CN110164541A - Working condition in the Medical Devices period determines method and system - Google Patents
Working condition in the Medical Devices period determines method and system Download PDFInfo
- Publication number
- CN110164541A CN110164541A CN201810146850.0A CN201810146850A CN110164541A CN 110164541 A CN110164541 A CN 110164541A CN 201810146850 A CN201810146850 A CN 201810146850A CN 110164541 A CN110164541 A CN 110164541A
- Authority
- CN
- China
- Prior art keywords
- medical devices
- work
- log
- medical
- working condition
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C3/00—Registering or indicating the condition or the working of machines or other apparatus, other than vehicles
- G07C3/08—Registering or indicating the production of the machine either with or without registering working or idle time
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- Epidemiology (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Primary Health Care (AREA)
- Public Health (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The working condition that the embodiment of the present invention was provided in a kind of Medical Devices period determines method.This method comprises: generating instruction in response to the report chart that medical worker sends, ID and the cycle time of the Medical Devices in instruction are generated according to report chart, the work log in cycle time corresponding with ID is obtained into log database;It determines daily using data in work log;According to data are used daily, the work calendar of Medical Devices is generated in user interface, is determined as validity date for the preset date is met in work calendar;In response to go through on weekdays choosing at least one validity date, according to it is corresponding at least one validity date it is daily use data, determine the working condition in the Medical Devices period.The working condition that the embodiment of the present invention was also provided in a kind of Medical Devices period determines system.The embodiment of the present invention realizes the working condition in the Medical Devices period and determines, hospital can be helped to intuitively understand the service efficiency of Medical Devices.
Description
Technical field
A kind of working condition the present invention relates to medical equipment management technical field more particularly in Medical Devices period is true
Determine method and system.
Background technique
With the progress and development of medical technology, advanced science and technology constantly gets application on Medical Devices, due to
The medical worker of each hospital it is horizontal it is different, scheduling mode is different, cause each hospital for Medical Devices service efficiency not
Together.
In order to grasp the behaviour in service of Medical Devices, and according to the behaviour in service of the Medical Devices to the medical matters people of hospital
Member gives training, carries out specific aim adjustment to scheduling, and medical worker can count making for the Medical Devices in some cycles
With report (such as: monthly magazine, weekly).
Medical Devices in some cycles of statistics are depicted as the modes such as chart using report, checked for medical worker or
It is to be compared with the other equipment of same type, by comparing as a result, understanding the gap between same type distinct device.
In realizing process of the present invention, at least there are the following problems in the related technology for inventor's discovery:
Medical Devices at this stage are mostly that manual inspection adds the mode registered manually, and manual inspection is manual using report
The operation of registration not only very complicated, also will cause certain error, so that the data of statistics are inaccurate, while count doctor
After the use data for treating equipment, the artificial use report for counting Medical Devices is again sufficiently complex, is operationally not easy to execute, not have
A kind of scientific and effective statistical method.Even if determining the use report of Medical Devices, how to go to help using report according to described
The service efficiency of hospital's optimization Medical Devices is helped to compare again blindly, the index of none unified science.
Summary of the invention
In order at least solve in the prior art can not periodically, the usage record of the acquisition Medical Devices of automation, without section
The use report that effective statistical method determines equipment is learned, and can not be carried out from described using the index for extracting science in report
The problem of optimization.
In a first aspect, the working condition that the embodiment of the present invention was provided in a kind of Medical Devices period determines method, it is applied to
Server, comprising:
Instruction is generated in response to the report chart that medical worker sends, the medical treatment in instruction is generated according to the report chart
The ID of equipment and cycle time obtain the work log in cycle time corresponding with the ID into log database;
The work log is parsed, is determined daily using data in the work log, wherein is described daily to use number
According to beginning, end time and the access times for including: switching on and shutting down record, each inspection or treatment task;
According to it is described it is daily use data, the work calendar of the Medical Devices is generated in user interface, by the work
Meeting preset switches machine record in calendar and/or meeting the default beginning for checking or treating task, end time and/or meet makes
It is determined as validity date with the date of number;
In response at least one validity date that work calendar of the medical worker in the user interface is chosen, according to
At least one described validity date is corresponding daily using data, determines the working condition in the Medical Devices period.
Second aspect, the working condition that the embodiment of the present invention was provided in a kind of Medical Devices period determine method, are applied to
Control box terminal, comprising:
In response to the connection application that at least one Medical Devices is sent, each medical treatment is set according to the ID of each Medical Devices
It is standby to carry out authentication configuration, establish communication connection;
The working condition of each Medical Devices is monitored, to generate the work log of each Medical Devices, wherein described
Work log includes: switching on and shutting down record, each beginning, end time and access times checked or treat task;
Work log corresponding to each Medical Devices ID is periodically uploaded to log database, with for will it is described respectively
Update/the creation in the log database of work log corresponding to Medical Devices ID.
The third aspect, the working condition that the embodiment of the present invention was provided in a kind of Medical Devices period determine system, are applied to
Server, comprising:
Work log obtains program module, and the report chart for sending in response to medical worker generates instruction, according to institute
ID and cycle time that report chart generates the Medical Devices in instructing are stated, is obtained into log database opposite with the ID
The work log in cycle time answered;
Program module is determined using data, and for parsing the work log, determine makes in the work log daily
With data, wherein it is described it is daily using data include: switching on and shutting down record, it is each check or the beginning for the treatment of task, the end time with
And access times;
The calendar that works generates program module, for according to it is described it is daily use data, generate the medical treatment in user interface
The work calendar of equipment will meet preset switches machine record and/or meet default inspection or treatment task in the work calendar
Beginning, the end time and/or meet dates of access times and be determined as validity date;
Working condition determines program module, for choosing in response to work calendar of the medical worker in the user interface
At least one validity date, according to it is corresponding at least one described validity date it is daily use data, determine the doctor
Treat the working condition in equipment periodic.
Fourth aspect, the working condition that the embodiment of the present invention was provided in a kind of Medical Devices period determine system, are applied to
Control box terminal, comprising:
Program module is established in communication connection, the connection application for sending in response at least one Medical Devices, according to institute
The ID for stating each Medical Devices carries out authentication configuration to each Medical Devices, establishes communication connection;
Work log generates program module, for monitoring the working condition of each Medical Devices, to generate each doctor
Treat the work log of equipment, wherein the work log includes: switching on and shutting down record, each beginning for checking or treating task, terminates
Time and access times;
Work log upload program module, for being periodically uploaded to work log corresponding to each Medical Devices ID
Log database, for by work log update/wound in the log database corresponding to each Medical Devices ID
It builds.
5th aspect, provides a kind of electronic equipment comprising: at least one processor, and with described at least one
Manage the memory of device communication connection, wherein the memory is stored with the instruction that can be executed by least one described processor, institute
It states instruction to be executed by least one described processor, so that at least one described processor is able to carry out any embodiment of the present invention
The Medical Devices period in working condition the step of determining method.
6th aspect, the embodiment of the present invention provide a kind of storage medium, are stored thereon with computer program, and feature exists
In the working condition when program is executed by processor in the Medical Devices period of realization any embodiment of the present invention determines method
The step of.
The automation that the embodiment of the present invention realizes Medical Devices periodic report chart generates, and is obtained by automating periodically
The usage record for taking Medical Devices, according to medical worker's selected date, periodic report subtype, comparison Medical Devices
ID scientificlly and effectively generates Medical Devices using report, and the key index for providing science helps hospital to carry out tracking optimization.
Meanwhile in the case where convenient and fast operation helps, medical worker can be with the more intuitive accurate service efficiency for understanding equipment, to be directed to
Carry out efficiency improvement to property.And the Medical Devices work log that can not connect outer net is obtained in conjunction with control box, or due to setting
Work log can not be voluntarily generated for old, so that Medical Devices applied by this method are more extensive.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the process of method
Figure;
Fig. 2 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines working day of method
Go through datagram;
Fig. 3 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the monthly end of method
It is secondary to use moment distributed data figure;
Fig. 4 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the average end of method
It is secondary to use week at moment distributed data figure;
Fig. 5 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines that the monthly of method sets
Standby utilization rate week distributed data figure;
Fig. 6 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the equipment moon of method
Spend total access times different time sections distributed data figure;
Fig. 7 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines that the equipment of method is flat
Use week time distributed data figure;
Fig. 8 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines that the equipment of method is flat
Use time different time sections distributed data figure;
Fig. 9 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the monthly flat of method
Use interval variation trend data figure;
Figure 10 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the monthly of method
Averagely use interval variation trend correlation data figure;
Figure 11 be another embodiment of the present invention provides a kind of Medical Devices period in working condition determine the stream of method
Cheng Tu;
Figure 12 is that the working condition in a kind of Medical Devices period that one embodiment of the invention provides determines the structure of system
Schematic diagram.
Figure 13 be another embodiment of the present invention provides a kind of Medical Devices period in working condition determine the knot of system
Structure schematic diagram.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
The working condition in a kind of Medical Devices period provided as shown in Figure 1 for one embodiment of the invention determines method
Flow chart includes the following steps:
S11: instruction is generated in response to the report chart that medical worker sends, is generated in instruction according to the report chart
The ID of Medical Devices and cycle time obtain the working day in cycle time corresponding with the ID into log database
Will;
S12: parsing the work log, determines daily using data in the work log, wherein described to make daily
It include: switching on and shutting down record, each beginning, end time and access times checked or treat task with data;
S13: according to it is described it is daily use data, generate the work calendar of the Medical Devices in user interface, will be described
Meet preset switches machine record in work calendar and/or meets default beginning, end time and/or the symbol checked or treat task
The date for closing access times is determined as validity date;
S14: at least one validity date chosen in response to work calendar of the medical worker in the user interface, root
According to it is corresponding at least one described validity date it is daily use data, determine the work shape in the Medical Devices period
Condition.
In the present embodiment, log database is by obtaining the work logs of each Medical Devices, by the log according to
The ID classification storage of each Medical Devices, in order to the calling of server.This method can be applied to the computer equipment with screen
In, by the operation user interface of medical worker, to generate corresponding periodic report chart.
For step S11, medical worker reports chart in the user interface, according to being generated for medical worker's input
Medical Devices ID and certain cycle time range generate the generation instruction of the report chart.For example, in the present embodiment
In, cycle time may be set to one month.
When server receive medical worker transmission report chart generate instruction, to the report chart generate instruct into
Row parsing, so that having obtained the report chart generates the Medical Devices ID in instructing and cycle time.According to report chart
The Medical Devices ID in instruction and one month cycle time are generated, obtains the Medical Devices in Xiang Suoshu log database
Work log of the ID within one month.
For step S12, the work log is parsed, determines daily using data in the work log, is being obtained
To after the work log of the Medical Devices, the work log is parsed.Wherein it is possible to be directed to storage this method
Computer equipment carries out machine learning, and how use data daily in one month are extracted in high efficiency identification for study, comprising:
Switching on and shutting down record, each beginning, end time and access times checked or treat task.Other than using machine learning, also
The methods of regular expression, neural network can be used to be parsed.
In the present embodiment, it is screened by using keyword, the garbage in the work log is screened out,
Information required for only retaining, wherein filtering algorithm can according to every data line of work log inquiry judging in turn,
At the beginning of determining whether as equipment use and the end time, and when extracting the work log of start and end time
Between stab and parsed.
Such as the work log after screening is as follows:
--
[2018-01-25 09:03:20]<<<<device-x optical machine-startup
[2018-01-25 10:20:50]<<<<device-x optical machine-start running code
=1
[2018-01-25 10:35:50] < < < < device-x optical machine-end running code=1
[2018-01-25 10:55:50]<<<<device-x optical machine-start running code
=2
[2018-01-25 11:10:50] < < < < device-x optical machine-end running code=2
[2018-01-25 12:00:50]<<<<device-x optical machine-start running code
=3
[2018-01-25 12:15:50] < < < < device-x optical machine-end running code=3
[2018-01-25 17:30:20]<<<<device-x optical machine-shutdown
--
[2018-01-26 09:05:20]<<<<device-x optical machine-startup
[2018-01-26 13:15:50]<<<<device-x optical machine-start running code
=1
[2018-01-26 13:30:50] < < < < device-x optical machine-end running code=1
[2018-01-26 17:35:20]<<<<device-x optical machine-shutdown
By being parsed to the work log, switching on and shutting down record, each inspection or the treatment of available Medical Devices
Beginning, end time point and the access times of task.
In above-mentioned work log, startup represents Medical Devices booting, and shutdown represents Medical Devices shutdown,
Running code represents the number used, and [2018-01-25 10:20:50] represents time point corresponding to current operation, root
According to the time point, daily equipment can be divided using data.Device-xoptical machine-start is represented
Medical Devices X-ray machine begins to use, device-x optical machine-end represent Medical Devices X-ray machine terminate using.
For step S13, server daily uses number after determining in one month daily use data, according to described
According to the work calendar for generating of that month Medical Devices in user interface.Wherein, each date can be by part work in work calendar
It is shown as data.Such as time, access times etc. are used using time, last for the first time.It will meet in the work calendar
Preset switches machine records and/or meets default using the beginning of task, end time and/or the date determination for meeting access times
For validity date.For example, ought Medical Devices in a few days be not powered on, resulting in the same day does not use data, also can not just generate
The report chart on the same day, or even if same day booting, but Medical Devices are not run, access times 0 can not also generate and work as
The report chart of day.So the date that will be unable to generate report chart is determined as inavid date, report chart will can be generated
Date is determined as validity date.
For step S14, by work calendar after user interface presentation, medical worker is by choosing in the work calendar
At least one validity date, server in response at least one selected validity date of medical worker it is corresponding use number
According to determining the working condition in the Medical Devices period.
Instruction is generated by the report chart sent in response to medical worker, phase is inquired in automation in log database
The work log answered intuitively checks setting convenient for user showing to user the work log in a manner of calendar
Briefing of work in period.And by being determined in the Medical Devices period in response to the date that medical worker chooses in calendar
Working condition, convenient for the operation of medical worker, meanwhile, help medical worker it is more intuitive it is accurate understand equipment use effect
Rate helps hospital to carry out efficiency improvement.
As an implementation, in the present embodiment, it is described according to it is described it is daily use data, user interface generate
The work calendar of the Medical Devices includes:
The sum of all daily access times are counted, to determine average access times;
According to the average access times and the daily switching on and shutting down record, the work on date in the work calendar is determined
Condition classification is the date full-filling color corresponding with the operating condition classification in the work calendar according to the operating condition classification,
In, the operating condition classification includes: to be not keyed up, do not scan, is abnormal, is normal.
It in the present embodiment, such as with one month is the period, daily average access times in statistics this month, by every
Per day access times and daily switching on and shutting down record, determine the operating condition classification on date in the work calendar.
For example, if when total access times of date are more than or equal to the 1/4 of average access times daily in this month,
The operating condition classification on date in the work calendar is determined as normally;
If total access times of date are less than the 1/4 of average access times daily in this month, by the work
The operating condition classification for making the date in calendar is determined as exception;
If date does not have switching on and shutting down record, the operating condition classification on date in the work calendar is determined as not opening
Machine;
If date has a switching on and shutting down record, and when the same day total access times are 0, then by the date in the work calendar
Operating condition classification is determined as not scanning.
As shown in Fig. 2, in determining work calendar after the different operating condition classifications on date, not for different operating condition category settings
Same color, full-filling is in the work calendar.
It can be seen that by the implementation method and different operating condition classifications divided to the date different in work calendar, for
The different color in different classifications shows in calendar can allow medical worker more straight by different colors
Which of the discovery of sight on " emphasis " date, and then more pay attention to the efficiency situation on these dates.
As an implementation, in the present embodiment, the working condition packet in the determination Medical Devices period
It includes: generating the periodic report chart of the Medical Devices in the user interface, wherein the user interface further includes period report
The option list of subtype is accused,
The periodic report chart includes: that the last of Medical Devices is used using the period of time distribution map, Medical Devices
Rate time distribution map, the service efficiency time distribution map of Medical Devices, Medical Devices dispatching efficiency time distribution map, Medical Devices
Cyclical indicator tendency chart;
In response to the periodic report subtype that medical worker selects in the user interface, generate and the periodic report
Periodic report chart of the subtype to corresponding Medical Devices.
In the present embodiment, the user interface includes the option list of periodic report subtype, by response to
The selected report subtype of medical worker, generates the chart of respective type.
When medical worker selects the last of Medical Devices using time distribution map in the option list, server is rung
Time distribution map should be used in the last of the selected Medical Devices of medical worker, go through middle selection on weekdays according to medical worker
Validity date, generate the lasts of corresponding Medical Devices and use time distribution map.
For example, medical worker has selected the validity date of a whole month in the work calendar, to generate this month
Monthly last uses time distribution map, as shown in figure 3, using moment distributed data figure by monthly last, medical worker can be with
The number of days that last uses, which is completed, before recognizing current hospital 18:00 only accounts for 33.33%, and remaining 66.66% number of days is all
Be that the last time completed after 18:00 uses, and wherein 63.33% completed in 18:00~20:00 point, it is overall come
Say that equipment workload is medium.
Meanwhile hospital being allowed to understand on Monday to the different operating load on Sunday for convenience, server also uses last
Time is counted according to the dimension of Monday to Sunday, and the switching push button of user interface is clicked by medical worker, carries out chart
Switching, do so can allow hospital understand Mon-Fri terminate using distribution situation, so that reasonable arrangement manpower is arranged an order according to class and grade, such as
Shown in Fig. 4, week at moment distributed data figure is used by average last, it can be seen that the end of hospital's Wednesday is general using the time
Relatively early, and Tuesday, Friday generally terminates using later, and hospital can carry out more personnel for Tuesday and Friday and arrange an order according to class and grade.
When medical worker's selection cycle utilization rate time distribution map in the option list, server is in response to medical matters
The period utilization rate time distribution map of the selected Medical Devices of personnel, the effective of middle selection is gone through according to medical worker on weekdays
Date generates the period utilization rate time distribution map of corresponding Medical Devices.For example, medical worker selects in the work calendar
The validity date of a whole month is selected, to generate of that month monthly period utilization rate time distribution map.
By to all being analyzed daily using the start and end time of task in this month, it is statistics available go out medical treatment daily
The available machine time T1 of equipment, and the time T2 being used directly in equipment use, may finally show that Mon-Fri medical treatment is set
Standby capacity utilization R1.Wherein, the statistical formula of T1, T2, R1 are as follows:
T1=Tend(N)-Tstart(1)
Wherein, N is the same day total access times, Tend(n) n-th of end time using task, T are indicatedstart(n) it indicates
N-th using at the beginning of task.
As shown in figure 5, be the monthly capacity utilization week distributed data figure of certain medical equipment in hospital, it can from figure
Out, the capacity utilization of Monday and Tuesday are then highest in one week, have reached 63.3%.It can also switch to equipment simultaneously
Runing time, boot running time period profile figure, the time used distribution map that equipment time used is the longitudinal axis,
This is repeated no more.
When medical worker selects the service efficiency time distribution map of Medical Devices, server response in the option list
In the service efficiency time distribution map of the selected Medical Devices of medical worker, middle selection is gone through on weekdays according to medical worker
Validity date generates the service efficiency time distribution map of corresponding Medical Devices.For example, medical worker is in the work calendar
The validity date of a whole month is selected, to generate of that month service efficiency time distribution map.
By access times and operating speed (access times per hour) daily in statistics this month, hospital can be helped
Equipment is solved in the service efficiency Annual distribution of different time.As shown in fig. 6, passing through the monthly total access times different time of the equipment
Section distributed data figure, it can be seen that morning 10:00~11:00 and 15:00~16:00 in afternoon is Medical Devices service efficiency
The highest period, and inspection or treatment number are most.It is no longer superfluous herein by the service efficiency time distribution map of horizontal axis of week
It states.
When medical worker selects Medical Devices dispatching efficiency time distribution map in the option list, server in response to
The selected Medical Devices dispatching efficiency time distribution map of medical worker, the effective of middle selection is gone through according to medical worker on weekdays
Date generates corresponding Medical Devices dispatching efficiency time distribution map.For example, medical worker selects in the work calendar
The validity date of one the whole month, to generate of that month service efficiency time distribution map.
According to each inspection or the beginning for the treatment of task, end time, the average using the time of Medical Devices is calculated, is reflected
It is average using the time to be directed to that each patient spent for hospital, can embody the experience and technology of operator to a certain extent
It is horizontal.
According to each inspection or the beginning for the treatment of task, end time, calculates averagely using interval, reflect Medical Devices and exist
After completing a case, until next case formally start before waiting time, can reflect hospital processing patient substitute
The efficiency of process contains more exchange device coil by taking nuclear magnetic resonance equipment as an example, puts the operation such as patient.
By counting the monthly distribution of above two indexs, it can reflect medical equipment operation personnel's to a certain extent
The efficiency of technical level and hospital when handling sufferer alternating.
Still by taking the actual count result of certain hospital as an example, by using the week distribution of time and different time to average
The distribution of section is it is found that as shown in fig. 7, averagely use week time distributed data figure by the equipment, it can be seen that Tuesday weekly
Spent is average most using the time, and operator's operating efficiency is slower.As shown in figure 8, when averagely being used by the equipment
Between different time sections distributed data figure, it can be seen that after 19:00 it is average using the time it is more, reflected at night, behaviour
The service speed for making personnel is slack-off.Average use is spaced apart figure, and details are not described herein.
When medical worker selects Medical Devices cyclical indicator tendency chart in the option list, server is in response to medical matters
The selected Medical Devices cyclical indicator tendency chart of personnel, the validity date of middle selection is gone through according to medical worker on weekdays, raw
At corresponding Medical Devices cyclical indicator tendency chart.For example, medical worker has selected having for a whole month in the work calendar
The date is imitated, to generate of that month Medical Devices cyclical indicator tendency chart.
By the way that the data of the whole month are put together, it can be seen that three important indicators of direct consersion unit service efficiency
The trend distribution situation of (checking or treat number, averagely using the time, averagely using interval), can help medical worker to understand
The monthly tendency of service efficiency helps the efficiency change situation before and after hospital's tracking improvement efficiency, with certain hospital's real data system
It is calculated as example, as shown in figure 9, monthly averagely using interval variation trend data figure according to this, it can be seen that it is average using interval,
Start that comparison is steady, and abnormal high use interval occur within certain days, reduces service efficiency, hospital can be directed in the past few days
Abnormal high use interval is inquired, and abnormal cause is found out.And then it improves.
It can be seen that by the implementation method by selecting different types of periodic report chart.It can be directed to different
Direction generates different types of report chart, according to the information that different report charts imply, more effectively to help hospital
It solves Medical Devices and uses working condition, and then help medical worker each targetedly to improve each side of hospital by which aspect
Face.
As an implementation, in the present embodiment, the user interface further includes Medical Devices efficiency comparative's frame;
At least one the comparison ID inputted in the Medical Devices efficiency comparative frame in response to medical worker and time
Range obtains each comparison working day into the log database according at least one described comparison ID and reduced time range
Will;
Each comparison work log is parsed, data are used with each comparison of determination;
According to the periodic report subtype, data are used to generate the Medical Devices in user interface each comparison
Periodic report chart in.
In the present embodiment, for example, user interface current presentation Medical Devices cyclical indicator tendency chart, user circle
Face further includes the comparison frame of Medical Devices efficiency,
By receiving the comparison ID that inputs in the Medical Devices comparison frame of medical worker, server is to the log number
According to the comparison work log in library, obtaining the comparison ID.By parsing the comparison work log, the comparison determined is made
It is generated in the Medical Devices cyclical indicator tendency chart of current user interface, is compared, the moon as shown in Figure 10 with data
Degree averagely uses interval variation trend correlation data figure.
It can be seen that by the implementation method by being compared Medical Devices with other Medical Devices, find out medical treatment and set
Difference and reason in standby service efficiency help hospital to dress to more excellent target, by constantly track efficiency change come
Verify the improvement effect of hospital.
As shown in figure 11 for another embodiment of the present invention provides a kind of Medical Devices period in working condition determination side
The flow chart of method, includes the following steps:
S21: the connection application sent in response at least one Medical Devices, according to the ID of each Medical Devices to each doctor
It treats equipment and carries out authentication configuration, establish communication connection;
S22: the working condition of monitoring each Medical Devices, to generate the work log of each Medical Devices, wherein
The work log includes: switching on and shutting down record, each beginning, end time and access times checked or treat task;
S23: being periodically uploaded to log database for work log corresponding to each Medical Devices ID, to be used for institute
State the update/creation in the log database of work log corresponding to each Medical Devices ID.
Since the function of Medical Devices is different, some old Medical Devices do not have internet function, or remember without log
Recording function, it is necessary to log generation, physics switching be carried out by control box, so that the medical treatment of this not internet function be set
Standby work log, is transmitted in server.
For step S21, control the connection application that box is sent in response at least one Medical Devices, to each Medical Devices into
Row authentication configuration, establishes communication connection, can guarantee that the Medical Devices of specified ID can be carried out with control box by authenticating configuration
Communication connection.And the method for authenticating configuration is more, repeats no more again.
For step S22, the working condition that box monitors each Medical Devices is controlled, to generate each Medical Devices
Work log determines that the switching on and shutting down record of Medical Devices respectively checks or treat task according to the working condition of Medical Devices
Beginning, end time and access times.
For step S23, controls box and work log corresponding to each Medical Devices ID is periodically uploaded to log number
According in library.When the work log in the log database being no ID, the work log of the ID is created, such as
Fruit has the work log of the ID, then is updated the work log of Medical Devices to the work log of the ID in database.
It can be seen that by the implementation method by using control box and help no internet function or without record work
The Medical Devices for making journal function carry out acquisition/update of work log, the automation of work log acquisition are realized, to make
It is more wide to obtain Medical Devices applied by this method, so as to generate the periodic report chart of more Medical Devices.
The working condition in a kind of Medical Devices period provided as shown in figure 12 for one embodiment of the invention determines system
Structural schematic diagram, the technical solution of the present embodiment is applicable to the working condition determination side in the Medical Devices period to equipment
Method, the working condition which can be performed in the Medical Devices period described in above-mentioned any embodiment determines method, and configures
In terminal.
Working condition in a kind of Medical Devices period provided in this embodiment determines system, is applied to server, comprising:
Work log obtains program module 11, determines program module 12 using data, work calendar generates program module 13 and work shape
Condition determines program module 14.
Wherein, the report chart that work log obtains that program module 11 is used to send in response to medical worker generates instruction,
According to it is described report chart generate instruction in Medical Devices ID and cycle time, into log database obtain with it is described
Work log in ID corresponding cycle time;Determine that program module 12 is used to parse the work log using data, really
Daily in the fixed work log uses data, wherein it is described it is daily using data include: switching on and shutting down record, it is each check or
Beginning, end time and the access times for treating task;Work calendar generates program module 13 for making daily according to described
With data, the work calendar of the Medical Devices is generated in user interface, preset switches machine note will be met in the work calendar
It records and/or meets and default check or the beginning for the treatment of task, end time and/or meet dates of access times and be determined as effectively
Date;Working condition determines what program module 14 was used to choose in response to work calendar of the medical worker in the user interface
At least one validity date, according to it is corresponding at least one described validity date it is daily use data, determine the medical treatment
Working condition in equipment periodic.
Further, the work calendar generates program module and is used for:
The sum of all daily access times are counted, to determine average access times;
According to the average access times and the daily switching on and shutting down record, the work on date in the work calendar is determined
Condition classification is the date full-filling color corresponding with the operating condition classification in the work calendar according to the operating condition classification,
In, the operating condition classification includes: to be not keyed up, do not scan, is abnormal, is normal.
Further, the working condition determines that program module is used for: generating the Medical Devices in the user interface
Periodic report chart, wherein the user interface includes the option list of periodic report subtype,
The periodic report chart includes: that the last of Medical Devices is used using the period of time distribution map, Medical Devices
Rate time distribution map, the service efficiency time distribution map of Medical Devices, Medical Devices dispatching efficiency time distribution map, Medical Devices
Cyclical indicator tendency chart;
In response to the periodic report subtype that medical worker selects in the user interface, generate and the periodic report
Periodic report chart of the subtype to corresponding Medical Devices.
Further, the user interface further includes Medical Devices efficiency comparative's frame;
At least one the comparison ID inputted in the Medical Devices efficiency comparative frame in response to medical worker and time
Range obtains each comparison working day into the log database according at least one described comparison ID and reduced time range
Will;
Each comparison work log is parsed, data are used with each comparison of determination;
According to the periodic report subtype, data are used to generate the Medical Devices in user interface each comparison
Periodic report chart in.
The working condition in a kind of Medical Devices period provided as shown in figure 13 for one embodiment of the invention determines system
Structural schematic diagram, the technical solution of the present embodiment is applicable to the working condition determination side in the Medical Devices period to equipment
Method, the working condition which can be performed in the Medical Devices period described in above-mentioned any embodiment determines method, and configures
In terminal.
Working condition in a kind of Medical Devices period provided in this embodiment determines system, is applied to control box terminal,
It include: that program module 21 is established in communication connection, work log generates program module 22 and work log upload program module 23.
Wherein, connection application of the program module 21 for sending in response at least one Medical Devices is established in communication connection,
Authentication configuration is carried out to each Medical Devices according to the ID of each Medical Devices, establishes communication connection;Work log generates program
Module 22 is used to monitor the working condition of each Medical Devices, to generate the work log of each Medical Devices, wherein institute
Stating work log includes: switching on and shutting down record, each beginning, end time and access times checked or treat task;Working day
Will upload program module 23 is used to that work log corresponding to each Medical Devices ID to be periodically uploaded to log database, with
For by work log update/creation in the log database corresponding to each Medical Devices ID.
The embodiment of the invention also provides a kind of nonvolatile computer storage media, computer storage medium is stored with meter
Calculation machine executable instruction, the computer executable instructions can be performed in the Medical Devices period in above-mentioned any means embodiment
Working condition determines method;
As an implementation, nonvolatile computer storage media of the invention is stored with the executable finger of computer
It enables, computer executable instructions setting are as follows:
Instruction is generated in response to the report chart that medical worker sends, the medical treatment in instruction is generated according to the report chart
The ID of equipment and cycle time obtain the work log in cycle time corresponding with the ID into log database;
The work log is parsed, is determined daily using data in the work log, wherein is described daily to use number
According to beginning, end time and the access times for including: switching on and shutting down record, each inspection or treatment task;
According to it is described it is daily use data, the work calendar of the Medical Devices is generated in user interface, by the work
Meeting preset switches machine record in calendar and/or meeting the default beginning for checking or treating task, end time and/or meet makes
It is determined as validity date with the date of number;
In response at least one validity date that work calendar of the medical worker in the user interface is chosen, according to
At least one described validity date is corresponding daily using data, determines the working condition in the Medical Devices period.
As an implementation, nonvolatile computer storage media of the invention is stored with the executable finger of computer
It enables, computer executable instructions setting are as follows:
In response to the connection application that at least one Medical Devices is sent, each medical treatment is set according to the ID of each Medical Devices
It is standby to carry out authentication configuration, establish communication connection;
The working condition of each Medical Devices is monitored, to generate the work log of each Medical Devices, wherein described
Work log includes: switching on and shutting down record, each beginning, end time and access times checked or treat task;
Work log corresponding to each Medical Devices ID is periodically uploaded to log database, with for will it is described respectively
Update/the creation in the log database of work log corresponding to Medical Devices ID.
As a kind of non-volatile computer readable storage medium storing program for executing, it can be used for storing non-volatile software program, non-volatile
Property computer executable program and module, such as the corresponding program instruction/mould of the method for the test software in the embodiment of the present invention
Block.One or more program instruction is stored in non-volatile computer readable storage medium storing program for executing, when being executed by a processor, is held
The working condition in the Medical Devices period in the above-mentioned any means embodiment of row determines method.
Non-volatile computer readable storage medium storing program for executing may include storing program area and storage data area, wherein storage journey
It sequence area can application program required for storage program area, at least one function;Storage data area can be stored according to test software
Device use created data etc..In addition, non-volatile computer readable storage medium storing program for executing may include that high speed is deposited at random
Access to memory, can also include nonvolatile memory, a for example, at least disk memory, flush memory device or other are non-
Volatile solid-state part.In some embodiments, it includes relative to place that non-volatile computer readable storage medium storing program for executing is optional
The remotely located memory of device is managed, these remote memories can be by being connected to the network to the device of test software.Above-mentioned network
Example include but is not limited to internet, intranet, local area network, mobile radio communication and combinations thereof.
The embodiment of the present invention also provides a kind of electronic equipment comprising: at least one processor, and with described at least one
The memory of a processor communication connection, wherein the memory is stored with the finger that can be executed by least one described processor
Enable, described instruction executed by least one described processor so that at least one described processor be able to carry out it is of the invention any
The step of working condition in the Medical Devices period of embodiment determines method.
The client of the embodiment of the present application exists in a variety of forms, including but not limited to:
(1) mobile communication equipment: the characteristics of this kind of equipment is that have mobile communication function, and to provide speech, data
Communication is main target.This Terminal Type includes: smart phone (such as iPhone), multimedia handset, functional mobile phone and low
Hold mobile phone etc..
(2) super mobile personal computer equipment: this kind of equipment belongs to the scope of personal computer, there is calculating and processing function
Can, generally also have mobile Internet access characteristic.This Terminal Type includes: PDA, MID and UMPC equipment etc., such as iPad.
(3) hospital's large size image class equipment: such equipment includes: X-ray machine, ultrasound, CT machine, magnetic resonance imaging machine etc..
(4) other electronic devices with computing function.
Herein, relational terms such as first and second and the like be used merely to by an entity or operation with it is another
One entity or operation distinguish, and without necessarily requiring or implying between these entities or operation, there are any this reality
Relationship or sequence.Moreover, the terms "include", "comprise", include not only those elements, but also including being not explicitly listed
Other element, or further include for elements inherent to such a process, method, article, or device.Do not limiting more
In the case where system, the element that is limited by sentence " including ... ", it is not excluded that including process, method, the article of the element
Or there is also other identical elements in equipment.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member
It is physically separated with being or may not be, component shown as a unit may or may not be physics list
Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs
In some or all of the modules achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creativeness
Labour in the case where, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on
Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should
Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers
It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation
Method described in certain parts of example or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features;
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. the working condition in a kind of Medical Devices period determines method, it is applied to server, comprising:
Instruction is generated in response to the report chart that medical worker sends, the Medical Devices in instruction are generated according to the report chart
ID and cycle time, the work log in corresponding with ID cycle time is obtained into log database;
The work log is parsed, is determined daily using data in the work log, wherein is described daily to use data packet
It includes: switching on and shutting down record, each beginning, end time and access times checked or treat task;
According to it is described it is daily use data, the work calendar of the Medical Devices is generated in user interface, by the work calendar
In meet preset switches machine record and/or meet it is default check or the beginning for the treatment of task, end time and/or meet using time
Several dates are determined as validity date;
In response at least one validity date that work calendar of the medical worker in the user interface is chosen, according to it is described
At least one validity date is corresponding daily using data, determines the working condition in the Medical Devices period.
2. the working condition in a kind of Medical Devices period determines method, it is applied to control box terminal, comprising:
In response at least one Medical Devices send connection application, according to the ID of each Medical Devices to each Medical Devices into
Row authentication configuration, establishes communication connection;
The working condition of each Medical Devices is monitored, to generate the work log of each Medical Devices, wherein the work
Log includes: switching on and shutting down record, each beginning, end time and access times checked or treat task;
Work log corresponding to each Medical Devices ID is periodically uploaded to log database, to be used for each medical treatment
Update/the creation in the log database of work log corresponding to device id.
3. according to the method described in claim 1, wherein, it is described according to it is described it is daily use data, generate institute in user interface
The work calendar for stating Medical Devices includes:
The sum of all daily access times are counted, to determine average access times;
According to the average access times and the daily switching on and shutting down record, the operating condition class on date in the work calendar is determined
Not, according to the date full-filling color corresponding with the operating condition classification that the operating condition classification is in the work calendar, wherein institute
Stating operating condition classification includes: to be not keyed up, do not scan, is abnormal, is normal.
4. according to the method described in claim 1, wherein, the working condition in the determination Medical Devices period includes:
The periodic report chart of the Medical Devices is generated in the user interface, wherein the user interface further includes periodic report
The option list of subtype,
When the periodic report chart includes: that the last of Medical Devices uses the period utilization rate of time distribution map, Medical Devices
Between distribution map, the service efficiency time distribution map of Medical Devices, Medical Devices dispatching efficiency time distribution map, Medical Devices period
Index sign trend;
In response to the periodic report subtype that medical worker selects in the user interface, generate and the periodic report chart
Periodic report chart of the type to corresponding Medical Devices.
5. according to the method described in claim 1, wherein, the user interface further includes Medical Devices efficiency comparative's frame;
At least one the comparison ID and time range inputted in the Medical Devices efficiency comparative frame in response to medical worker,
Each comparison work log is obtained into the log database according at least one described comparison ID and reduced time range;
Each comparison work log is parsed, data are used with each comparison of determination;
According to the periodic report subtype, the week of the Medical Devices by each comparison using data generation in user interface
Phase reports in chart.
6. the working condition in a kind of Medical Devices period determines system, it is applied to server, comprising:
Work log obtains program module, and the report chart for sending in response to medical worker generates instruction, according to the report
ID and cycle time that chart generates the Medical Devices in instructing are accused, is obtained into log database corresponding with the ID
Work log in cycle time;
Program module is determined using data, and for parsing the work log, determine in the work log daily uses number
According to, wherein it is described it is daily the use of data includes: switching on and shutting down record, each check or the beginning for the treatment of task, end time and make
Use number;
The calendar that works generates program module, for according to it is described it is daily use data, generate the Medical Devices in user interface
Work calendar, preset switches machine record will be met in the work calendar and/or meets default check or treatment task is opened
Begin, the end time and/or meet dates of access times and be determined as validity date;
Working condition determines program module, in response to work calendar of the medical worker in the user interface choose to
A few validity date, according to it is corresponding at least one described validity date it is daily use data, determine that the medical treatment is set
Working condition in the standby period.
7. the working condition in a kind of Medical Devices period determines system, it is applied to control box terminal, comprising:
Program module is established in communication connection, the connection application for sending in response at least one Medical Devices, according to described each
The ID of Medical Devices carries out authentication configuration to each Medical Devices, establishes communication connection;
Work log generates program module and is set for monitoring the working condition of each Medical Devices with generating each medical treatment
Standby work log, wherein the work log includes: switching on and shutting down record, each inspection or the beginning for the treatment of task, end time
And access times;
Work log upload program module, for work log corresponding to each Medical Devices ID to be periodically uploaded to log
Database, for by work log update/creation in the log database corresponding to each Medical Devices ID.
8. system according to claim 6, wherein the work calendar generates program module and is used for:
The sum of all daily access times are counted, to determine average access times;
According to the average access times and the daily switching on and shutting down record, the operating condition class on date in the work calendar is determined
Not, according to the date full-filling color corresponding with the operating condition classification that the operating condition classification is in the work calendar, wherein institute
Stating operating condition classification includes: to be not keyed up, do not scan, is abnormal, is normal.
9. according to the method described in claim 6, wherein, the working condition determines that program module is used for: in user circle
Face generates the periodic report chart of the Medical Devices, wherein the user interface includes the option of periodic report subtype
List,
When the periodic report chart includes: that the last of Medical Devices uses the period utilization rate of time distribution map, Medical Devices
Between distribution map, the service efficiency time distribution map of Medical Devices, Medical Devices dispatching efficiency time distribution map, Medical Devices period
Index sign trend;
In response to the periodic report subtype that medical worker selects in the user interface, generate and the periodic report chart
Periodic report chart of the type to corresponding Medical Devices.
10. system according to claim 6, wherein the user interface further includes Medical Devices efficiency comparative's frame;
At least one the comparison ID and time range inputted in the Medical Devices efficiency comparative frame in response to medical worker,
Each comparison work log is obtained into the log database according at least one described comparison ID and reduced time range;
Each comparison work log is parsed, data are used with each comparison of determination;
According to the periodic report subtype, the week of the Medical Devices by each comparison using data generation in user interface
Phase reports in chart.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810146850.0A CN110164541A (en) | 2018-02-12 | 2018-02-12 | Working condition in the Medical Devices period determines method and system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810146850.0A CN110164541A (en) | 2018-02-12 | 2018-02-12 | Working condition in the Medical Devices period determines method and system |
Publications (1)
Publication Number | Publication Date |
---|---|
CN110164541A true CN110164541A (en) | 2019-08-23 |
Family
ID=67635067
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810146850.0A Pending CN110164541A (en) | 2018-02-12 | 2018-02-12 | Working condition in the Medical Devices period determines method and system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110164541A (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111968732A (en) * | 2020-01-07 | 2020-11-20 | 济南鸿泰医疗管理集团有限公司 | Intelligent analysis method and device for equipment benefit |
CN115862834A (en) * | 2023-02-28 | 2023-03-28 | 苏州阿基米德网络科技有限公司 | Method and system for evaluating energy consumption of medical equipment operator and electronic equipment |
CN116130076A (en) * | 2023-04-04 | 2023-05-16 | 山东新蓝海科技股份有限公司 | Medical equipment information management system based on cloud platform |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101984381A (en) * | 2010-09-15 | 2011-03-09 | 中国医科大学 | Instrument operating condition network real-time monitoring device and method thereof |
CN103313036A (en) * | 2013-05-21 | 2013-09-18 | 广东迅通科技股份有限公司 | Industrial equipment operation monitoring system based on IoT (Internet of Things) |
CN104915367A (en) * | 2014-03-12 | 2015-09-16 | 三星电子株式会社 | Method and apparatus for providing calendar displaying work history of document |
CN106203964A (en) * | 2016-07-24 | 2016-12-07 | 乐视控股(北京)有限公司 | Affair displaying method in calendar interface and event display module |
CN107038346A (en) * | 2017-06-05 | 2017-08-11 | 天津市联大医用设备有限公司 | A kind of equipment Department of Our Hospital life period of an equipment management system |
CN107622790A (en) * | 2017-09-22 | 2018-01-23 | 国药医工(南通)医学工程技术有限公司 | A kind of Medical Devices full life cycle management method |
-
2018
- 2018-02-12 CN CN201810146850.0A patent/CN110164541A/en active Pending
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101984381A (en) * | 2010-09-15 | 2011-03-09 | 中国医科大学 | Instrument operating condition network real-time monitoring device and method thereof |
CN103313036A (en) * | 2013-05-21 | 2013-09-18 | 广东迅通科技股份有限公司 | Industrial equipment operation monitoring system based on IoT (Internet of Things) |
CN104915367A (en) * | 2014-03-12 | 2015-09-16 | 三星电子株式会社 | Method and apparatus for providing calendar displaying work history of document |
CN106203964A (en) * | 2016-07-24 | 2016-12-07 | 乐视控股(北京)有限公司 | Affair displaying method in calendar interface and event display module |
CN107038346A (en) * | 2017-06-05 | 2017-08-11 | 天津市联大医用设备有限公司 | A kind of equipment Department of Our Hospital life period of an equipment management system |
CN107622790A (en) * | 2017-09-22 | 2018-01-23 | 国药医工(南通)医学工程技术有限公司 | A kind of Medical Devices full life cycle management method |
Non-Patent Citations (1)
Title |
---|
苏鹏: "基于PYTHON的大型医疗设备成本效益分析软件的开发", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111968732A (en) * | 2020-01-07 | 2020-11-20 | 济南鸿泰医疗管理集团有限公司 | Intelligent analysis method and device for equipment benefit |
CN115862834A (en) * | 2023-02-28 | 2023-03-28 | 苏州阿基米德网络科技有限公司 | Method and system for evaluating energy consumption of medical equipment operator and electronic equipment |
CN116130076A (en) * | 2023-04-04 | 2023-05-16 | 山东新蓝海科技股份有限公司 | Medical equipment information management system based on cloud platform |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11876374B2 (en) | System and method for optimal control of energy storage system | |
CN109409633B (en) | Business monitoring and risk early warning system | |
CN109543992A (en) | Intelligent polling method, device, intelligent terminal and server | |
WO2018068558A1 (en) | Network service scheduling method and device, and storage medium and program product | |
CA3059918C (en) | Technician control system | |
CN109214704A (en) | A kind of distributed intelligence operation platform, method, apparatus and readable storage medium storing program for executing | |
CN110164541A (en) | Working condition in the Medical Devices period determines method and system | |
CN101510114A (en) | System for monitoring the energy efficiency of technology components | |
CN108282586B (en) | Prediction technique, device, storage medium and terminal based on service line | |
CN114302103A (en) | Intelligent monitoring operation and maintenance system | |
CN106447282A (en) | Task management system and task management method thereof | |
EP4371281A1 (en) | Efficient maintenance for communication devices | |
CN115689193A (en) | Water use data processing method, system and equipment based on Internet of things | |
CN110473077A (en) | The monitoring and based reminding method of fixed assets abnormal data, device and electronic equipment | |
CN116861189A (en) | Method for constructing equipment fault diagnosis maintenance knowledge base based on large language model | |
CN117644794B (en) | Intelligent period control system based on charging pile | |
US20120221369A1 (en) | Method, apparatus and computer program product for suggesting imperfect times for cyclical appointments | |
CN107577769A (en) | A kind of method for digging and system for measuring expert data | |
CN110442766A (en) | Webpage data acquiring method, device, equipment and storage medium | |
US20150347949A1 (en) | Measuring proficiency and efficiency of a security operations center | |
CN112232985A (en) | Power distribution and utilization data monitoring method and device for ubiquitous power Internet of things | |
CN106960311A (en) | A kind of acquisition terminal of creation data, collecting statistical system and method | |
EP4242848A1 (en) | Method and computer system for capture and analysis of repetitive actions generated by the employee-computer interaction | |
CN112381471B (en) | Safety production supervision system and method based on intelligent video image sampling | |
CN111613312B (en) | Equipment operation condition comparison analysis method and device |
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 | ||
CB02 | Change of applicant information | ||
CB02 | Change of applicant information |
Address after: Room 668, floor 6, building a, yard 19, Ronghua Middle Road, Beijing Economic and Technological Development Zone, Daxing District, Beijing 102600 Applicant after: Beijing water Link Technology Co., Ltd. Address before: 100160 Beijing Daxing District Beijing economic and Technological Development Zone, Tongji Middle Road 7, 18, 5, 2, unit 506 Applicant before: Beijing water Link Technology Co., Ltd. |