipment to deliver the standby medical supplies for medical workers to use, wherein M represents a set threshold value of the number of emergency treatment beds entering the emergency room, and N represents a set threshold value of a time interval.
2. The big-data-based medical supply self-service dispensing method according to claim 1, wherein the method comprises the following steps: the dispensing execution module comprises a driving motor, a driving screw rod, a driving slide block and a pushing plate;
an output shaft of the driving motor is in key connection with a driving screw rod, a driving sliding block is sleeved on the outer side of the driving screw rod in a sliding mode through threads, and a pushing plate is fixedly installed at the top end of the driving sliding block;
the driving motor is used for driving the driving screw rod to rotate, the driving screw rod is used for driving the driving sliding block after limiting to slide back and forth outside the driving screw rod, the driving sliding block is used for driving the pushing plate to move, the pushing plate is used for pushing medical supplies to move, and self-service dispensing of the medical supplies is achieved.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011167477.0A CN112216033B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service distribution method based on big data |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010125729.7A CN111260857B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service dispensing system and method based on big data |
| CN202011167477.0A CN112216033B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service distribution method based on big data |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010125729.7A Division CN111260857B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service dispensing system and method based on big data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112216033A CN112216033A (en) | 2021-01-12 |
| CN112216033B true CN112216033B (en) | 2022-06-14 |
Family
ID=70944386
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010125729.7A Active CN111260857B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service dispensing system and method based on big data |
| CN202011167477.0A Active CN112216033B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service distribution method based on big data |
Family Applications Before (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010125729.7A Active CN111260857B (en) | 2020-02-27 | 2020-02-27 | Medical supply self-service dispensing system and method based on big data |
Country Status (1)
| Country | Link |
|---|---|
| CN (2) | CN111260857B (en) |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012093801A2 (en) * | 2011-01-05 | 2012-07-12 | 주식회사 에페스 | Medical service system using rfid |
| CN104050539A (en) * | 2014-01-29 | 2014-09-17 | 领科无线射频系统(上海)有限公司 | Medical management system based on wireless radio frequency identification technology |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6847861B2 (en) * | 2001-11-30 | 2005-01-25 | Mckesson Automation, Inc. | Carousel product for use in integrated restocking and dispensing system |
| CN103473928B (en) * | 2013-09-24 | 2015-09-16 | 重庆大学 | Based on the urban traffic blocking method of discrimination of RFID technique |
| JP6717292B2 (en) * | 2015-03-13 | 2020-07-01 | 株式会社湯山製作所 | Medicine dispensing system |
| CN105225083A (en) * | 2015-09-22 | 2016-01-06 | 苏州艾隆科技股份有限公司 | Rapid medicine dispensing system |
| BR102016025996A2 (en) * | 2016-11-07 | 2018-05-29 | Guilherme De Holleben Filho Augusto | AUTOMATED MEDICINE DISPENSER |
| CN107564314A (en) * | 2017-09-11 | 2018-01-09 | 安徽实运信息科技有限责任公司 | A kind of early warning system based on traffic congestion |
| CN110033849A (en) * | 2018-01-12 | 2019-07-19 | 深圳市前海安测信息技术有限公司 | Department, medical institutions stream of people quantity early warning system and method |
| CN208922744U (en) * | 2018-08-23 | 2019-05-31 | 昆明医科大学第一附属医院 | A kind of hospital's medical supplies dispensing apparatus |
| CN109637621A (en) * | 2018-11-08 | 2019-04-16 | 深圳市鸿陆技术有限公司 | A kind of RFID infusion management system |
| CN109615200B (en) * | 2018-11-30 | 2021-03-12 | 武汉斗鱼网络科技有限公司 | Virtual interactive prop issuing method, storage medium, electronic device and system |
| CN109545385A (en) * | 2018-11-30 | 2019-03-29 | 周立广 | A kind of medical big data analysis processing system and its method based on Internet of Things |
-
2020
- 2020-02-27 CN CN202010125729.7A patent/CN111260857B/en active Active
- 2020-02-27 CN CN202011167477.0A patent/CN112216033B/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012093801A2 (en) * | 2011-01-05 | 2012-07-12 | 주식회사 에페스 | Medical service system using rfid |
| CN104050539A (en) * | 2014-01-29 | 2014-09-17 | 领科无线射频系统(上海)有限公司 | Medical management system based on wireless radio frequency identification technology |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111260857A (en) | 2020-06-09 |
| CN112216033A (en) | 2021-01-12 |
| CN111260857B (en) | 2020-12-01 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US7682464B2 (en) | Automated washing system with compliance verification | |
| CN107544352A (en) | A kind of intelligent medicine-chest monitoring system and its monitoring method based on Internet of Things | |
| US8145546B2 (en) | System and method for tracking inventory | |
| AU2011203422B2 (en) | Method and apparatus for accurate and secure product dispensing | |
| CN112562836A (en) | Doctor recommendation method and device, electronic equipment and storage medium | |
| US20130282392A1 (en) | System and method of securely storing, dispensing, and inventorying medications and samples | |
| US8113424B2 (en) | System and method for tracking medical products in a two bin per medical product replenishment system | |
| US6876902B2 (en) | Automated supply cart and system | |
| US20120123796A1 (en) | System and method for consumption and utilization analysis in an organization | |
| CN109147917A (en) | Medical institutions integrate monitoring management system | |
| CN112509681A (en) | Intelligent medical service system based on big data | |
| CN111696633A (en) | Disease prevention and control service system and method based on community health big data | |
| US20220180689A1 (en) | Intergrated management system for first aid kit vending machines and method thereof | |
| CN112216033B (en) | Medical supply self-service distribution method based on big data | |
| CN114587087A (en) | Intelligent drug management system and method | |
| CN107311002A (en) | A kind of elevator | |
| CN114388106A (en) | Medicine consumable management information checking and analyzing system and equipment based on face recognition | |
| CN211956626U (en) | Wisdom medicine taking machine that wisdom medical treatment was used | |
| CN112466058A (en) | Intelligent tool cabinet | |
| CN109390052B (en) | Medical convenience terminal, server and system | |
| CN115311889A (en) | Intelligent parking lot operation management system based on smart city | |
| CN114677073A (en) | Intelligent tool management system and method | |
| CN114420276A (en) | Intelligent system for predicting hospital visit index by using environment big data | |
| CN109589234B (en) | Medical drug cart system | |
| Liu et al. | Application of intelligent management mode for drugs and consumables in anesthesiology department. |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20220527 Address after: 2 / F, 6 JiangWang Road, Jianghan Economic Development Zone, Jianghan District, Wuhan City, Hubei Province 430000 Applicant after: WUHAN BOKE GUOTAI INFORMATION TECHNOLOGY CO.,LTD. Address before: No. 556, Changjiang Road, high tech Zone, Suzhou City, Jiangsu Province Applicant before: SUZHOU YUDESHUI ELECTRICAL TECHNOLOGY Co.,Ltd. |
|
| TA01 | Transfer of patent application right | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |