CN109817319A - Equipment operation state statistical analysis system platform and equipment operation state method for real-time monitoring and system - Google Patents
Equipment operation state statistical analysis system platform and equipment operation state method for real-time monitoring and system Download PDFInfo
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Abstract
The present invention discloses a kind of equipment operation state method for real-time monitoring and system, according to the real time data and historical record of equipment, real-time statistics and the daily processed number for calculating Medical Devices, reservation number and rest processing capacity, objective and accurate equipment realtime running status data is provided to the operation of hospital, hospital is enabled to be scheduled and arrange according to the actual conditions of each equipment, the problem for avoiding the arrangement to some equipment often occurred under traditional operation arrangement (in the way of i.e. totalizing method is fixed in achievable task amount by history average day) too tight or too loose, realize the optimization operation of equipment and personnel.
Description
Technical field
The present invention relates to device management techniques field more particularly to a kind of rest processing capacity dynamic analysing methods of equipment
With the operation state method for real-time monitoring and system of equipment and a kind of equipment operation state statistical analysis system platform and carrying
There are the server and electronic device of the system platform.
Background technique
With popularizing for medical imaging technology, more and more patient selections receive scanning imagery to determine lesion root.
However, operation of the various big hospital for medical imaging equipment at present, generally rule of thumb data can be completed daily to estimate
Task amount arranges daily reservation number according to achievable task amount.For example, the nuclear magnetic resonance equipment of certain hospital, past
30 patients can averagely be scanned daily within one month, hospital will generally reserve later scanning according to the amount of 30 people.
Due to the support of not no real time data, such operation arranges often to will appear the too tight or too loose situation of arrangement, is unfavorable for setting
Standby and personnel optimization operations.
Summary of the invention
The purpose of the present invention is to provide a kind of equipment operation state method for real-time monitoring and systems, according to the real-time of equipment
Data, real-time statistics and daily processed number, reservation number and the rest processing capacity for calculating equipment provide visitor to the operation of equipment
Accurate equipment realtime running status data is seen, allows users to be scheduled and pacified according to the actual conditions of each equipment
Row, avoids traditional operation arrangement (in the way of i.e. by history average day, totalizing method is fixed in achievable task amount)
The too tight or too loose problem of the arrangement to some equipment often occurred down, realizes the optimization operation of equipment and personnel.This hair
Bright system and method can be applied in plurality of devices environment, especially in the monitoring operation of the Medical Devices of hospital, such as
Nuclear magnetic resonance equipment, CT equipment, X-ray machine etc..
According to an aspect of the present invention, which is realized by a kind of equipment operation state method for real-time monitoring, the party
Method includes: the realtime running data information for obtaining equipment, is analyzed according to realtime running data information, the place of generating device
Manage information and reservation information；And analyzed according to historical record and processed information and reservation information, generating device remains
Remaining processing capacity information.Analysis, which is carried out, according to the realtime running data of equipment obtains real-time processed information and reservation information,
And it is counted at the real-time residue of equipment according to the relevant historical record of equipment and real-time processed information and reservation information
Reason ability, in combination with history big data record and realtime running data, the rest processing capacity of the equipment because obtained from is believed
Cease it is more accurate, be capable of accurately consersion unit realtime running ability, provide effective data reference and support for user.
In some embodiments, this method further include: believed according to processed information, reservation information and rest processing capacity
Cease the storage of generating device operation state information.By the way that processed information, reservation information and rest processing capacity generating device are transported
Seek status information, can in terms of processed amount, reservation amount and rest processing capacity three comprehensive consersion unit operation feelings
Condition provides comprehensive data reference and support for user, facilitates user to be scheduled to achieve the effect that optimizing management.And
By storing the operation state, the operation historical record of equipment can be formed, it is convenient to provide data reference for other business, such as
Maintenance, schedule of equipment etc..
In some embodiments, this method further include: equipment operation is shown according to the generation of equipment operation state information
Dynamic images outputting.Wherein, which can set according to demand, such as can be generated as line chart, cake
The output such as figure, half circle diagram.User can be intuitive to see the realtime running state of each equipment, i.e. visual indicator equipment as a result,
Processed amount, reservation amount and surplus capacity, facilitate user to carry out task schedule and operation optimization.
In some embodiments, figure is instrument board, and it is by processed information, reservation information that equipment, which runs dynamical output,
The different colours section being shown as with rest processing capacity information in instrument board.User passes through the color area on instrument board as a result,
Section, so that it may it can be visually seen the operation dynamic of equipment, it is very clear to equipment operation situation, user experience is greatly improved, is saved
The time of user's operation optimization and schedule is also beneficial to improve the treatment effeciency of equipment.Wherein, the graphical display of instrument board
Mode succinctly can intuitively represent processed number, the relationship between reservation number and rest processing capacity three, Er Qie
The most concerned information of user can also be highlighted among instrument, therefore than other graphic display modes such as line chart etc., more directly
It sees, display effect is more preferable.
In some embodiments, it is analyzed according to the processed information and reservation information of historical record and acquisition,
The rest processing capacity information of generating device is accomplished by the following way:
Reservation information to be processed is generated according to processed information and reservation information, wherein reservation information to be processed includes in advance
About operation object；
According to each corresponding position average operating time of reservation operation object of historgraphic data recording statistics；
The average handling time and average preparation time of current device are calculated according to the historical operation record of equipment；
It is calculated according to the average preparation time of reservation information to be processed, position average operating time and current device estimated
End time；
According to the same day the latest the end time, the expected concluding time, the average handling time of current device and averagely prepare when
Between generate rest processing capacity.Reservation information to be processed is obtained by processed information and reservation information, and according to be processed pre-
The about for example specific operation object of the concrete condition of information calculates and handles the time required for reservation information to be processed, thus
The expected concluding time is obtained, the statistics that the historical data by being then based on concrete operations object and each operation object carries out is estimated
It calculates, and the historical data of bonding apparatus considers the average preparation time of equipment, the expected concluding time and reality because obtained from
Border situation deviation is small, as a result very accurate.Moreover, based on the average handling time of the expected concluding time and each equipment peace
The estimation of time progress rest processing capacity, it is contemplated that the end time is dynamic acquisition, and when average treatment and preparation
Between be to be counted according to the historgraphic data recording of equipment itself, the rest processing capacity because obtained from is more accurate, reference
It is worth very high.
According to another aspect of the present invention, which is also realized by a kind of equipment operation state real-time monitoring system,
The system includes system platform and display terminal, wherein system platform is for generating and exporting operation state information to showing end
End, display terminal is for showing operation state information.Wherein, which can be implemented as a kind of equipment operation state statistics
Analysis system platform comprising real time information obtains module, for obtaining the realtime running data information of equipment, according to equipment
The processed information and reservation information of realtime running data information acquisition equipment；With remaining operation capability analysis module, for obtaining
Historical record is taken, is analyzed according to historical record and processed information and reservation information, the remaining processing energy of generating device
Force information.By the system, the automatic calculating to rest processing capacity is realized, does not need manually to be calculated, greatly improve
Efficiency.It is calculated automatically moreover, because realizing software, therefore, can use historgraphic data recording as big data analysis
Basis, obtained accuracy rate are higher.Also, relatively artificial to calculate, the real-time that system calculates automatically is more preferable.
In some embodiments, system platform further includes operation state generation module, is used for according to processed information, in advance
About information and the storage of rest processing capacity information generating device operation state information.By automatically generate including processed information,
The operation state of reservation information and remaining processing information, comprehensively and effectively data reference can be provided for user, facilitates user complete
Face understands the current operation state of equipment, and can provide strong data for optimizing management and support.
In some embodiments, which further includes pattern process module, for being believed according to equipment operation state
Breath, which generates, shows the dynamic images outputting of equipment operation.It is shown to user by automatically generating graphical interfaces, can to use
Family can be intuitive to see the traffic-operating period of equipment, to more fast and effeciently carry out operation optimization and task distribution and adjust
Degree improves user experience.
In some embodiments, remaining operation capability analysis module includes
Position operating time evaluation unit, for counting the position average operation of reservation operation object according to historical data
Time；
Equipment treatment effeciency evaluation unit calculates separately current device for obtaining the historical operation record of current device
Average handling time and average preparation time；
Expected concluding time evaluation unit, for generating reservation information to be processed according to processed information and reservation information,
And at the end of being expected according to the calculating of the average preparation time of reservation information to be processed, position average operating time and current device
Between；With
Rest processing capacity evaluation unit, for according to the same day end time, expected concluding time, current device the latest
Average handling time and average preparation time calculate rest processing capacity output.By historical data and real time data collectively as
Baseline, carries out the estimation of rest processing capacity, and accuracy rate is higher.Moreover, by using specific operation object as estimation basis,
The time deviation of operation object is reduced to zero, the expected concluding time accuracy rate estimated is very high.
In some embodiments, operation state includes processed information, reservation information and rest processing capacity, wherein
Graphic display mode is that processed information, reservation information and rest processing capacity are shown as different color sections.Pass through and is
System automatically generates the operation state with output pattern, and intuitive reference can be provided for user, improves user experience.Wherein,
The graphic display mode can be set according to demand, such as can be line chart, pie chart, half circle diagram etc..
In some embodiments, graphic display mode is instrument board, and the bottom of instrument board also show processed number,
Reservation number, rest processing capacity and expected concluding time.By showing operation state with instrument board, reality is intuitively provided
When traffic-operating period, wherein the graphic display mode of instrument board succinctly can intuitively represent processed number, reservation number and surplus
Relationship between remaining processing capacity three, and the most concerned information of user can also be highlighted among instrument, therefore compare
Other graphic display modes such as line chart etc., more intuitive, display effect is more preferable.And it is prompted, is made by the word content of bottom
It obtains graphical content to be easier to understand, improves user experience, facilitate user to carry out checking for operation state, improve efficiency.
In some embodiments, equipment operation state statistical analysis system platform can dispose on the server, with for
Different terminals provides corresponding service.By the way that system platform is disposed on the server, so that it may be remotely different ends
End provides the monitoring service of realtime running state, facilitates carry out maintenance and management, and can be easily carried out cloud and remotely take
Business, improves the safety and efficiency of service of server.
In some embodiments, equipment operation state statistical analysis system platform can be realized by application program, should
Application program can store on the electronic device, which can be including display unit, storage unit and execution unit
Electronic product, storage unit is for storing application program, and execution unit is used for executing application, and display unit is for corresponding to
It is shown with the implementing result of program.Wherein, which for example can be smart machine terminal, tablet computer etc..This
Sample user can carry out the monitoring of equipment by electronic device whenever and wherever possible, very convenient.
Detailed description of the invention
Fig. 1 is the method flow schematic diagram of the equipment operation state method for real-time monitoring of one embodiment of the present invention；
Fig. 2 is the method flow schematic diagram of the rest processing capacity of the calculating equipment of one embodiment of the present invention；
Fig. 3 is the method flow schematic diagram of the equipment operation state method for real-time monitoring of another embodiment of the present invention；
Fig. 4 is the method flow schematic diagram of the equipment operation state method for real-time monitoring of a further embodiment of this invention；
Fig. 5 is the circuit theory schematic diagram of the equipment operation state real-time monitoring system of an embodiment of the present invention；
Fig. 6 is the circuit theory schematic diagram of the equipment operation state real-time monitoring system of another embodiment of the present invention；
Fig. 7 is the circuit theory schematic diagram of the equipment operation state real-time monitoring system of a further embodiment of the present invention；
Fig. 8 is the equipment operation state graphical display effect diagram of an embodiment of the present invention.
Specific embodiment
Embodiments of the present invention are described in detail with reference to the accompanying drawing.
In one embodiment of the invention, the equipment operation state method for real-time monitoring provided mainly passes through acquisition equipment
Realtime running data, processed information and reservation information are obtained by operation data, according to historgraphic data recording, processed letter
Breath and reservation information are analyzed, and are obtained the rest processing capacity information of equipment, can thus be provided a user and respectively set in real time
Standby rest processing capacity mentions so that user carries out task schedule and personnel assignment according to the real surplus processing capacity of equipment
The utilization rate of high equipment.Wherein, rest processing capacity, which refers to, can also handle the ability of newly-increased task on the day of equipment, such as can lead to
Crossing the newly-increased number of tasks amount that the same day can also be handled indicates.In a particular embodiment, obtaining equipment realtime running data information can
To be that (device log generally comprises fault log and operation log, and operation log refers to packet by obtaining equipment operation log in real time
The log of equipment operation information is included, such as certain processing is done to some object from operation some available time of log, may be used also
To obtain the other parameters information of operation per treatment) it is parsed to obtain, it is also possible to by connecting original management information
System obtains, such as when equipment is Medical Devices, by connecting the reservation information management system of hospital, from the pre- of corresponding hospital
About information management system obtains the realtime running data information for corresponding to Medical Devices.Fig. 1 shows a kind of equipment of embodiment
Operation state method for real-time monitoring, as shown in Figure 1, to obtain the realtime running data of equipment by obtaining device log in real time
For information, this method comprises:
Step S101: the device log of equipment is obtained in real time.
One data acquisition module is set for obtaining device log from each equipment.Wherein, which can be with
It is set as a data acquisition box, a data acquisition box is all set on each device, is read in equipment by data acquisition box
Device log, the device log of reading is passed through into the network communication module of data acquisition box (such as 3G/4G module or) hair later
It is sent to cloud server.Wherein, it should be strongly noted that since an object of the present invention is to obtain the real-time of equipment
Therefore operation state also obtains, wherein the method obtained in real time can be in real time if obtaining device log in this step
It is realized by the file change flag bit of software detection device log, such as can be real with filebeat software in the prior art
Now to the detection of file change, once detecting that file changes, newest equipment journal file is just obtained at once, and to clothes
Business device sends the content (such as uploading newest equipment journal file) of update message and update.In a preferred embodiment, it is
It saving flow and improves efficiency, only when uploading first time, all files are uploaded for data acquisition module, and are passed through afterwards
Detecting file change progress increment upload, (content for only obtaining variation is uploaded, and the file format of upload is consistent, all
Using the intrinsic file format of device log, to facilitate parsing), the data acquisition module that increment uploads can be by a variety of existing
Technology realization, such as filebeat, rsync, tail, flume etc..
Step S102: parsing device log, obtains the processed information and reservation information of equipment.
Receiving update message and after getting more new content, with regard to ergodic data acquisition module it is real-time on the equipment that transmits
Log is parsed, wherein the device log transmitted on ergodic data acquisition module is preferably only to the update part above transmitted
Content traversed, and do not have to traversal whole equipment journal file, and only in the update part in equipment journal file
Appearance carries out traversal can be realized by the prior art such as filebeat, flume etc..The method parsed to the content of traversal is then
The processed information and reservation information in device log are predominantly extracted by Feature Correspondence Algorithm, wherein for progress
The keyword matched can be defined according to device type and manufacturer.Wherein, the method for parsing reservation information can be, such as
For the GE nuclear-magnetism equipment of hospital radiological department, the keyword for obtaining reservation information can be set to patient ID, subscription time and sweep
It retouches the corresponding keyword in position and stores in the database, when the real-time device log to the equipment parses, just obtain
The keyword matches device log, i.e., since the corresponding equipment operation journal file of GE nuclear-magnetism equipment is worklist_
Dicom file, this document is DICOM format (being similar to key-value pair), and the corresponding key of subscription time is in this document
Scheduled Procedure Step Start Date and Time, the corresponding key of patient ID are PatientID Tag, sweep
Retouching the corresponding key in position is StudyDescription Tag, therefore key is arranged to the device log of the equipment in initialization
Word can with for Scheduled Procedure Step Start Date and Time, PatientID Tag and
StudyDescription Tag is just obtained then when being parsed and is uploaded the worklist_dicom file to come up in real time, and
Therefrom inquire all and keyword Scheduled Procedure Step Start Date and Time, PatientID
The matched key-value pair of Tag and StudyDescription Tag, and the corresponding value of each keyword key is obtained, to obtain disease
People ID (i.e. the identification information of subscriber, subscriber ID is patient ID for the equipment), subscription time and scanned position are (i.e.
Corresponding to the operation object of other equipment, for the equipment, operation object is scanned position) data list, and root
According to the reservation information data structure of parsing result generating device, (extracting the data information memory that inquires is database below
Interrecord structure) as follows:
| Device id | Subscription time | Patient ID | Scanned position |
It should be noted that the information got is also dynamic change with the variation of the device log obtained in real time,
Therefore reservation information is that dynamic updates.
And the method that parsing obtains processed information, and the keyword by the way that parsing is arranged are carried out according to device log
It is matched, for example, processed information refers to the number of scanning and time so that equipment is the nuclear magnetic resonance equipment of hospital as an example
Stamp can be the keyword of the processed information of setting nuclear magnetic resonance equipment by way of the analyzing device log acquisition information
For patient ID and the corresponding keyword of timestamp, the matching of device log is carried out according to the keyword, is obtained according to matching result
All matching records obtain all the patient ID scanned and sweep time stamp, and have been swept according to matching record statistics
It retouches number and the end time generates the processed information of flowering structure such as and stores:
| Device id | Number is scanned | End time | Date |
Wherein, the number that number is all patient ID obtained has been scanned, the end time is the last one current scanning knot
The time of beam, date are the date on the same day.It should be noted that with the variation of the device log obtained in real time, the letter that gets
Breath is also dynamic change, therefore processed information is that dynamic updates, and the end time as obtains the device log in real time
When more new content, the time of the last one patient's end of scan, the time can be used as calculating rising for rest processing capacity
Point.
Wherein, the case where it should be noted that when this is GE nuclear-magnetism equipment of the equipment for hospital radiological department, work as equipment
When for other types, according to its device type and service condition, key word information is different, and (i.e. the content of device log and format have
Institute is different), the table structure of formation would also vary from, and the embodiment of the present invention is not construed as the limit to reservation information data structure
System.As long as it will be understood by those skilled in the art that based on the key message using equipment as feature from device log
Matching characteristic data, and model of the invention all should belong in the random variation for generating the design of reservation information and processed information
It encloses.
Step S103: being analyzed according to historical record, processed information and reservation information, the remaining processing of generating device
Ability information.
The processed information and reservation information obtained based on historical record and in real time carries out dynamic analysis, the equipment counted
Rest processing capacity can represent the realtime running state and processing capacity of equipment, and accuracy rate is high, and it is objective to provide for user
Accurate dynamic data is supported, to help user to carry out equipment operation management and task according to actual operation state and processing capacity
Scheduling.By taking the equipment rest processing capacity information of generation is the newly-increased task quantity that equipment can also be handled as an example, Fig. 2 shows
The method that the rest processing capacity of equipment is calculated by dynamic analysis, as shown in Fig. 2, this method comprises:
Step S201: according to the operation object in reservation information, the position based on historical data statistics corresponding site is average
Operating time.
Wherein, according to description above it is recognised that the reservation information generated includes that (such as GE nuclear-magnetism equipment is pre- by reservation ID
About ID is patient ID) and reservation operation object (such as operation object of GE nuclear-magnetism equipment is scanned position), implement in the present invention
In example, it is necessary first to which traversal obtains all operation objects from reservation information, and has respectively reserved behaviour according to historical data statistics
The content for making the scanned position in the position average operating time of object, such as the reservation information of traversal GE nuclear-magnetism equipment, to every
Kind scanned position all counts its mean scan time.Wherein, historical data can be the equipment to the history of same operation object
For example a certain nuclear-magnetism equipment of operation note scans record to the history of same scanned position (such as head), by obtaining history behaviour
It notes down the position average operating time for calculating the equipment to same operation object, such as by obtaining the nuclear-magnetism equipment to head
History scan record, calculate the nuclear-magnetism equipment to the mean scan time on head；Historical data is also possible to all identical
The equipment of type goes through the historical operation record of same operation object, such as all GE nuclear-magnetism equipment to same scanned position
History scanning record, the position average operating time of same operation object is calculated by the big data.Wherein, historical data can be
When by each analyzing device log, the accumulation of generating device information database record storage is obtained, and is also possible to by institute
Have the data capture of same type equipment or big data that typing obtains record, the embodiment of the present invention to the source of historical data not
It is limited, as long as going through for same operation object can be found from historical data by obtaining the operation object in reservation information
The history operating time obtains position average operating time by mean value calculation, and wherein the calculation of the average value can be with
It is calculated by average weighted mode.
In other preferred embodiments, which is also possible to firstly generate by processed information and reservation information wait locate
Reservation information is managed, it is corresponding to be based on each operation object of historgraphic data recording statistics according to the operation object in reservation information to be processed
Position average operating time, such as the ID of processed object is obtained from processed information, then obtained from reservation information
The ID of the object of all reservations, the two is matched, and is deleted and processed object ID phase from the record of reservation information
Same record, generates reservation information to be processed, such as by taking nuclear magnetic resonance equipment as an example, the scanning information for needing analytically to go out
All patient ID scanned are obtained in record, and obtain the patient ID of reservation from reservation information, the two are compared, such as
The patient ID of fruit reservation is identical as the patient ID scanned, then by the corresponding reservation information of patient ID from reservation information record
It rejects, to generate new reservation information to be processed record.It should be noted that reservation information record to be processed can be with reservation
Information record exists simultaneously, that is, the reservation information to be processed record generated can be through matching, records different from pre-
It about extracts in information record, to generate new record, is also possible to directly on the basis of reservation information record by deleting
Except identical recordings form new record, the preferred embodiment of the present invention is recorded and is deposited with reservation information record and reservation information to be processed
For preferred implementation, extract and the reservation information to be processed record that is formed includes at least reservation ID and operation object.
In other preferred embodiments, which is also implemented as after obtaining operation object by reservation information, also logical
The action type that reservation information obtains operation object is crossed, such as to the head scanning of a certain nuclear-magnetism equipment, can also be believed from reservation
The scanner section is further obtained in breath (such as from StudyDescription Tag of the reservation information of nuclear magnetic resonance equipment)
The scanning feature (i.e. specific action type) of position is judged that for example further obtaining information carries out judging that the head scanning is
No is enhancing scanning (playing the scanning of contrast agent), is swept if so, just only filtering out head enhancing when counting to historical data
The scan type retouched carries out the calculating of position average operating time, estimates to reach to further increase to average operating time
The effect of accuracy.
Step S202: according to device history data, average preparation time is obtained.
Wherein, it is contemplated that in actual application scenarios, often front and back operates twice all needs time, for example,
In the scanning device of hospital, patient often needs to wait or can occur phenomena such as late, therefore, in order to enable calculating
Result out is more objective and accurate, can also also be used as average preparation time the influence factor of equipment actual operation state to take into account
It goes.Specifically, calculating device history having calculated position average operating time and then having obtained device history operation note
Average preparation time in data between a upper operation object and next operation object, i.e., in acquisition device history record
All data calculate time interval between the two at the beginning of the end time recorded according to upper one and next record
(calculating the time interval between each adjacent operator object), traverses all records, after calculating all intervals, to all
Time interval does median algorithm, the average preparation time between two operation objects of the equipment can be obtained, such as to Mr. Yu
One nuclear-magnetism equipment obtains all history sweep data records of the nuclear-magnetism equipment, obtains a upper patient from scanning record and sweeps
It retouches the end time and next patient scans the time started, and calculate time interval between the two, by adjacent in record
The time interval scanned between two patients is averaged, and average preparation time required when two patient's scanning is obtained.Wherein,
The calculation of the average value assesses average preparation time using the calculation method of median.
It should be noted that in other embodiments, when the influence factor of average preparation time is little, the step can be omitted
Suddenly.Device history data in the step can be referring to narration above to be obtained by device log parsing storage, can also be with
It is to be stored by administrative staff's typing, it is not limited by the embodiments of the present invention, as long as including equipment to each operation pair
The operation end time of elephant and time started.
Step S203: it is obtained according to processed information, reservation information, position average operating time and average preparation time pre-
Count the end time.
After the average preparation time needed for counting position average operating time and current device, from processed information
The middle ID for obtaining processed object, then obtains the ID of the object of all reservations from reservation information, by the two progress
Match, identical with processed object ID record is deleted from the record of reservation information, generates reservation information to be processed, such as with
For nuclear magnetic resonance equipment, need to obtain all patient ID scanned in the record of the scanning information analytically gone out, and from
The patient ID that reservation is obtained in reservation information, the two is compared, if the patient ID of reservation and the patient's ID phase scanned
Together, then the corresponding reservation information of patient ID is rejected from reservation information record, to generate new reservation information to be processed
Record.It should be noted that reservation information record to be processed can be recorded with reservation information and be existed simultaneously, that is, what is generated is to be processed
Reservation information record can be through matching, and different record is extracted from reservation information record, new with generation
Record is also possible to directly form new record by deleting identical recordings on the basis of reservation information record, and the present invention is excellent
Select embodiment record with reservation information record and reservation information to be processed and save as example and carry out subsequent explanation, extract and formation to
Processing reservation information record, which includes at least, reservation ID and operation object.It is obtained from the reservation information to be processed of generation record later
Reservation ID and operation object are taken, by the corresponding position average operation of the operation object in each reservation information record to be processed
Time does the operating time needed for multiplication obtains the object (such as sweep time needed for the patient)；Then according to be processed pre-
Reservation ID about in information record counts total reservation number to be processed (such as current total reservation patient to be scanned of the equipment
Number), and do multiplication with average preparation time and obtain the waiting time, it sums operating time and waiting time to obtain reservation to be processed
The processing time needed for object (such as current device total scanning time needed for reservation patient to be handled).Later, it obtains
Current time is taken, with calculated processing temporal summation, the expected concluding time can be obtained, wherein the current time, which can be, is
The practical current time of system, the end time being also possible in the processed information obtained above, when being current with the end time
When time carries out the calculating of expected concluding time, error is smaller, and calculated result is more accurate.
It should be noted that if having generated reservation information record to be processed, i.e. step S201 in step s 201
Be achieved in that the feelings realized by the position average operating time for calculating the operation object in reservation information to be processed record
Under condition, which can directly carry out the meter of expected concluding time using the reservation information to be processed record generated in step S201
It calculates, that is, does not have to generate reservation information record to be processed again, the calculating for directly carrying out the expected concluding time as procedure described above is
It can.
Step S204: obtaining history end time the latest, and the end time obtains the latest for end time and history on the estimation
Remaining time.
Obtaining history according to the historgraphic data recording of equipment, end time, specific implementation can be the latest, and statistics is worked as
Preceding equipment or belong to same department all devices operation historical record in daily last time operation end time, press
Monday to Sunday divides, and then can be obtained and works as to all record maximizings of (i.e. same all dates, such as Monday) on the same day
Its history end time the latest, such as to a certain scanning device, the history scanning record of the equipment is obtained, and therefrom obtain daily
(here daily refer to by actual date divide media, such as on May 31st, 2017 be one day, on June 1st, 2017 be one day) most
The end time of single pass afterwards presses week to the data set to obtain the data set of daily end of scan time the latest first
All dates on one to Sunday classify, i.e., by the record of Monday be divided into it is a kind of, Tuesday be divided into one kind, and so on, divided
Afterwards, maximizing (is recorded) if any 100 to the data record in the subclassification of each subclassification such as Monday, to obtain week
The history on Tuesday to Sunday end time the latest similarly can be obtained in one history end time the latest.In practical applications, it obtains
Take history end time the latest, first have to obtain the same day all dates be week it is several, can be worked as later according to this method
It history end time the latest.Later, by history, end time and expected concluding time do subtraction the latest, and residue can be obtained
Time.
In other embodiments, can not also be worked as by way of obtaining the history end time the latest by obtaining
It end time the latest, the end time the latest on the day of this is set as by user setting, such as can be by operator or use
The specified quitting time is arranged in family, and the quitting time specified using user or operator is used as end time the latest on the same day, at this point, specifying
Quitting time can be by setting after store in the database, in this way, on the day of acquisition the latest the end time when, only need to pass through
Database manipulation reads the specified quitting time, does not need to carry out statistics and calculate to obtain history quitting time the latest, cleverer
It lives, operated quickly and conveniently.
Step S205: according to device history data, average operating time is obtained.
All operation historical records are obtained from device history data, according to each operation object in historical record
Operating time, which is weighted and averaged, calculates average operating time, such as to nuclear-magnetism equipment, scans and record from the history of the equipment
The middle sweep time (regardless of where the scanned position of scanning record is) for obtaining each scanning record, which is carried out
It is weighted and averaged (weight can be arranged according to demand), calculates the mean scan time of the equipment.It should be noted that in the step
Average operating time be all operation objects operating time weighted average, rather than for reservation operation object plus
Weight average value, this is because it is unknown which position the following object handled, which is, therefore when taking the operation of all objects
Between mean value can ensure that the accuracy rate of result is higher.
In other preferred embodiments, which is also possible to through each operation object institute in statistics device history record
The position average operating time of the ratio and each operation object that account for is weighted flat according to ratio and position average operating time
Average operating time is obtained, such as by taking the nuclear magnetic resonance equipment of certain hospital as an example, is counted first by history scan data
Ratio shared by each scanned position in the scanning carried out on to the hospital equipment, such as head 60%, abdomen 20%, four limbs
20%, its corresponding position average operating time then is calculated separately out to each operation object, finally based on the ratio to each
The average operating time at a position, which is weighted and averaged, calculates average operating time, such as is averagely swept by the head formula 0.6*
Retouch the average behaviour that four limbs mean scan time abdomen mean scan time+0.2* time+0.2* calculates the nuclear magnetic resonance equipment
Make the time.
Step S206: rest processing capacity is generated according to remaining time, average operating time and average preparation time.
After obtaining remaining time, average operating time and average preparation time through the above steps, pass through formula residue
Time ÷ (average operating time+average preparation time) is calculated, and rounds up to calculated result and equipment can be obtained
Rest processing capacity, i.e., accessible newly-increased task amount, such as to a certain nuclear-magnetism equipment, by the calculated result to the formula to
The residue that the equipment can be obtained in upper rounding can scan number.In other embodiments, if calculated result, that is, equipment residue
It, can also be directly using calculated result as the rest processing capacity of equipment when processing capacity does not need as integer.
Fig. 3 shows the equipment operation state method for real-time monitoring of another embodiment of the present invention, with what is obtained in real time
Data be for being obtained in original Data in Information Management System library, as shown in figure 3, this method comprises:
Step S301: the processed information and reservation information of current device are obtained in real time.
It due to some equipment operators, such as is hospital for Medical Devices, the traffic-operating period daily to equipment all can
There is record, such as is registered and stored by the database of its information management system, it therefore, can be by connecting equipment operation
The information management system of quotient, such as the reservation information management system of hospital, to obtain processed information and the reservation of each equipment
Information.Wherein, processed information can be including processed number, and reservation information can be including reservation number and each subscriber
Operation object, such as the nuclear magnetic resonance equipment of hospital, reservation information can be patient's number of reservation scanning and each
The scanned position of patient, processed information can be the number of scanning.For Medical Devices, such as the scanning of dept. of radiology is set
Standby, scanning information and reservation information can all be uploaded to the reservation information management system of hospital in real time, accordingly, it is possible to pass through
The reservation information management system database of connection hospital gets the numbers of scanning of each Medical Devices, reservation number and each in real time
Reserve the scanned position of patient.When being connected to the information management system of operator, the mode obtained in real time can be traversal number
Judge whether to change according to library record, be also possible to the corresponding program of the database manipulation of access information management system, is carrying out more
Corresponding more new information is just intercepted and captured when new operation, specific implementation is referred to corresponding database processing side in the prior art
Formula.
Step S302: being analyzed according to historical record, processed information and reservation information, the remaining processing of generating device
Ability information.
In this step, historical record equally can be the historical record of specific equipment or the big data of same type equipment
Record, wherein the specific implementation for carrying out the calculating of rest processing capacity is referred to tool shown in the method for Fig. 2 and above
Body description, this will not be repeated here.
Step S303: believed according to processed information, reservation information and rest processing capacity information generating device operation state
Breath storage.
Processed information and reservation information are obtained by step S301 and rest processing capacity is obtained by step S302
After information, so that it may output or storage are recorded according to the operation state information of three's generating device, so that user checks and root
Task distribution and scheduling are carried out according to the actual operation state of equipment.Wherein, the operation state information of generation can be including equipment
ID, processed number, reservation number, rest processing capacity and timestamp, such as to Mr. Yu's nuclear-magnetism equipment, the operation state information of generation
It can be the device id of the equipment, scanned number, reservation number, residue and can scan the number time corresponding with the record information
Stamp.Wherein, timestamp is the time of acquisition when obtaining processed information and reservation information.
Fig. 4 shows the equipment operation state method for real-time monitoring of another embodiment, is logical with the data obtained in real time
It crosses for device log acquisition, as shown in figure 4, this method comprises:
Step S401: device log is obtained in real time and is parsed, the processed information and reservation information of equipment are obtained.
Wherein, it obtains the method for device log and is parsed according to device log and generate processed information and reservation information
Method can refer to and describe above.
Step S402: being analyzed according to historical record and reservation information, the rest processing capacity information of generating device.
The step can refer to specific descriptions shown in the method for Fig. 2 and above, and this will not be repeated here.
Step S403: believed according to processed information, reservation information and rest processing capacity information generating device operation state
Breath storage.
The step can refer to the corresponding narration of step S303, and this will not be repeated here.
Step S404: the instrument board state diagram for showing equipment operation state according to the generation of equipment operation state information is defeated
Out.
In user's request or when according to the data-pushing message of real-time update, number that webpage front-end can be generated according to rear end
According to drawing, wherein the technology realization drawn is referred to the prior art, the foundation of drafting is according to the equipment operation of generation
State shows the different colours section that processed information, reservation information and rest processing capacity are depicted as in instrument board,
Such as processed information is shown in green, reservation information is shown as yellow, rest processing capacity appears dimmed, and each color
The length of section be allocated according to the ratio of processed number, reservation number and rest processing capacity (i.e. the scale of instrument board according to
Dynamic operation state data are changed).Preferably, webpage front-end draws out 180 ° of fan-shaped instrument boards in load, and
180 ° of radian is subjected to pro rate according to reservation number and rest processing capacity for total amount, such as reservation number is when original state
5, rest processing capacity 25, the then segmental arc length for representing reservation information starts 30 ° of segmental arc as starting point, and residue handles energy
Power is remaining 150 ° of segmental arc, when drawing, is first handled the color of 180 ° of fan-shaped instrument boards by reservation number and residue
The total amount and accounting of ability are plotted as the section of yellow (representing reservation number) and grey (representing rest processing capacity), then
According to the processed number in the equipment operation state information of generation, yellow segmented portion is covered, i.e., from starting point according to
The accounting part of processed number in yellow section is depicted as by accounting of the processed number in reservation number and rest processing capacity
Green (representing processed number), such as reservation number are 5 and are plotted as the segmental arc that starting point starts 30 °, at this time if located
Managing number is 0, then the green segmental arc length covered to yellow segmented portion is just 0, that is, the instrument board for exporting display is by 30 °
Yellow segmental arc and 150 ° grey segmental arc formed instrument board；Later, next time real-time rendering when, if realtime running state
Processing number in data becomes 2, and reservation number is still 5, and rest processing capacity is still 25, then draws green segmental arc length from starting point
18 ° of arcs are made, yellow segmental arc the original length is 30 ° of arcs, now due to covering 18 ° of arcs, thus yellow region by green segmental arc
Section is reduced to 12 ° of arcs, and grey parts remain unchanged；Then, in real-time rendering next time again, if realtime running status number
Reservation number in is 5 newly-increased, then the total radian of yellow section increases by 30 °, that is, becomes 60 °, and handles number if it is 2, will be from
The green segmental arc of 18 ° of point-rendering of starting is to cover yellow segmental arc, therefore user's visual length of yellow segmental arc is 42 ° of arcs, simultaneously
Increase of the grey segmental arc because reserving number, will drop to 120 ° of arcs, and so on.It should be noted that when being shown, according to
The setting of user can be and carry out realtime running status inquiry to some equipment, can also manage to for example a certain hospital, operator
All devices under reason carry out realtime running status inquiry, when receiving inquiry, i.e., raw according to real time data and historical data
At operation state, and instrument board display figure is drawn out according to realtime running state and is exported to user, so that user checks, wherein
Fig. 8 shows the operation state instrument board figure of the whole Medical Devices for a certain hospital for generating and showing by this way, such as
Shown in Fig. 8, the operation state of all devices can be shown at a glance by color section and accounting, very intuitively.?
In preferred embodiment, as shown in figure 8, display information can also be included in under-dash show processed number, reservation number,
The real time value of surplus capacity and expected concluding time, and show among instrument board the real time value of processed number, so that
The information that instrument board is shown more gives top priority to what is the most important, the relationship of three numerical value also more intuitive readability, and very beautiful.
In other embodiments, the operation state figure of generation is also possible to line chart, pie chart, half circle diagram, histogram etc.,
And instrument board is due to can represent to more simple, intuitive processed number, the pass between reservation number and rest processing capacity three
System, and the most concerned information of user (display of important information is carried out such as among instrument) can be highlighted, therefore the present invention is real
Example is applied preferably to generate and export operation state figure for instrument board.
Fig. 5 shows the equipment operation state real-time monitoring system of one embodiment of the present invention, which includes equipment
Operation state statistical analysis system platform 5, the system platform 5 are used to carry out the real-time statistic analysis of equipment operation state.Wherein,
As shown in figure 5, in embodiments of the present invention, system platform 5 includes storage unit 50, real time information obtains module 51 and residue is grasped
Make capability analysis module 52, wherein storage unit 50 is stored with historical data information, the historical operation record including each equipment
Recorded etc. with the historical operation big data of same type equipment, real time information obtain module 51 be used for according to the real time data of equipment into
Row analysis obtains the processed information and reservation information of equipment, and remaining operation capability analysis module 52 is used to obtain historical record,
The processed information and reservation information obtained according to historical record and in real time is analyzed, the rest processing capacity letter of generating device
Breath.In practical applications, real time information obtains the letter that module 51 is connected with equipment or has equipment real-time processing information with record
Management system connection is ceased, exports to obtain real-time processed information and reservation information data and gives remaining operation capability analysis module
52, and remaining operation capability analysis module 52 is then according in obtained real-time processed information and reservation information and storage unit 50
The historgraphic data recording of storage is analyzed, and the remaining operation ability output of equipment is calculated.With in a particular embodiment,
In, remaining operation capability analysis module 52 can be set to include estimating position operating time evaluation unit 521, expected concluding time
Calculate unit 522, equipment treatment effeciency evaluation unit 523 and rest processing capacity evaluation unit 524, position operating time pro form bill
Member 521 is for the position average operating time according to each reservation operation object of historical data statistics；The estimation of equipment treatment effeciency
Unit 523 is used to obtain the historical operation record of current device, calculate separately current device average handling time and average standard
The standby time；Expected concluding time evaluation unit 522 is used to generate reservation information to be processed according to processed information and reservation information,
And it according to the position average operating time of the object of reservation operation in reservation information to be processed and corresponding object and currently sets
Standby average preparation time calculates the expected concluding time；Rest processing capacity evaluation unit 524 for terminating the latest according to the same day
Time and expected concluding time calculate remaining time, and according to remaining time, the average handling time of current device and average standard
The standby time calculates rest processing capacity output.Wherein, real time information obtains module 51 and remaining operation capability analysis module 52
Concrete methods of realizing is referred to the narration of method part above, and this will not be repeated here.
In a preferred embodiment of the invention, system platform 5 can also be exported operation state aobvious by way of figure
Show, to make the operation state of each equipment very clear, user is facilitated to carry out the operation optimization and schedule of equipment.Fig. 6 is shown
The optimal realization example of a kind of embodiment, as shown in fig. 6, in embodiment, system platform 50 further includes that operation state generates
Module 53 and pattern process module 54, operation state generation module 53 are used for the whole realtime running state of generating device, and scheme
Shape processing module 54 is used to graphically show the whole operation state of equipment according to the realtime running state.In the implementation
In example, in order to obtain the complete operation state of equipment, real time information obtains module 51 and is configured to obtain the processed of equipment in real time
Information and reservation information.Operation state generation module 53 is set as according to processed information, reservation information and rest processing capacity
Information generating device operation state information storage, wherein in this embodiment, the equipment operation state information of generation includes having located
(i.e. example center magnetic machine has been swept above for reason number, reservation number, rest processing capacity, the operation state corresponding real-time time
Retouch the end of scan time of the last one patient in patient information, the end time being stored as in table) and the expected concluding time,
Correspondingly, the mode for generating the equipment operation state information is from processed information, reservation information and rest processing capacity information
It is middle to obtain processed number, reservation number, rest processing capacity, the corresponding real-time time of the operation state and expected concluding time storage
(as generated data-base recording).Pattern process module 54, which is set as being generated according to equipment operation state information, shows equipment operation
Dynamic images outputting.As shown in fig. 6, in this embodiment, real time information, which obtains module 51, to be set by device log acquisition
Standby real time data, therefore it includes 511 He of device log parsing module that the real time information in the embodiment, which obtains module 51,
Data acquisition module 512, wherein data acquisition module 512 connect the variation for acquisition monitoring device journal file with equipment
The device log content uploading updated with real-time acquisition is to server, and device log parsing module 511 is used for upload most
New device log is parsed, and processed information and reservation information are generated.Wherein, data acquisition module 512 and device log
The concrete methods of realizing of parsing module 511 is referred to the detailed description of method above.
As shown in fig. 6, in the preferred embodiment, equipment operation state real-time monitoring system further includes for being runed
The display terminal 3 of status display, wherein system platform 50 exports operation state information to display terminal 3, and display terminal 3 is used for
Institute's operation state information is shown by graphics mode.Graphic display mode is by processed information, reservation information and remaining processing
Ability is shown as different color sections, wherein the length of each color section is according to the processed number in processed information, reservation
Reservation number and rest processing capacity in information are allocated.In a preferred embodiment, graphic display mode for example can be Fig. 8
Shown in instrument board mode, and the bottom of instrument board also show processed number, reservation number, rest processing capacity and it is expected that
The specific value information of end time, to facilitate user to read.Wherein, the mode for generating figure for example generates instrument board state diagram
Mode be image processing module 54 according to operation state information according to manner described above generate instrument board state diagram, output
It is shown to display terminal 3, is also possible to display terminal 3 and calls image procossing mould when showing page according to user's request of loading
Block 54 generates instrument board state diagram and is shown that these can be realized by referring to the prior art.In specific embodiment
In, display terminal 3 can be display, browser, intelligent terminal etc. be able to carry out figure load or output display equipment or
Using.
Fig. 7 schematically shows the equipment operation state real-time monitoring system of another preferred embodiment of the present invention, should
The difference of system and embodiment shown in fig. 6 is, is to obtain equipment by original management information system in the present embodiment
Real time data.In this embodiment, by taking equipment is Medical Devices as an example, which can be the reservation pipe of hospital
Information system, that is, hospital HIS information system is managed, real time information in this embodiment obtains module 51 and do not need to include that data are adopted
Collection and log analyzing module, it is only necessary to be connect with the HIS information system of hospital.The connection type, such as can be in reality
When data obtaining module 51 in directly access the associated databases of corresponding hospital, since hospital is in reservation management, to equipment into
The information and the processed information of equipment of row reservation are all that can upload in real time database by medical worker, therefore, pass through company
The associated databases for meeting hospital can be directly obtained the real time data of each equipment, that is, the processed information number being mentioned above
According to reservation information data.The faster convenience of the processing of real time data under this mode, but to be connected directly to the number of hospital
According to library, therefore, system platform can only be deployed to on the server of hospital oneself, i.e., each hospital portion dedicated for each hospital
Set of system platform is affixed one's name to, to protect doctors and patients' information.
Wherein, the equipment in various embodiments of the present invention can be the various equipment of hospital radiological department, such as CT, magnetic resonance, X-ray
Machine etc., be also possible to other it is any can generate device log or there is information management system, and need the operation shape to machine
The equipment that state is monitored." equipment identification information (such as specific equipment is included at least as long as can collect by the equipment
Title or name format) ", " bringing into operation when equipment uses every time and terminate operation timestamp information (such as MR equipment,
Need to start comprising each patient to scan and terminate information at the time of scanning) ", " operation object that equipment uses every time (such as MR
Equipment, must be comprising being directed to some position) " and " reservation information (such as MR equipment, it needs to reserve ID and reservation comprising each patient
Scanned position) " device logs of this four information, so that it may realize the realtime running condition monitoring based on the embodiment of the present invention.
And wherein the form of device log can be the file being stored in the storage system of equipment itself, be also possible to other shapes
Formula, as long as with equipment use it is for continuous updating and in extractable state, can be by external device access and using being
Can, the embodiment of the present invention is without limitation.
In addition, this is gone through since the method and system in the embodiment of the present invention needs to carry out analytical calculation based on historical data
History data can be that the dynamic analysis based on big data calculate, and this estimate more tallies with the actual situation, as a result more acurrate.In life
In living and production practices, the occasion for using equipment is many, and can more come also more, and the operation ability of equipment and efficiency are straight
It connects to influence to live and the method and system of this real time monitoring therefore can be applied to the occasion in needs with the efficiency of production practices,
It is distributed with facilitating administrative staff to be scheduled according to the realtime running state and actual demand situation of equipment with task, improves effect
Rate.Wherein, the method and system of the embodiment of the present invention can be applicable in a variety of occasions, and one of typical case example can be hospital
Medical Devices operation state monitoring management, such as Fig. 7 just shows the application example under the scene.
In some embodiments, can also when there is patient to fail to keep an appointment (as it is late be more than scheduled time threshold be considered as it is refreshing
About), it recalculates the rest processing capacity of equipment and regenerates display operation state, to improve real-time and accurate as far as possible
Property.Wherein, calculating operation state variation caused by failing to keep an appointment because of the patient of reservation can be realized by setting time complexity curve module.Its
In, time complexity curve module can also be used in overhaul of the equipments, carry out operation state according to the equipment actual maintenance deadline
Amendment.
Wherein, the equipment realtime running state that the method and system of the embodiment of the present invention generates, in uploading device log
Or when detecting that the information management system of connection has update, just for statistical analysis and generation realtime running status information storage,
And the output for carrying out operation state information is shown, can be the realtime running state letter that storage is obtained according to the activly request of user
Breath shown, be also possible in real-time generate just by operation state information in a manner of text or figure active push to using
Family.Wherein active push can be the registration terminal for being pushed to user to the mode of user, be also possible to be pushed to the postal of user
Case, SMS or wechat etc..It, can be for PUSH message setting push strategy such as how long in the realization example of progress message push
Push or meeting that under the conditions of pushes, to reduce message noise jamming.Meanwhile in the realization example for carrying out message push,
The registration and authority distribution for also needing to carry out user in advance, are pushed to the use having permission for corresponding equipment operation state message
Family.
In a particular embodiment, the equipment operation state statistical analysis system platform in foregoing invention embodiment can be disposed
On the server, to provide corresponding service for different terminals.Moreover, equipment operation state statistical analysis system platform can be with
It is to be realized by application program, which can store on the electronic device, which can be single including display
The electronic product of member, storage unit and execution unit, storage unit is for storing application program, and execution unit is for executing application
Program, display unit is for showing the implementing result of application program.Wherein, which for example can be intelligence and sets
Standby terminal (such as smart phone, smartwatch, processor etc.), tablet computer etc..
Above-described is only some embodiments of the present invention.For those of ordinary skill in the art, not
Under the premise of being detached from the invention design, various modifications and improvements can be made, these belong to protection model of the invention
It encloses.
Claims (10)
1. the operation state method for real-time monitoring of equipment, comprising:
Obtain equipment realtime running data information, analyzed according to realtime running data information, generating device it is processed
Information and reservation information；
It is analyzed according to historical record and the processed information and reservation information, the rest processing capacity letter of generating device
Breath.
2. according to the method described in claim 1, further include:
It is stored according to processed information, reservation information and rest processing capacity information generating device operation state information.
3. according to the method described in claim 2, wherein, further includes:
Equipment, which is shown, according to the generation of equipment operation state information runs dynamic images outputting.
4. the equipment operation dynamical output is will according to the method described in claim 3, wherein, the figure is instrument board
Processed information, reservation information and rest processing capacity information are shown as the different colours section in instrument board.
5. method according to any one of claims 1 to 4, wherein the processed letter according to historical record and acquisition
Breath and reservation information are analyzed, and the rest processing capacity information of generating device is accomplished by the following way:
Reservation information to be processed is generated according to processed information and reservation information, wherein reservation information to be processed includes having reserved behaviour
Make object；
According to each corresponding position average operating time of reservation operation object of historgraphic data recording statistics；
The average handling time and average preparation time of current device are calculated according to the historical operation record of equipment；
Estimated terminate is calculated according to the average preparation time of reservation information to be processed, position average operating time and current device
Time；
According to the same day, end time, expected concluding time, the average handling time of current device and average preparation time were raw the latest
At rest processing capacity.
6. equipment operation state statistical analysis system platform, including
Real time information obtains module, for obtaining the realtime running data information of equipment, is believed according to the realtime running data of equipment
Breath obtains the processed information and reservation information of equipment；With
Remaining operation capability analysis module, for obtaining historical record, according to historical record and the processed information and in advance
About information is analyzed, the rest processing capacity information of generating device.
7. system platform according to claim 6, wherein the system platform further includes operation state generation module, is used
It is stored according to processed information, reservation information and rest processing capacity information generating device operation state information.
8. system platform according to claim 7, further includes
Pattern process module runs dynamic images outputting for showing equipment according to the generation of equipment operation state information.
9. according to the described in any item system platforms of claim 6 to 8, wherein the remaining operation capability analysis module includes
Position operating time evaluation unit, when for counting the position average operation of reservation operation object according to historical data
Between；
Equipment treatment effeciency evaluation unit calculates separately the flat of current device for obtaining the historical operation record of current device
Handle time and average preparation time；
Expected concluding time evaluation unit, for generating reservation information to be processed, and root according to processed information and reservation information
The expected concluding time is calculated according to the average preparation time of reservation information to be processed, position average operating time and current device；
With
Rest processing capacity evaluation unit, for end time, expected concluding time, current device to be averaged the latest according to the same day
It handles the time and average preparation time calculates rest processing capacity output.
10. a kind of server, which is characterized in that deployment has the right to require 6 to 9 described in any item equipment fortune on the server
Seek statistic analysis system platform.
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