CN105883558A - Self-learning system and method for door opening-closing time of elevator - Google Patents
Self-learning system and method for door opening-closing time of elevator Download PDFInfo
- Publication number
- CN105883558A CN105883558A CN201610497864.8A CN201610497864A CN105883558A CN 105883558 A CN105883558 A CN 105883558A CN 201610497864 A CN201610497864 A CN 201610497864A CN 105883558 A CN105883558 A CN 105883558A
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- CN
- China
- Prior art keywords
- door
- elevator
- time
- switch
- data
- 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.)
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Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B13/00—Doors, gates, or other apparatus controlling access to, or exit from, cages or lift well landings
- B66B13/24—Safety devices in passenger lifts, not otherwise provided for, for preventing trapping of passengers
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B5/00—Applications of checking, fault-correcting, or safety devices in elevators
- B66B5/0006—Monitoring devices or performance analysers
- B66B5/0018—Devices monitoring the operating condition of the elevator system
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B2201/00—Aspects of control systems of elevators
Abstract
The invention discloses a self-learning system and method for door opening-closing time of an elevator. The self-learning system comprises an elevator control system, a door opening-closing self-learning unit, an elevator door motor control unit and a memory unit, wherein the elevator control system is used for carrying out real-time monitoring and recording of the door opening or closing time of the elevator at different floors and time periods; the door opening-closing self-learning unit is used for invoking door opening or closing time data recorded by the elevator control system to analyze, so as to obtain current optimal door opening or closing time; the memory unit is used for storing the optimal door opening or closing time; and the elevator control system controls a timed switch of the elevator door motor control unit according to the stored optimal door opening or closing time, and the elevator door motor control unit executes the door opening/closing operation when the door opening/closing time set by the timed switch is up. According to the self-learning system and method, the self-learning function of the door opening/closing time of the elevator and the individualized design are realized, the elevator waiting efficiency is optimized, and the user experience is improved.
Description
Technical field
The present invention relates to the technical field of elevator switch gate control, particularly relate to a kind of elevator switch door time certainly
Learning system and method.
Background technology
Along with the development of China's urbanization, city size is constantly becoming big, bring be architecture storey not
Disconnected increases, and also the development for elevator industry provides more powerful power.But it is as architecture storey not
Breaking and increase, also performance and Consumer's Experience to elevator are had higher requirement, especially at flow of the people peak value
Period.
In existing elevator design, elevator switch door action is by apparatus for controlling elevator control, during its switch gate
Between be disposed as fixed value, and the use of elevator, along with its place to use, use the time, use floor
The demand of its switch gate times different is different, so thus there is a lot of problem, as used height at elevator
The peak phase, owing to flow of the people is more, when elevator is at closing time it may happen that press from both sides people's event, or need people at sedan-chair
The most always according to door open button, but so can be substantially reduced Consumer's Experience；And elevator uses low peak period, due to
The elevator switch door time is fixed, so when calling ladder floor together and being more, when the user of bottom or top layer waits
Between can be the longest, or generally require and go after user enters car just can quickly close the door by door close button.So be
Complying with current development trend, lift product there is a need to split lockup and does optimization further so that it is possess
Intelligent or personalized feature, hoisting elevator delivery efficiency, promote Consumer's Experience.
Switch gate time self learning system is on the basis of former apparatus for controlling elevator, by monitor, record and
Analyze elevator switch door time data, calculate current elevator most preferably opening in different layers and different time sections
Lockup, thus reduce the generation of the folder contingencies such as people, can effectively reduce simultaneously the elevator holdup time and
Hoisting elevator delivery efficiency, promotes Consumer's Experience.
Summary of the invention
In order to overcome shortcoming that prior art exists with not enough, the present invention provide a kind of elevator switch door time from
Learning system, it is possible to according to on-the-spot actual persons traffic conditions and user's use habit, utilize the number that every day records
According to being analyzed and calculating, reach intellectuality and the personalization of elevator switch door time.
For solving above-mentioned technical problem, the present invention provides following technical scheme: a kind of elevator switch door time is certainly
Learning system, including apparatus for controlling elevator, switch gate self study unit, Elevator Door Control unit and interior
Memory cell, described apparatus for controlling elevator is for monitoring in real time and recording in different floors and different time sections
Door-opened elevator or lockup；Described switch gate self study unit is by calling opening of apparatus for controlling elevator record
Door or the time data closed the door are analyzed, and draw current optimal enabling or lockup；Described internal storage location
For storing described optimal enabling or lockup；Described apparatus for controlling elevator is according to the optimized switch door of storage
Time controls the time switch of Elevator Door Control unit, and the enabling/lockup arranged when time switch arrives,
Elevator Door Control unit performs the operation opened the door/close the door.
Further, described apparatus for controlling elevator includes monitoring module, switch gate logging modle and output control
Molding block, described monitoring module, switch gate logging modle are all connected with output control module；Described supervision mould
Block monitors elevator running state in real time；Described switch gate logging modle is for when door-opened elevator puts in place or closes
When door puts in place, record enabling puts in place or door-closing in-place signal；Described output control module is used for passing through communication protocol
Output in real time is opened the door and the signal of door-closing in-place state point.
Further, described switch gate self study unit is according to enabling or the pass calling apparatus for controlling elevator record
The time data of door, is mapped to time data with current time as transverse axis, to open the door or lockup is vertical
On the coordinate axes of axle, unary linear regression equation method is used to calculate the optimized switch door time.
Further, described internal storage location integrated or interior deposit receipt of external extension in being described apparatus for controlling elevator
Unit.
Another object of the present invention is to provide a kind of elevator switch door time self-learning method, comprises the steps:
S1, apparatus for controlling elevator receive outer calls switch gate signal together or elevator arrives at a station after signal, sends switch gate
Instruction, and record the time that the instruction of this switch gate occurs；
S2, apparatus for controlling elevator monitor door-opened elevator or the signal that puts in place closed the door, and record switch gate and put in place letter
Number time of origin, thus obtain the current elevator switch door time；
S3, record door-opened elevator or the signal that puts in place closed the door, current time, the data of current floor, and will
Data are stored in RAM (random access memory) card；
S4, switch gate self study unit to storage data carry out Macro or mass analysis, time data is mapped to
Current time be transverse axis, with open the door or the lockup coordinate axes as the longitudinal axis on, use one-variable linear regression side
Cheng Fangfa calculates the optimized switch door time；
S5, feed back and refresh optimal door-opened elevator or lockup data；
S6, by refresh after data, apparatus for controlling elevator Based Intelligent Control door machine is to realize door-opened elevator or pass
The operation output of door and the optimal design-aside of time.
Further, the data in described step S3 are under apparatus for controlling elevator is in self suspension off-line state
Analysis obtains, or is under networking state and transfers data to high in the clouds and carry out big data with historical storage data
Analysis obtains.
Further, the output of the operation in described step S6 further for open air call together signal or in call signal together and lead
The door-opened elevator caused or the operation closed the door output.
After using technique scheme, the present invention at least has the advantages that the present invention can be according to existing
Field practical situation adjusts elevator switch door operation time interval in real time, reduces the incidence rate of the accidents such as elevator folder people
And improve carriage lift efficiency, Consumer's Experience can be promoted greatly simultaneously；Switch gate self learning system energy root
Refreshing the elevator switch door time in real time according to the data monitored from apparatus for controlling elevator, refresh interval is the shortest, number
According to real-time the strongest；Switch gate self learning system, in the long expansion in the basis of former apparatus for controlling elevator, leads to
Cross the hardware sum existing extra function factually of multiplexing original system, extra hardware need not be added, just can reach
The intelligentized updating of elevator；The data summarization of different elevators can be processed to high in the clouds by elevator by networking, passes through
The mode of big Data Analysis Services, analyzes and more optimizes the data more meeting Consumer's Experience.
Accompanying drawing explanation
Fig. 1 is the block diagram of the present invention a kind of elevator switch door time self learning system.
Fig. 2 is the flow chart of steps of the present invention a kind of elevator switch door time self-learning method.
Detailed description of the invention
It should be noted that in the case of not conflicting, the embodiment in the application and the feature in embodiment
Can be combined with each other, with specific embodiment, the application is described in further detail below in conjunction with the accompanying drawings.
Embodiment
As it is shown in figure 1, the present invention provides a kind of elevator switch door time self learning system, including elevator controlling
System, switch gate self study unit, Elevator Door Control unit and internal storage location, it is preferable that interior deposit receipt
Unit can integrated or external extension in apparatus for controlling elevator.
Wherein, apparatus for controlling elevator is used for monitoring in real time and recording at different floors and the electricity of different time sections
Ladder opens the door or lockup；Switch gate self study unit is by calling enabling or the pass of apparatus for controlling elevator record
The time data of door is analyzed, and time data is mapped to current time as transverse axis, to open the door or to close the door
Time is on the coordinate axes of the longitudinal axis, draws a time graph according to the distribution situation of data point, this curve with
Point corresponding to current time is the optimized switch door time of current time in the mapping value of vertical coordinate, i.e. uses
Unary linear regression equation method calculates current optimal enabling or lockup；Internal storage location is used for storing
Described optimal enabling or lockup；Apparatus for controlling elevator controls elevator according to the optimized switch door time of storage
The time switch of door machine control unit, the enabling/lockup arranged when time switch arrives, Elevator Door Control
Unit performs the operation opened the door/close the door.
Apparatus for controlling elevator includes monitoring module, switch gate logging modle and output control module, monitors mould
Block, switch gate logging modle are all connected with output control module；For in real time, monitoring module monitors that elevator runs
Situation；Switch gate logging modle is for putting in place or record enabling puts in place or closes the door during door-closing in-place when door-opened elevator
Put in place signal；Output control module is opened the door and door-closing in-place state point for being exported in real time by communication protocol
Signal.
For coordinating the functional realiey of said system, during as in figure 2 it is shown, the present invention provides a kind of elevator switch door
Between self-learning method, comprise the steps:
S1, apparatus for controlling elevator receive outer calls switch gate signal together or elevator arrives at a station after signal, sends switch gate
Instruction, and record the time that the instruction of this switch gate occurs；
S2, apparatus for controlling elevator monitor door-opened elevator or the signal that puts in place closed the door, and record switch gate and put in place letter
Number time of origin, thus obtain the current elevator switch door time；
S3, record door-opened elevator or the signal that puts in place closed the door, current time, the data of current floor, and will
Data are stored in RAM (random access memory) card, and data are analyzed under apparatus for controlling elevator is in self suspension off-line state and obtained,
Or be under networking state and transfer data to high in the clouds and carry out big data analysis with historical storage data obtain；
Inherently obtain from elevator due to data and calculate, so these data can be understood as off-line
Obtain, referred to as off-line data or local data；And the data in high in the clouds are after networking, by current elevator
After all historical datas are all uploaded, draw more accurate, more stable value according to the statistics of more big data quantity, then
Downloading to current elevator, data acquiescence in high in the clouds covers the data of current elevator；High in the clouds analysis calculation method and
As above, simply there is more historical data amount in high in the clouds, and the data counted from probability can be more
Certain deviation then may be had close to truthful data, off-line data or local data；
S4, switch gate self study unit to storage data carry out Macro or mass analysis, time data is mapped to
Current time be transverse axis, with open the door or the lockup coordinate axes as the longitudinal axis on, according to the distribution feelings of data point
Condition draws a time graph, and the point that this curve is corresponding with current time is currently in the mapping value of vertical coordinate
The optimized switch door time of time, unary linear regression equation method is i.e. used to calculate current optimal enabling
Or lockup；
S5, feed back and refresh optimal door-opened elevator or lockup data；
S6, by refresh after data, apparatus for controlling elevator Based Intelligent Control door machine is to realize door-opened elevator or pass
The operation output of door and the optimal design-aside of time, operation output can be further call together outside user signal or in call together
Door-opened elevator that signal causes or the operation output closed the door.
Although an embodiment of the present invention has been shown and described, for the ordinary skill in the art,
It is understood that these embodiments can be carried out without departing from the principles and spirit of the present invention
The change of multiple equivalence, revising, replace and modification, the scope of the present invention is by claims and equivalent thereof
Scope limits.
Claims (7)
1. an elevator switch door time self learning system, it is characterised in that include apparatus for controlling elevator, switch
Door self study unit, Elevator Door Control unit and internal storage location, described apparatus for controlling elevator is in real time
Monitor and record at different floors and the door-opened elevator of different time sections or lockup；Described switch gate is certainly
Unit is analyzed by the time data opened the door or close the door calling apparatus for controlling elevator record, draws
Current optimal enabling or lockup；Described internal storage location is used for storing described optimal enabling or lockup；
The timing that described apparatus for controlling elevator controls Elevator Door Control unit according to the optimized switch door time of storage is opened
Closing, the enabling/lockup arranged when time switch arrives, and Elevator Door Control unit performs the behaviour opening the door/closing the door
Make.
A kind of elevator switch door time self learning system the most according to claim 1, it is characterised in that institute
State apparatus for controlling elevator and include monitoring module, switch gate logging modle and output control module, described supervision
Module, switch gate logging modle are all connected with output control module；Described monitoring module monitors electricity in real time
Ladder operation conditions；Described switch gate logging modle is for putting in place or record opens the door during door-closing in-place when door-opened elevator
Put in place or door-closing in-place signal；Described output control module for exporting enabling in real time and closing by communication protocol
Door puts in place the signal of state point.
A kind of elevator switch door time self learning system the most according to claim 1, it is characterised in that institute
State switch gate self study unit according to the enabling calling apparatus for controlling elevator record or the time data closed the door, general
Time data is mapped to current time as transverse axis, to open the door or on the lockup coordinate axes as the longitudinal axis, to make
The optimized switch door time is calculated by unary linear regression equation method.
4. a kind of elevator switch door time self learning system as claimed in claim 1, it is characterised in that described
Internal storage location is integrated in described apparatus for controlling elevator or the internal storage location of external extension.
5. an elevator switch door time self-learning method, it is characterised in that described method comprises the steps:
S1, apparatus for controlling elevator receive outer calls switch gate signal together or elevator arrives at a station after signal, sends switch gate
Instruction, and record the time that the instruction of this switch gate occurs；
S2, apparatus for controlling elevator monitor door-opened elevator or the signal that puts in place closed the door, and record switch gate and put in place letter
Number time of origin, thus obtain the current elevator switch door time；
S3, record door-opened elevator or the signal that puts in place closed the door, current time, the data of current floor, and will
Data are stored in RAM (random access memory) card；
S4, switch gate self study unit to storage data carry out Macro or mass analysis, time data is mapped to
Current time be transverse axis, with open the door or the lockup coordinate axes as the longitudinal axis on, use one-variable linear regression side
Cheng Fangfa calculates the optimized switch door time；
S5, feed back and refresh optimal door-opened elevator or lockup data；
S6, by refresh after data, apparatus for controlling elevator Based Intelligent Control door machine is to realize door-opened elevator or pass
The operation output of door and the optimal design-aside of time.
6. a kind of elevator switch door time self-learning method as claimed in claim 5, it is characterised in that described
Data in step S3 are analyzed under apparatus for controlling elevator is in self suspension off-line state and are obtained, or are in connection
Transfer data to high in the clouds under net state and carry out big data analysis with historical storage data and obtain.
7. a kind of elevator switch door time self-learning method as claimed in claim 5, it is characterised in that described
Operation output in step S6 further for outdoor call together signal or in call door-opened elevator that signal causes together or close the door
Operation output.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610497864.8A CN105883558B (en) | 2016-06-27 | 2016-06-27 | A kind of elevator switch door time self learning system and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610497864.8A CN105883558B (en) | 2016-06-27 | 2016-06-27 | A kind of elevator switch door time self learning system and method |
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| Publication Number | Publication Date |
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| CN105883558A true CN105883558A (en) | 2016-08-24 |
| CN105883558B CN105883558B (en) | 2018-09-11 |
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109179171A (en) * | 2018-10-31 | 2019-01-11 | 苏州汇川技术有限公司 | Elevator door mechanical system self-learning method, equipment and storage medium |
| CN109230914A (en) * | 2018-09-04 | 2019-01-18 | 住友富士电梯有限公司 | A kind of elevator waiting time prompt system |
| CN109573797A (en) * | 2018-12-03 | 2019-04-05 | 天津康途科技有限公司 | A kind of each floor shutdown curve self-adapting method of elevator door-motor |
| CN110526067A (en) * | 2019-09-23 | 2019-12-03 | 猫岐智能科技（上海）有限公司 | The elevator switch door time accurately obtains system |
| CN112125110A (en) * | 2020-09-18 | 2020-12-25 | 广州广日电梯工业有限公司 | Intelligent door closing control method and system for elevator and elevator |
| CN112607548A (en) * | 2020-12-15 | 2021-04-06 | 南京中诚签信息科技有限公司 | Elevator running quality monitoring system and method based on big data |
| CN112938684A (en) * | 2021-03-22 | 2021-06-11 | 大连奥远电子股份有限公司 | Elevator running track analysis system |
| CN113526278A (en) * | 2021-07-23 | 2021-10-22 | 广州广日电梯工业有限公司 | Elevator dispatching control method and elevator dispatching control device |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109230914A (en) * | 2018-09-04 | 2019-01-18 | 住友富士电梯有限公司 | A kind of elevator waiting time prompt system |
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| CN109573797A (en) * | 2018-12-03 | 2019-04-05 | 天津康途科技有限公司 | A kind of each floor shutdown curve self-adapting method of elevator door-motor |
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| CN112125110A (en) * | 2020-09-18 | 2020-12-25 | 广州广日电梯工业有限公司 | Intelligent door closing control method and system for elevator and elevator |
| CN112607548A (en) * | 2020-12-15 | 2021-04-06 | 南京中诚签信息科技有限公司 | Elevator running quality monitoring system and method based on big data |
| CN112938684A (en) * | 2021-03-22 | 2021-06-11 | 大连奥远电子股份有限公司 | Elevator running track analysis system |
| CN113526278A (en) * | 2021-07-23 | 2021-10-22 | 广州广日电梯工业有限公司 | Elevator dispatching control method and elevator dispatching control device |
| CN113526278B (en) * | 2021-07-23 | 2023-04-25 | 广州广日电梯工业有限公司 | Elevator dispatching control method and elevator dispatching control device |
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|---|---|
| CN105883558B (en) | 2018-09-11 |
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