CN109573765A - A kind of city elevator spare part storage control system based on big data driving - Google Patents
A kind of city elevator spare part storage control system based on big data driving Download PDFInfo
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- CN109573765A CN109573765A CN201811410164.6A CN201811410164A CN109573765A CN 109573765 A CN109573765 A CN 109573765A CN 201811410164 A CN201811410164 A CN 201811410164A CN 109573765 A CN109573765 A CN 109573765A
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- module
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Classifications
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- 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
- B66B5/0037—Performance analysers
-
- 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
- B66B5/0025—Devices monitoring the operating condition of the elevator system for maintenance or repair
-
- 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
- B66B5/02—Applications of checking, fault-correcting, or safety devices in elevators responsive to abnormal operating conditions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
- G06F30/17—Mechanical parametric or variational design
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
- G06F2119/04—Ageing analysis or optimisation against ageing
Abstract
The invention discloses a kind of city elevator spare part storage control systems based on big data driving, including elevator accessory database building part, elevator operation accessory concrete surplus working life progress bar design part and data alarm and linkage control part.City elevator spare part storage control system provided by the invention based on big data driving, by constructing correspondence database as support using big data, data are handled using the acquisition of related data, storage, analysis, alarm module, it can reach the different types of accessory working life of prediction, conducive to the preparation of spare part；Accessory remaining life in prediction operation, and terminal alarms are carried out to service life insufficient accessory；Detailed report is provided according to alert data, including data such as the brand, type, quantity, the places that need to change accessory, solves the problems, such as that city elevator occurs that spare part is insufficient or type brand is unmatched, improves work efficiency.
Description
Technical field
The invention belongs to the technical field of elevator controlling more particularly to a kind of city elevator spare parts based on big data driving
Storage control system.
Background technique
With the development of the social economy, the progress of automatic technology, more and more fields are in order to improve working efficiency, all
The equipment fault time is reduced to the greatest extent in positive various technological means of seeking to reach.And in elevator correlative technology field, because
Elevator inevitably will appear the case where leading to elevator faults because of the failure of elevator accessory in the process of running, in addition elevator is matched
Part type and elevator brand are various, once breaking down, elevator spare part can not obtain in a short time, and failure can not be in the short time
Interior solution causes elevator to deactivate the long period, affects greatly to working efficiency.
From the point of view of existing technology, the service life and fault location difficulty of elevator accessory are larger, substantially each enterprise
All the frequency of use to elevator accessory and service life do not carry out tracking prediction, so that causing can not loss journey to elevator accessory
Degree is verified and is judged.The use quality of traditional elevator accessory and component and service life repair often by equipment damage
Obtained from the statistical analysis of data, its stability in operation can not be monitored, cause burst lift facility failure
It is not easy to predict.Elevator faults occur and caused by elevator member replacing be also faced with many problems, such as elevator different brands, difference
Accessory is many kinds of, in fact it could happen that elevator spare part deficiency occurs within the scope of urban area when emergency or type brand is unmatched
Problem.
Summary of the invention
Based on the above the deficiencies in the prior art, technical problem solved by the invention is to provide a kind of based on big data drive
Dynamic city elevator spare part storage control system, can to the elevator accessory that putting into operation to continue normal working hours long
Degree is predicted, according to prediction data as a result, carrying out spare part storage in advance to the elevator accessory that will be broken down transfers preparation.
In order to solve the above-mentioned technical problem, the present invention is achieved through the following technical solutions: the present invention provides one kind and is based on
The city elevator spare part storage control system of big data driving, comprising:
Elevator accessory database constructs part, for constructing elevator accessory data by the acquisition to elevator accessory big data
Library；
Elevator runs accessory concrete surplus working life progress bar and designs part, for passing through the completion pair of data signal acquisition module
The acquisition of corresponding data constructs elevator accessory operation data library, and by operation data and the elevator accessory database building portion
The data divided in the database of building, which are compared, establishes corresponding relationship, gives final data analysis and processing result to electricity in terminal
Terraced accessory concrete surplus working life progress bar is shown；
Data alarm and linkage control part, for uploading data to alarm database, after analyzing data,
Trigger corresponding alarming execution device.
As an improvement of the above technical solution, elevator accessory database building part includes:
Elevator accessory data acquisition module, when for completing the different accessories frequency of use to different brands elevator and use
The acquisition of long data；
Data storage module is connect with the terraced accessory data acquisition module, for carrying out the collected data
It saves；
Elevator accessory database is connect with the data storage module, is summarized for data preservation and is completed big data platform
Build.
In one embodiment of the invention, elevator operation accessory concrete surplus working life progress bar design part is wrapped
It includes:
Frequency-region signal acquisition module is connect with the data storage module, is matched for detecting elevator by vibrating sensor
The running frequency parameter of part；
Time-domain signal acquisition module is connect with the data storage module, for detecting elevator accessory by clock module
The time span of operation；
Elevator accessory operation data library, connect with the data storage module, and the data storage module is also used to will be electric
The operation data of terraced accessory is saved；
Statistical analysis module is connect with the elevator accessory operation data library, for running real time data to elevator accessory
It is counted, and is analysed and compared with the data in the elevator accessory database；
Human-computer interaction module is connect with the statistical analysis module, the data for analyzing statistical analysis module
Visualization processing is carried out, operation accessory concrete surplus working life progress bar is formulated.
Optionally, the data alarm and linkage control part include:
Alert data memory module, for receiving and storing the operation data of triggering alarm signal；
Alarm database is connect with the alert data memory module；
Alarm response module is connect with the statistical analysis module, for making linkage control, the system to alarm actuating contact
Meter analysis module is also used to for statistical analysis to alert data；
Buzzer is connect, for issuing alarm sound with the alarm response module.
Further, the data alarm and linkage control part further include:
Printer is connect with the human-computer interaction module, for showing alert event specifying information and printing out detailed
Report；
GPS signal device is connect with the human-computer interaction module, the specific location occurred for showing alert event.
By upper, the city elevator spare part storage control system of the invention based on big data driving passes through big to elevator accessory
The acquisition building elevator accessory database of data establishes elevator accessory operation data and service life after the statistical analysis to data
Incidence relation, acquisition to corresponding data is completed by data signal acquisition module, constructs elevator accessory operation data library, and
Operation data is compared with data in the elevator accessory database of building and establishes corresponding relationship, final data analysis is handled
As a result it gives elevator accessory concrete surplus working life progress bar in terminal to show, progress bar will be based on different running frequencies and with difference
Rate gradually shortens with the rising of runing time.For running elevator accessory, if by the detection of operation data, institute
When the progress bar of formulation shorten to 0, data will be uploaded to alarm database, after analyzing data, corresponding alarm
Executive device will be triggered: buzzer responds prompt, printer output alert event detailed rules and regulations, GPS signal device determine alarm ground
Point.Control system of the invention can be directed to the lower accessory of accessory average life span by the analysis to elevator accessory operation data
Preparations for carrying out spare parts more, while elevator accessory service life progress bar gives warning in advance so that maintenance personal can carry corresponding data report
It accuses and obtains corresponding accessory from nearest maintenace point and complete replacement to elevator accessory within a short period of time, solve city elevator
Spare part deficiency or the unmatched problem of type brand occurs, improves work efficiency.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects, features and advantages of the invention can
It is clearer and more comprehensible, below in conjunction with preferred embodiment, and cooperates attached drawing, detailed description are as follows.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, the attached drawing to embodiment is simply situated between below
It continues.
Fig. 1 is the flow chart of the life-span prediction method based on elevator accessory of the invention when being not used；
Fig. 2 be based on elevator accessory of the invention after coming into operation remaining life prediction technique flow chart；
Fig. 3 is the early warning and analysis method flow chart based on elevator accessory of the invention in remaining life deficiency.
Wherein: 1- elevator accessory data acquisition module, 2- data storage module, 3- elevator accessory database, 4- statistical
Analyse module, 5- human-computer interaction module, 6- frequency-region signal acquisition module, 7- time-domain signal acquisition module, 8- alert data storage mould
Block, 9- alarm response module, 10- buzzer, 11- printer, 12-GPS signal device, 13- elevator accessory operation data library,
14- alarm database.
Specific embodiment
The embodiment of the invention will now be described in detail with reference to the accompanying drawings, and as part of this specification passes through
Embodiment illustrates the principle of the present invention, and other aspects of the present invention, feature and its advantage will become by the detailed description
It is very clear.In the attached drawing of institute's reference, the same or similar component is indicated using identical drawing reference numeral in different figures.
As shown in Figure 1-3, the city elevator spare part storage control system of the invention based on big data driving includes elevator
Accessory database building part, elevator operation accessory concrete surplus working life progress bar design part and data alarm and linkage control
Part.
Elevator accessory database building part includes: elevator accessory data acquisition module 1, data storage module 2, electricity
Terraced accessory database 3, the elevator accessory data acquisition module 1 complete to the different accessories frequency of use of different brands elevator and
Use the acquisition of the big datas such as duration.The method of acquisition specifically: run aspect data experience, professional knowledge using elevator accessory
Accumulation, the assessment of user and designer to target, and useful high-frequency data group is filtered out from data acquisition system, to complete logarithm
According to acquisition, the collected data are formulated into elevator accessory operation data standard rule, and by the data standard rule
It is uploaded in the data storage module 2, establishes the elevator accessory database 3, complete building for big data platform.
Elevator operation accessory concrete surplus working life progress bar design part of the invention includes: data storage module 2, statistics
Analysis module 4, human-computer interaction module 5, frequency-region signal acquisition module 6, time-domain signal acquisition module 7, elevator accessory operation data
Library 13.The frequency-region signal acquisition module 6, time-domain signal acquisition module 7 are responsible for running frequency and fortune to elevator accessory to be measured
Row parameter carries out signal detection, the detailed process of detection are as follows: the running frequency parameter of elevator accessory is detected by vibrating sensor,
The time span that the operation of elevator accessory is detected by clock module, by being combined two kinds of signals it can be concluded that elevator accessory
To current total triggering times after coming into operation, the sensor is connected with data platform by network afterwards, to be adopted
The data of collection are uploaded to the data storage module 2 and carry out preservation to elevator accessory operation data, complete to elevator accessory
The building in operation data library 13.It is analyzed and counted by the real time data that the statistical analysis module 4 runs elevator, then
By being compared with data standard rule in the elevator accessory database 3, operation data and the elevator accessory database
Middle data standard rule establishes corresponding relationship, can obtain the operation usage degree of corresponding elevator accessory, finally obtains analysis
Data carry out visualization processing by the human-computer interaction module 5, operation accessory concrete surplus working life progress bar are formulated, because of elevator
Accessory can be with the operation of elevator and constantly impaired, until ultimate failure needs to re-replace, therefore the above process is visualized
Ground is converted into the animation progress terminal that progress bar constantly shortens and shows.
Further, present invention use can reduce detection time, the method for improving detection efficiency, i.e., by matching to elevator
Part normal service life and average frequency of use divide elevator spare part and gather, to the normal service life and frequency of use phase
The little elevator spare part of difference is classified as identity set, carries out unified detection by the detection acquisition module, avoids the need for all electricity
Terraced accessory is all detected and brings the excessive investment in technical problem and cost.
Data alarm of the invention and linkage control part include: statistical analysis module 4, human-computer interaction module 5, alarm number
According to memory module 8, alarm response module 9, buzzer 10, printer 11, GPS signal device 12, alarm database 14.Pass through institute
The target data source that statistical analysis module 4 is up to alert if is stated, i.e. elevator accessory concrete surplus working life progress bar will become
It is 0, when present accessory still can work normally operation, there are the sufficient times to prepare the elevator accessory in advance.This
Alarm data will be transmitted to the alert data memory module 8, establishes the alarm database 14, passes through the statistical analysis
After module 4 analyzes alert data, fault message is obtained, the fault message parsed is sent to the alarm response mould
Block 9 is for driving the buzzer 10, while information is also sent to the human-computer interaction module 5, to warning message
It is changed into the text shown in terminal, image information, provides accurately positioning in detail as far as possible to the elevator accessory to break down
Information.
Further, the present invention can export time of fire alarming detailed rules and regulations by the printer 11, the GPS signal
Device 12 gives the specified place of alert event generation in terminal, sends convenient for the nearest maintenace point to failure scene
Work.
Further, after alert event occurs, related data will be stored in the alarm number as alarm history data
It is for statistical analysis to history alert data according to statistical analysis module 4 in memory module 8, is then passed through, predict different zones
Under each elevator accessory turnover rate, for big data provided by prediction result support can production to elevator spare part and point
With the reliable foundation of offer.
In the following, referring to figs. 1 to 3 and the description of the above-mentioned module of combination, to the city electricity of the invention based on big data driving
Terraced spare part storage control system working principle is briefly described:
To variety classes and brand elevator accessory frequency of use and operating life data data (such as elevator door-motor switch
Button number etc. inside and outside door number, elevator) data acquisition is carried out, by being carried out to different elevator accessory average life data
Statistics is collected, and the data are uploaded in data storage module deposit elevator accessory database, passes through statistical analysis module
It is for statistical analysis to data in database, obtain expected service life of the variety classes elevator accessory when being not used, and handle
The service life of elevator accessory becomes progress bar, system after data visualization is handled, through what human-computer interaction interface visualized
Determine elevator accessory service life prediction progress bar, this progress bar can be shortened according to accessory frequency of use height with friction speed, when
The progress bar, which will shorten to accessory when 0, to fail.
The detection that running frequency and operation duration aspect data are carried out to the elevator accessory of normal use, by matching to elevator
Part normal service life and average frequency of use classify to elevator spare part, to the normal service life and frequency of use phase
The little elevator spare part of difference carries out centralized detecting by detection acquisition module, avoids all detecting and band all elevator accessories
Carry out the excessive investment in technical problem and cost, by the running frequency and operation duration number that acquire the elevator spare part
According to, and the operation real time data is uploaded in data storage module.
By the real time data that detects and the data of the original storage of elevator accessory database by statistical analysis module into
Row compares, and the elevator accessory service life progress bar being currently running is formulated, by accounting for service life to currently used progress
The percentage of prediction progress it can be concluded that elevator accessory future being capable of normal working hours progress bar.
When elevator some accessory will fail, real time data will be sent in alert data memory module and store up
Deposit, at the same the data statistical analysis module analyzed after be transmitted in alarm response module and human-computer interaction module, touch
Buzzer work is sent out, indicating alarm is issued, and shows the product for the elevator spare part that will fail by the extraneous human-computer interaction device
Board and type, while generating corresponding report and being printed by printer, and by GPS signal device to locale
It is positioned, carries out the storage preparation control of elevator spare part to facilitate, once accessory fails, maintenance personal can carry correspondence
Report that obtain corresponding accessory from nearest maintenace point completes replacement to elevator accessory within a short period of time.
Each time of fire alarming data are all stored in alert data memory module to be saved as history alarm logging,
It is for statistical analysis to history alert data by statistical analysis module afterwards, predict each elevator accessory under different zones
Turnover rate, for big data provided by prediction result support can production to elevator spare part and distribution reliable foundation is provided.
City elevator spare part storage control system provided by the invention based on big data driving, by being constructed with big data
Correspondence database handles data using the acquisition of related data, storage, analysis, alarm module, can reach as support
Different types of accessory working life is predicted, conducive to the preparation of spare part；Accessory remaining life in prediction operation, and to the service life
Insufficient accessory carries out terminal alarms；Detailed report, brand, type, number including needing to change accessory are provided according to alert data
The data such as amount, place solve the problems, such as that spare part deficiency occurs for city elevator or type brand is unmatched, improve work effect
Rate.
The above is a preferred embodiment of the present invention, cannot limit the right model of the present invention with this certainly
It encloses, it is noted that for those skilled in the art, without departing from the principle of the present invention, may be used also
To make several improvement and variation, these, which improve and change, is also considered as protection scope of the present invention.
Claims (5)
1. a kind of city elevator spare part storage control system based on big data driving characterized by comprising
Elevator accessory database constructs part, for constructing elevator accessory database by the acquisition to elevator accessory big data；
Elevator runs accessory concrete surplus working life progress bar and designs part, for being completed by data signal acquisition module to corresponding
The acquisition of data constructs elevator accessory operation data library, and operation data and the elevator accessory database is constructed part structure
The data in database built, which are compared, establishes corresponding relationship, gives final data analysis and processing result to elevator in terminal and matches
Part concrete surplus working life progress bar is shown；
Data alarm and linkage control part, for uploading data to alarm database, after analyzing data, triggering
Corresponding alarming execution device.
2. the city elevator spare part storage control system as described in claim 1 based on big data driving, which is characterized in that institute
Stating elevator accessory database building part includes:
Elevator accessory data acquisition module (1), when for completing the different accessories frequency of use to different brands elevator and use
The acquisition of long data；
Data storage module (2) connect with the terraced accessory data acquisition module (1), be used for by the collected data into
Row saves；
Elevator accessory database (3) is connect with the data storage module (2), and it is flat to summarize completion big data for data preservation
Platform is built.
3. the city elevator spare part storage control system as claimed in claim 2 based on big data driving, which is characterized in that institute
Stating elevator operation accessory concrete surplus working life progress bar design part includes:
Frequency-region signal acquisition module (6) is connect, for detecting elevator by vibrating sensor with the data storage module (2)
The running frequency parameter of accessory；
Time-domain signal acquisition module (7) is connect with the data storage module (2), is matched for detecting elevator by clock module
The time span of part operation；
Elevator accessory operation data library (13) is connect with the data storage module (2), and the data storage module (2) is also used
It is saved in by the operation data of elevator accessory；
Statistical analysis module (4) is connect with the elevator accessory operation data library (13), for running number in real time to elevator accessory
According to being counted, and analyse and compare with the data in the elevator accessory database (3)；
Human-computer interaction module (5) is connect with the statistical analysis module (4), for what is obtained to statistical analysis module (4) analysis
Data carry out visualization processing, formulate operation accessory concrete surplus working life progress bar.
4. the city elevator spare part storage control system as claimed in claim 3 based on big data driving, which is characterized in that institute
It states data alarm and linkage control part includes:
Alert data memory module (8), for receiving and storing the operation data of triggering alarm signal；
Alarm database (14) is connect with the alert data memory module (8)；
Alarm response module (9) is connect with the statistical analysis module (4), described for making linkage control to alarm actuating contact
Statistical analysis module (4) is also used to for statistical analysis to alert data；
Buzzer (10) is connect, for issuing alarm sound with the alarm response module (9).
5. the city elevator spare part storage control system as claimed in claim 4 based on big data driving, which is characterized in that institute
State data alarm and linkage control part further include:
Printer (11) is connect with the human-computer interaction module (5), for showing alert event specifying information and printing out detailed
Thin report；
GPS signal device (12) is connect with the human-computer interaction module (5), the specific location occurred for showing alert event.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811410164.6A CN109573765A (en) | 2018-11-23 | 2018-11-23 | A kind of city elevator spare part storage control system based on big data driving |
| PCT/CN2019/115354 WO2020103682A1 (en) | 2018-11-23 | 2019-11-04 | Urban elevator spare part storage controlling system driven on the basis of big data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811410164.6A CN109573765A (en) | 2018-11-23 | 2018-11-23 | A kind of city elevator spare part storage control system based on big data driving |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109573765A true CN109573765A (en) | 2019-04-05 |
Family
ID=65924290
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811410164.6A Pending CN109573765A (en) | 2018-11-23 | 2018-11-23 | A kind of city elevator spare part storage control system based on big data driving |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN109573765A (en) |
| WO (1) | WO2020103682A1 (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020103682A1 (en) * | 2018-11-23 | 2020-05-28 | 山东科技大学 | Urban elevator spare part storage controlling system driven on the basis of big data |
| CN111611546A (en) * | 2020-05-18 | 2020-09-01 | 南京市特种设备安全监督检验研究院 | Elevator maintenance-on-demand working quality evaluation method based on Internet of things data extraction and calculation |
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| CN1161304A (en) * | 1995-09-23 | 1997-10-08 | Lg产电株式会社 | Durability evaluating apparatus for elevator and method thereof |
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| WO2020103682A1 (en) * | 2018-11-23 | 2020-05-28 | 山东科技大学 | Urban elevator spare part storage controlling system driven on the basis of big data |
| CN111611546A (en) * | 2020-05-18 | 2020-09-01 | 南京市特种设备安全监督检验研究院 | Elevator maintenance-on-demand working quality evaluation method based on Internet of things data extraction and calculation |
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Also Published As
| Publication number | Publication date |
|---|---|
| WO2020103682A1 (en) | 2020-05-28 |
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