CN107030712A - A kind of artificial intelligence monitoring monitored for the artificial production monitoring of medical device product, GMP workshop conditions and error correction system - Google Patents
A kind of artificial intelligence monitoring monitored for the artificial production monitoring of medical device product, GMP workshop conditions and error correction system Download PDFInfo
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- CN107030712A CN107030712A CN201710323739.XA CN201710323739A CN107030712A CN 107030712 A CN107030712 A CN 107030712A CN 201710323739 A CN201710323739 A CN 201710323739A CN 107030712 A CN107030712 A CN 107030712A
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J11/00—Manipulators not otherwise provided for
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J19/00—Accessories fitted to manipulators, e.g. for monitoring, for viewing; Safety devices combined with or specially adapted for use in connection with manipulators
- B25J19/02—Sensing devices
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
Abstract
The present invention discloses a kind of artificial intelligence monitoring monitored for the artificial production monitoring of medical device product, GMP workshop conditions and error correction system, including robot and computer cloud system, and described robot is connected with computer cloud system data.The present invention by robot and computer cloud system data syn-chronization, can effective guarantee medical device product production process standardization, the error that effectively reduction human factor is caused；Also the real-time monitoring of each index of environment can be realized, effective guarantee medical device product safety, specification production are prevented effectively from the product quality problem that environmental factor is caused.
Description
Technical field
The present invention relates to artificial intelligence field, more particularly, to a kind of monitoring of artificial intelligence and error correction system, applied to doctor
Treat the artificial production process of device product, each Monitoring Indexes of GMP workshop conditions.
Background technology
With the developing of epoch, the progress of society, people increasingly pay close attention to the health of itself；With different kind organism technology
Develop rapidly, the channel and mode that people understand own health are also more and more diversified.Corresponding, the rule of medical device product
Model production also becomes more and more important, and this is also the inevitable outcome of era development, social progress.Medical device product is given birth at this stage
Production and the monitoring of GMP power house environments use artificial monitor mode.In process of production, monitor critically important, be medical device product
Safety, the steps necessary of specification production, are also that product quality ensures a critically important ring；GMP power house environments up to standard are also medical treatment
Device product safety, the minimum guarantee of specification production, periodic monitoring GMP factory building relevant environment indexs are also medical device product life
Produce the regulation of related management regulations.But the monitoring personnel not creation of value, or the value created are very low.Carried out according to artificial intelligence
Monitoring, then can free monitoring personnel, do other more valuable things, improve efficiency.Monitored using artificial intelligence, no
List can liberate manpower, and can realize the real-time monitoring that can not accomplish over to environment.
The content of the invention
1st, the present invention solve medical device product production process monitoring and GMP power house environments monitoring human cost, when
Between Cost Problems, using artificial intelligence -- supervisory control of robot substitutes artificial monitoring, not single effective guarantee medical device product production
The standardization of process, effectively reduces the error that human factor is caused；Also the real-time monitoring of each index of environment, effective guarantee can be realized
Medical device product safety, specification production, are prevented effectively from the product quality problem that environmental factor is caused.Its embodiment includes：
A, equipment 1, robot hold the angle and distance of liquid-transfering gun and liquid filled container according to operating personnel, judge artificial operation
It is whether correct；
B, equipment 1, robot, according to operating personnel's body part and workbench to be operated, the angle and distance of article, judge people
Whether work operation is correct；
C, equipment 1, robot, built-in amount liquid device, if in operation, being related to the packing of liquid volume, equipment 1 is by basis
Certain sampling observation ratio measures solution.Sampling observation ratio can artificially be set；
D, equipment 1, robot, built-in environment physical and chemical index inductor, can sense site environment real time temperature, humidity, with it is adjacent
The pressure differential in space, live dust particle granule number；
E, equipment 1, robot, built-in biological thermal source inductor can sense site environment Biological indicators, operator in such as each room
Sedimentation bacterium number, bacterium number of swimming in member's number, certain space；
F, equipment 1, robot, built-in fingerprint identification function have all kinds of indexs of modification robot, the personnel of parameter authority to record in advance
Enter fingerprint, robot carries out fingerprint locking.If parameter need to be changed, related personnel relies on fingerprint amendment relevant parameter.
2nd, to realize the above, production process monitoring and error correction purpose are reached, and realize to each index of GMP power house environments
Real-time monitoring and in time adjustment, present invention employs robot built-in warning device.If operating personnel make a mistake, machine human hair
Responding song and prompting, remind operating personnel's operational error, and teaching process personnel this how to adjust operating procedure；If live ring
Border index goes beyond the scope, then robot sends alert song and prompting, reminds operating personnel's adjustment environment physics and chemistry index control system,
Or environment is cleaned, relevant parameter is reached requirement.Its embodiment includes：
A, equipment 1, built-in liquid-transfering gun and liquid filled container angle and distance parameter, parameter contain deviation range.Parameter and deviation range
Can artificially it set.If in operating process, the relevant parameter that robot is monitored exceed deviation range, then be considered as operation it is unqualified,
Robot sends alert song and prompting, it is desirable to production operation personnel adjustment operation.If producers are not adjusted to just according to prompting
Really operation, then alert ring is more than, is adjusted until producers untill correct operation；
B, equipment 1, are built in all kinds of different operatings, operating personnel's body part and workbench to be operated, article angle with away from
From parameter, parameter contains deviation range.Parameter and deviation range can artificially be set.If during respective operations, robot monitoring
The relevant parameter arrived exceed deviation range, then be considered as operation it is unqualified, robot sends alert song and prompting, it is desirable to production operation
Personnel's adjustment operation.If producers are not adjusted to correct operation according to prompting, song is warned incessantly, until producers' adjustment
Untill correct operation；
C, equipment 1, built-in all kinds of liquid volume range parameters, parameter contain deviation range, and parameter and deviation range can artificially be set.
If the volume of fluid of robot sampling observation exceeds deviation range, robot sends alert song and prompting, and operating personnel are according to carrying
Show and supply volume and adjustment point liquid accumulated amount.Robot sampling observation is sent after alert song and prompting, can be weighed after interval time period
Whether multiple sampling observation, inspection operation personnel are adjusted on request, and interval time period described herein can artificially be set.If repeating to inspect by random samples
It was found that operating personnel do not adjust on request, then robot persistently alarms；
D, equipment 1, can artificially set each index parameter of relevant environment, and parameter contains deviation range.If each index of site environment exceeds
Preset range, robot sends alert ring and pointed out, it is desirable to which operating personnel adjust each index control system of environment, or environment is carried out
Cleaning, makes relevant parameter reach requirement；
E, equipment 1, can artificially set the scale parameter of different Biological indicators and environment area, and parameter contains deviation range.If ratio
Parameter exceeds preset range, and robot sends alert ring and pointed out, it is desirable to which operating personnel adjust field personnel's number, or to environment
Cleaned, relevant parameter is reached requirement；
F, equipment 1, built-in statistical function send the number of times and duration of alert song, when described herein in one time cycle of statistics
Between the cycle can artificially set.
3rd, it is outer present invention employs connection in addition to robot built-in warning device to reach above-mentioned monitoring and error correction purpose
Portion turnkey and the computer cloud system of storage.If operating mistake fails to be corrected always, computer cloud system can be sent
Alert ring and point out, remind related management personnel's production process unexpected situation occur unresolved, need to intervene quickening solve into
Degree, ensures being smoothed out for production.Its embodiment includes：
A, equipment 2, are connected with the data of equipment 1, are the external computer cloud systems of equipment 1.Equipment 1 can periodically by dependency number it is believed that
Breath is sent to equipment 2, and the transmission cycle can artificially be set.Transmitting data, to include the daily operating time of equipment 1, alarm corresponding
Action type, alarm times and duration of alarming every time；
B, equipment 1 and equipment 2, can artificially be set, the single of equipment 1 police ring duration exceed how long（Different type of alarm can
Different single police's ring durations are set）, equipment 2 is transferred data to automatically.Equipment 2 is received after alert data, is directly initiated interior
Warning device is put, police is sent and rings and point out the action type corresponding to alarm, remind staff's production process to occur surprisingly, to need
Related management personnel's emergent management；
C, equipment 2, modification, modification time and the modification personnel of all parameters of equipment 1, can be sent to equipment within the fixed cycle
2, equipment 2 is preserved after receiving data；
D, equipment 1, are transferred data to after equipment 2, and data will have been transmitted automatically and have been emptied, releasing memory；Equipment 2, long term storage
Production operation data, can be achieved the regulation traced to the source required by medicine equipment related management regulations.If necessary, can will be daily
Each index of environmental monitoring prints archive, reduces the step of personal monitoring, writing, reduction early stage to culture medium and subsequently
The experimental procedures such as bacteria, mitigate workload.
Beneficial effects of the present invention are：
The present invention it is a kind of for the artificial production monitoring of medical device product, GMP workshop conditions monitor artificial intelligence monitoring and
Error correction system, solves the human cost of medical device product production process monitoring and the monitoring of GMP power house environments, time cost asks
Topic, using artificial intelligence -- supervisory control of robot substitutes artificial monitoring, the rule of not single effective guarantee medical device product production process
Generalized, effectively reduces the error that human factor is caused；Also the real-time monitoring of each index of environment, effective guarantee medicine equipment can be realized
Product safety, specification production, are prevented effectively from the product quality problem that environmental factor is caused.
Brief description of the drawings：
Fig. 1, equipment 1 is artificial intelligence -- the robot of the present invention；
Mark 1 in Fig. 1 is warning lamp, and mark 2 is monitor, and mark 3 is information display screen, and mark 4 is physical and chemical index probe,
Mark 5 is Biological indicators inductor
Fig. 2, equipment 2 is the external computer cloud system of the present invention.
Embodiment：
By detail specifications technology contents of the invention, the purpose realized, give below in conjunction with the drawings and the specific embodiments
Describe in detail.
1st, it is artificial intelligence referring to Fig. 1, Fig. 1 is the equipment 1 of the present invention -- the structural representation of robot, the machine
The monitoring of people and warning function include：
A, angle and distance according to operating personnel's holding liquid-transfering gun and liquid filled container, judge whether artificial operation is correct；
Whether just B, angle and distance according to operating personnel's body part and workbench to be operated, article, judge artificial operation
Really；
C, built-in amount liquid device, if in operation, being related to the packing of liquid volume, equipment 1 is by according to certain sampling observation ratio
Example measures solution.Sampling observation ratio can artificially be set；
D, built-in environment physical and chemical index inductor, can sense site environment real time temperature, humidity, the pressure with adjacent space
Difference, live dust particle granule number；
E, built-in biological thermal source inductor, can sense site environment Biological indicators, operational personnel, certain space in such as each room
Interior sedimentation bacterium number, bacterium number of swimming；
F, built-in fingerprint identification function, have all kinds of indexs of modification robot, the personnel of parameter authority to shift to an earlier date typing fingerprint, robot
Carry out fingerprint locking.If parameter need to be changed, related personnel relies on fingerprint amendment relevant parameter；
G, built-in liquid-transfering gun and liquid filled container angle and distance parameter, parameter contain deviation range.Parameter and deviation range can be artificial
Set.If in operating process, the relevant parameter that robot is monitored exceeds deviation range, then it is considered as unqualified, the robot of operation
Send alert song and prompting, it is desirable to production operation personnel adjustment operation.If producers are not adjusted to correct operation according to prompting,
Then alert ring is more than, is adjusted until producers untill correct operation；
H, it is built in all kinds of different operatings, operating personnel's body part and workbench to be operated, article angle and distance parameter,
Parameter contains deviation range.Parameter and deviation range can artificially be set.If during respective operations, the correlation that robot is monitored
Parameter exceed deviation range, then be considered as operation it is unqualified, robot sends alert song and prompting, it is desirable to production operation personnel adjust
Operation.If producers are not adjusted to correct operation according to prompting, song is warned incessantly, until producers are adjusted to correct behaviour
As only；
I, built-in all kinds of liquid volume range parameters, parameter contain deviation range, and parameter and deviation range can artificially be set.If machine
The volume of fluid of people's sampling observation exceeds deviation range, then robot sends alert song and prompting, and operating personnel supply according to prompting
Volume and adjustment point liquid accumulated amount.Robot sampling observation is sent after alert song and prompting, can repeat to inspect by random samples after interval time period,
Whether inspection operation personnel are adjusted on request, and interval time period described herein can artificially be set.If repeating sampling observation finds behaviour
Make personnel not adjust on request, then robot persistently alarms；
J, relevant environment physical and chemical index parameter can be artificially set, parameter contains deviation range.If site environment physics and chemistry index is beyond pre-
If scope, robot sends alert ring and pointed out, it is desirable to which operating personnel adjust environment physics and chemistry index control system, or environment is carried out
Cleaning, makes relevant parameter reach requirement；
K, the scale parameter that can artificially set different Biological indicators and environment area, parameter contain deviation range.If scale parameter surpasses
Go out preset range, robot sends alert ring and pointed out, it is desirable to which operating personnel adjust field personnel's number, or environment is carried out clear
It is clean, relevant parameter is reached requirement；
L, built-in statistical function, send the number of times and duration of alert song, time cycle described herein in one time cycle of statistics
Can artificially it set.
2nd, referring to Fig. 2, Fig. 2 is the external computer cloud system of the present invention, its turnkey and memory function mainly include：
A, equipment 2, are connected with the data of equipment 1, are the external computer cloud systems of equipment 1.Equipment 1 can periodically by dependency number it is believed that
Breath is sent to equipment 2, and the transmission cycle can artificially be set.Transmitting data, to include the daily operating time of equipment 1, alarm corresponding
Action type, alarm times and duration of alarming every time；
B, equipment 1 and equipment 2, can artificially be set, the single of equipment 1 police ring duration exceed how long（Different type of alarm can
Different single police's ring durations are set）, equipment 2 is transferred data to automatically.Equipment 2 is received after alert data, is directly initiated interior
Warning device is put, police is sent and rings and point out the action type corresponding to alarm, remind staff's production process to occur surprisingly, to need
Related management personnel's emergent management；
C, equipment 2, modification, modification time and the modification personnel of all parameters of equipment 1, can be sent to equipment within the fixed cycle
2, equipment 2 is preserved after receiving data；
D, equipment 1, are transferred data to after equipment 2, and data will have been transmitted automatically and have been emptied, releasing memory；Equipment 2, long term storage
Production operation data, can be achieved the regulation traced to the source required by medicine equipment related management regulations.If necessary, can will be daily
The physical and chemical index of environmental monitoring prints archive, reduces the step of personal monitoring, writing, reduction early stage to culture medium and after
The experimental procedures such as continuous bacteria, mitigate workload.
Above said content is only embodiments of the invention, is not intended to limit the scope of the invention, every to utilize
Equivalent structure or equivalent flow conversion that description of the invention and accompanying drawing content are made, or directly or indirectly it is used in other correlations
Technical field, be included within the scope of the present invention.
Claims (4)
1. a kind of artificial intelligence for the artificial production monitoring of medical device product, its feature includes：
1) equipment 1, robot holds the angle and distance of liquid-transfering gun and liquid filled container according to operating personnel, judges artificial operation
It is whether correct；
2) equipment 1, robot, according to operating personnel's body part and workbench to be operated, the angle and distance of article, judges
Whether artificial operation is correct；
3) equipment 1, robot, built-in amount liquid device, if in operation, being related to the packing of liquid volume, equipment 1 is by root
Solution is measured according to certain sampling observation ratio, sampling observation ratio can artificially be set；
4) equipment 1, robot, built-in fingerprint identification function has all kinds of indexs of modification robot, the personnel of parameter authority to shift to an earlier date
Typing fingerprint, robot carries out fingerprint locking, if parameter need to be changed, and related personnel relies on fingerprint amendment relevant parameter.
2. a kind of artificial intelligence for GMP power house environment Indexs measures, its feature includes：
1) equipment 1, robot, built-in environment physical and chemical index inductor, can sense site environment real time temperature, humidity, with it is adjacent
The pressure differential in space, live dust particle granule number；
2) equipment 1, robot, built-in biological thermal source inductor can sense site environment Biological indicators, be operated in such as each room
Sedimentation bacterium number, bacterium number of swimming in personnel's number, certain space；
3) equipment 1, robot, built-in fingerprint identification function has all kinds of indexs of modification robot, the personnel of parameter authority to shift to an earlier date
Typing fingerprint, robot carries out fingerprint locking, if parameter need to be changed, and related personnel relies on fingerprint amendment relevant parameter.
3. each detection function according to described by claim 1, claim 2, subsidiary warning system, its feature includes：
1) equipment 1, built-in liquid-transfering gun and liquid filled container angle and distance parameter, parameter contain deviation range, parameter and deviation range
Can artificially set, if in operating process, the relevant parameter that robot is monitored exceed deviation range, then be considered as operation it is unqualified,
Robot sends alert song and prompting, it is desirable to production operation personnel adjustment operation, if producers are not adjusted to just according to prompting
Really operation, then alert ring is more than, is adjusted until producers untill correct operation；
2) equipment 1, is built in all kinds of different operatings, operating personnel's body part and workbench to be operated, article angle with away from
From parameter, parameter contains deviation range, and parameter and deviation range can artificially be set, if during respective operations, robot monitoring
The relevant parameter arrived exceed deviation range, then be considered as operation it is unqualified, robot sends alert song and prompting, it is desirable to production operation
Personnel's adjustment operation, if producers are not adjusted to correct operation according to prompting, alert song is more than, until producers' adjustment
Untill correct operation；
3) equipment 1, built-in all kinds of liquid volume range parameters, parameter contains deviation range, and parameter and deviation range can artificially be set
Put, if the volume of fluid of robot sampling observation exceeds deviation range, robot sends alert song and prompting, operating personnel according to
Volume and adjustment point liquid accumulated amount are supplied in prompting, and robot sampling observation is sent after alert song and prompting, the meeting after interval time period
Repeat to inspect by random samples, whether inspection operation personnel are adjusted on request, and interval time period described herein can artificially be set, if repeating to take out
Inspection finds that operating personnel do not adjust on request, then robot persistently alarms；
4) equipment 1, can artificially set relevant environment physical and chemical index parameter, parameter contains deviation range, if site environment physics and chemistry refers to
Number exceeds preset range, and robot sends alert ring and pointed out, it is desirable to which operating personnel adjust environment physics and chemistry index control system, or right
Environment is cleaned, and relevant parameter is reached requirement；
5) equipment 1, can artificially set the scale parameter of different Biological indicators and environment area, parameter contains deviation range, if ratio
Parameter exceeds preset range, and robot sends alert ring and pointed out, it is desirable to which operating personnel adjust field personnel's number, or to environment
Cleaned, relevant parameter is reached requirement；
6) equipment 1, built-in statistical function sends the number of times and duration of alert song, when described herein in one time cycle of statistics
Between the cycle can artificially set.
4. warning system according to claim 3, subsidiary external storage and supervision cloud system, its feature includes：
1) equipment 2, is connected with the data of equipment 1, is the external computer cloud system of equipment 1, and equipment 1 can be periodically by related data
Information transmission to equipment 2, the transmission cycle can artificially be set, and transmission data include the daily operating time of equipment 1, alarm corresponding
Action type, alarm times and duration of alarming every time；
2) equipment 1 and equipment 2, can artificially be set, the single of equipment 1 police ring duration exceed how long（Different type of alarm can
Different single police's ring durations are set）, equipment 2 is transferred data to automatically, equipment 2 is received after alert data, directly initiate interior
Warning device is put, police is sent and rings and point out the action type corresponding to alarm, remind staff's production process to occur surprisingly, to need
Related management personnel's emergent management；
3) equipment 2, modification, modification time and the modification personnel of all parameters of equipment 1, can be sent within the fixed cycle and set
Standby 2, equipment 2 is preserved after receiving data；
4) equipment 1, is transferred data to after equipment 2, and data will have been transmitted automatically and have been emptied, releasing memory；Equipment 2, long term storage
Production operation data, can be achieved the regulation traced to the source required by medicine equipment related management regulations, if necessary, can will be daily
The physical and chemical index of environmental monitoring prints archive, reduces the step of personal monitoring, writing, reduction early stage to culture medium and after
The experimental procedures such as continuous bacteria, mitigate workload.
Priority Applications (1)
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|---|---|---|---|
| CN201710323739.XA CN107030712A (en) | 2017-05-10 | 2017-05-10 | A kind of artificial intelligence monitoring monitored for the artificial production monitoring of medical device product, GMP workshop conditions and error correction system |
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|---|---|---|---|
| CN201710323739.XA CN107030712A (en) | 2017-05-10 | 2017-05-10 | A kind of artificial intelligence monitoring monitored for the artificial production monitoring of medical device product, GMP workshop conditions and error correction system |
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| CN108681801B (en) * | 2018-02-22 | 2020-10-27 | 石化盈科信息技术有限责任公司 | Method and system for monitoring operation index in production process |
| CN114202248A (en) * | 2022-01-13 | 2022-03-18 | 浙江工企信息技术股份有限公司 | Production management method and system based on MES intelligent manufacturing |
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