CN108083044B - Elevator on-demand maintenance system and method based on big data analysis - Google Patents
Elevator on-demand maintenance system and method based on big data analysis Download PDFInfo
- Publication number
- CN108083044B CN108083044B CN201711168356.6A CN201711168356A CN108083044B CN 108083044 B CN108083044 B CN 108083044B CN 201711168356 A CN201711168356 A CN 201711168356A CN 108083044 B CN108083044 B CN 108083044B
- Authority
- CN
- China
- Prior art keywords
- data
- elevator
- maintenance
- analysis
- fault
- 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.)
- Active
Links
Classifications
-
- 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
- B66B5/0087—Devices facilitating maintenance, repair or inspection tasks
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/2433—Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/20—Administration of product repair or maintenance
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Human Resources & Organizations (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- General Engineering & Computer Science (AREA)
- Entrepreneurship & Innovation (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Databases & Information Systems (AREA)
- Quality & Reliability (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Development Economics (AREA)
- Game Theory and Decision Science (AREA)
- Computational Linguistics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Indicating And Signalling Devices For Elevators (AREA)
- Maintenance And Inspection Apparatuses For Elevators (AREA)
Abstract
Description
Claims (5)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711168356.6A CN108083044B (en) | 2017-11-21 | 2017-11-21 | Elevator on-demand maintenance system and method based on big data analysis |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711168356.6A CN108083044B (en) | 2017-11-21 | 2017-11-21 | Elevator on-demand maintenance system and method based on big data analysis |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108083044A CN108083044A (en) | 2018-05-29 |
CN108083044B true CN108083044B (en) | 2019-12-24 |
Family
ID=62172854
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201711168356.6A Active CN108083044B (en) | 2017-11-21 | 2017-11-21 | Elevator on-demand maintenance system and method based on big data analysis |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108083044B (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2022195335A1 (en) * | 2021-03-19 | 2022-09-22 | Killakathu Ramanathan Babu | System and method for controlling multidirectional operation of an elevator |
Families Citing this family (40)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108584598B (en) * | 2018-03-16 | 2020-09-15 | 广州市金度信息科技有限公司 | Elevator fault automatic analysis and early warning method, storage medium and intelligent terminal |
SG11202012606TA (en) | 2018-07-19 | 2021-02-25 | Inventio Ag | Method and device for monitoring a state of a passenger transport system using a digital double |
CA3105141A1 (en) * | 2018-07-19 | 2020-01-23 | Inventio Ag | Method and device for monitoring a passenger transport system using a detection device and a digital double |
CN109165818B (en) * | 2018-08-02 | 2022-02-08 | 国网湖北省电力有限公司电力科学研究院 | Negative point calculation method for risk assessment of electrical equipment |
CN110817628A (en) * | 2018-08-08 | 2020-02-21 | 北京感瞰科技有限公司 | Intelligent fault diagnosis method, device and system for elevator |
CN109110608A (en) * | 2018-10-25 | 2019-01-01 | 歌拉瑞电梯股份有限公司 | A kind of elevator faults prediction technique based on big data study |
CN109896384B (en) * | 2019-02-26 | 2021-09-28 | 北京市特种设备检测中心 | Traction elevator health state characteristic parameter extraction method based on big data analysis |
CN110077928A (en) * | 2019-04-13 | 2019-08-02 | 浙江城际特种设备检测有限公司 | A kind of method of elevator detection |
US11993480B2 (en) | 2019-04-30 | 2024-05-28 | Otis Elevator Company | Elevator shaft distributed health level with mechanic feed back condition based monitoring |
CN110155840B (en) * | 2019-05-22 | 2021-05-14 | 安徽奥里奥克科技股份有限公司 | Elevator data acquisition management system |
CN110271929A (en) * | 2019-06-14 | 2019-09-24 | 山东科技大学 | A kind of city elevator maintenance QA system based on big data driving |
CN110436291B (en) * | 2019-07-03 | 2020-12-15 | 北京中铁电梯工程有限公司 | Maintenance system for real-time operation of elevator |
CN110371815B (en) * | 2019-07-04 | 2021-02-26 | 安徽中科福瑞科技有限公司 | Elevator maintenance system on demand based on Internet of things |
CN112633617A (en) * | 2019-09-24 | 2021-04-09 | 北京国双科技有限公司 | Maintenance strategy generation method and device, computer equipment and readable storage medium |
US11993488B2 (en) | 2019-09-27 | 2024-05-28 | Otis Elevator Company | Processing service requests in a conveyance system |
CN110687851A (en) * | 2019-10-31 | 2020-01-14 | 广东安可云科技有限公司 | Terminal operation monitoring system and method |
CN110844731A (en) * | 2019-11-15 | 2020-02-28 | 上海市特种设备监督检验技术研究院 | Elevator function safety real-time monitoring system and method |
CN111027934A (en) * | 2019-12-10 | 2020-04-17 | 深圳市通用互联科技有限责任公司 | Elevator maintenance task data processing method and device, computer equipment and storage medium |
CN111243250B (en) * | 2019-12-25 | 2022-05-27 | 东软集团股份有限公司 | Maintenance early warning method, device and equipment based on alarm data |
CN111392539B (en) * | 2020-03-25 | 2021-08-20 | 虏克电梯有限公司 | Elevator fault early warning device |
CN111240306A (en) * | 2020-04-26 | 2020-06-05 | 南京市产品质量监督检验院 | Self-adaptive distribution transformer fault diagnosis system and diagnosis method thereof |
CN111252641A (en) * | 2020-04-28 | 2020-06-09 | 广东梯云科技有限公司 | Elevator maintenance-on-demand intelligent management system and management method thereof |
CN111611546B (en) * | 2020-05-18 | 2023-06-20 | 南京市特种设备安全监督检验研究院 | Elevator on-demand maintenance work quality evaluation method based on Internet of things data extraction and calculation |
CN111559680A (en) * | 2020-05-25 | 2020-08-21 | 陕西省特种设备检验检测研究院 | Elevator intelligent inspection method based on big data |
CN111874775A (en) * | 2020-06-12 | 2020-11-03 | 朱凯 | Elevator safety monitoring system based on big data |
CN111717753A (en) * | 2020-06-29 | 2020-09-29 | 浙江新再灵科技股份有限公司 | Self-adaptive elevator fault early warning system and method based on multi-dimensional fault characteristics |
CN111994749A (en) * | 2020-08-14 | 2020-11-27 | 揭阳市聆讯软件有限公司 | Elevator intelligent supervision and on-demand maintenance system and method based on PHM technology |
CN114314228A (en) * | 2020-09-29 | 2022-04-12 | 思维实创(哈尔滨)科技有限公司 | Calculation method of elevator maintenance period model based on big data |
CN112390105B (en) * | 2020-10-28 | 2022-09-16 | 日立楼宇技术(广州)有限公司 | Elevator operation detection method and device, computer equipment and storage medium |
CN112811275B (en) * | 2020-12-30 | 2022-05-20 | 重庆厚齐科技有限公司 | Elevator maintenance-on-demand period measuring and calculating system and method based on Internet of things |
CN112830357B (en) * | 2020-12-30 | 2022-05-17 | 重庆厚齐科技有限公司 | System and method for measuring and calculating elevator health value based on Internet of things and big data |
CN112830358B (en) * | 2020-12-30 | 2022-05-20 | 重庆厚齐科技有限公司 | System and method for predicting elevator maintenance cycle on demand by machine learning |
CN112777442A (en) * | 2021-02-03 | 2021-05-11 | 浙江新再灵科技股份有限公司 | Elevator safety region risk prediction method based on Internet of things big data |
CN113071966A (en) * | 2021-04-26 | 2021-07-06 | 平安国际智慧城市科技股份有限公司 | Elevator fault prediction method, device, equipment and storage medium |
CN113233275B (en) * | 2021-04-27 | 2022-07-29 | 重庆青云电梯安装工程有限公司 | Automatic matching system for target elevator and scattered maintenance personnel |
CN113213296B (en) * | 2021-04-27 | 2022-07-29 | 重庆青云电梯安装工程有限公司 | Automatic matching method for target elevator and scattered maintenance personnel |
CN115001943B (en) * | 2022-05-27 | 2024-03-22 | 深圳小湃科技有限公司 | Equipment fault identification method, equipment and storage medium based on big data |
CN114671314B (en) * | 2022-05-30 | 2022-08-16 | 凯尔菱电(山东)电梯有限公司 | Safety monitoring method for elevator |
CN115231410A (en) * | 2022-07-22 | 2022-10-25 | 成都市旭永升机电设备有限公司 | Elevator periodic maintenance, monitoring and management cloud system based on intellectualization |
CN115258867A (en) * | 2022-08-12 | 2022-11-01 | 杭州电子科技大学 | Elevator maintenance system and method according to needs |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102923538A (en) * | 2012-07-06 | 2013-02-13 | 天津大学 | Elevator health management and maintenance system based on Internet of things and collection and assessment method |
CN104973475A (en) * | 2015-05-19 | 2015-10-14 | 绍兴市特种设备检测院 | Method for monitoring elevator quality safety index |
CN105712140A (en) * | 2014-12-05 | 2016-06-29 | 华夏视清数字技术(北京)有限公司 | Monitoring and early-warning device and method |
CN105731209A (en) * | 2016-03-17 | 2016-07-06 | 天津大学 | Intelligent prediction, diagnosis and maintenance method for elevator faults on basis of Internet of Things |
CN106144819A (en) * | 2016-07-19 | 2016-11-23 | 广州日滨科技发展有限公司 | The pre-diagnostic method of elevator and device |
CN106672733A (en) * | 2016-12-02 | 2017-05-17 | 常州大学 | Elevator failure analysis and early warning system based on micro-cloud intelligent terminal and method thereof |
CN107037062A (en) * | 2017-05-17 | 2017-08-11 | 中天射频电缆有限公司 | Coaxial cable material microwave property is monitored on-line and diagnostic device and method |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102289585B (en) * | 2011-08-15 | 2014-06-18 | 重庆大学 | Real-time monitoring method for energy consumption of public building based on data mining |
CN102360378A (en) * | 2011-10-10 | 2012-02-22 | 南京大学 | Outlier detection method for time-series data |
CN104135074B (en) * | 2014-07-31 | 2016-02-17 | 上海交通大学 | Based on the Ultra-high Voltage Substations device temperature monitoring alarm method of outlier detection |
CN104462819A (en) * | 2014-12-09 | 2015-03-25 | 国网四川省电力公司信息通信公司 | Local outlier detection method based on density clustering |
-
2017
- 2017-11-21 CN CN201711168356.6A patent/CN108083044B/en active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102923538A (en) * | 2012-07-06 | 2013-02-13 | 天津大学 | Elevator health management and maintenance system based on Internet of things and collection and assessment method |
CN105712140A (en) * | 2014-12-05 | 2016-06-29 | 华夏视清数字技术(北京)有限公司 | Monitoring and early-warning device and method |
CN104973475A (en) * | 2015-05-19 | 2015-10-14 | 绍兴市特种设备检测院 | Method for monitoring elevator quality safety index |
CN105731209A (en) * | 2016-03-17 | 2016-07-06 | 天津大学 | Intelligent prediction, diagnosis and maintenance method for elevator faults on basis of Internet of Things |
CN106144819A (en) * | 2016-07-19 | 2016-11-23 | 广州日滨科技发展有限公司 | The pre-diagnostic method of elevator and device |
CN106672733A (en) * | 2016-12-02 | 2017-05-17 | 常州大学 | Elevator failure analysis and early warning system based on micro-cloud intelligent terminal and method thereof |
CN107037062A (en) * | 2017-05-17 | 2017-08-11 | 中天射频电缆有限公司 | Coaxial cable material microwave property is monitored on-line and diagnostic device and method |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2022195335A1 (en) * | 2021-03-19 | 2022-09-22 | Killakathu Ramanathan Babu | System and method for controlling multidirectional operation of an elevator |
Also Published As
Publication number | Publication date |
---|---|
CN108083044A (en) | 2018-05-29 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108083044B (en) | Elevator on-demand maintenance system and method based on big data analysis | |
CN113255795B (en) | Equipment state monitoring method based on multi-index cluster analysis | |
CN103793854B (en) | The overhead transmission line operation risk informatization evaluation method that Multiple Combination is optimized | |
CN109544399B (en) | Power transmission equipment state evaluation method and device based on multi-source heterogeneous data | |
CN109491339B (en) | Big data-based substation equipment running state early warning system | |
CN105930629B (en) | A kind of on-line fault diagnosis method based on magnanimity service data | |
CN111444169A (en) | Transformer substation electrical equipment state monitoring and diagnosis system and method | |
CN113036913B (en) | Method and device for monitoring state of comprehensive energy equipment | |
CN112884325A (en) | Method and system for application analysis and health condition evaluation of customer station equipment | |
CN109711664B (en) | Power transmission and transformation equipment health assessment system based on big data | |
CN111080074B (en) | System service security situation element obtaining method based on network multi-feature association | |
CN110209999A (en) | A kind of mobile unit failure trend prediction method | |
CN106649755A (en) | Threshold self-adaption setting abnormity detection method for multi-dimensional real-time power transformation device data | |
CN115650006B (en) | Elevator safety monitoring and early warning method and system based on big data | |
CN113627735A (en) | Early warning method and system for safety risk of engineering construction project | |
CN115511367B (en) | Intelligent quality management system of production line | |
CN117689214A (en) | Dynamic safety assessment method for energy router of flexible direct-current traction power supply system | |
CN116991130A (en) | Intelligent automatic control system and method for petrochemical production | |
CN107239835A (en) | Build the method and system that oil gas ground produces different kinds of process flow differentiation grade O&M | |
CN115841739A (en) | Equipment management tracking method and system based on Internet of things | |
CN111806516A (en) | Health management device and method for intelligent train monitoring and operation and maintenance | |
CN103679547B (en) | Optimization method for missed steps of relay protection | |
CN110989042A (en) | Intelligent prediction method for highway fog-clustering risk | |
CN114912678A (en) | Online automatic detection and early warning method and system for abnormal operation of power grid regulation and control | |
CN106325258B (en) | Relay protection device state evaluation method based on online monitoring information |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
EE01 | Entry into force of recordation of patent licensing contract |
Application publication date: 20180529 Assignee: Jiangsu xinzailing Intelligent Technology Co., Ltd Assignor: ZHEJIANG XINZAILING TECHNOLOGY Co.,Ltd. Contract record no.: X2020980000583 Denomination of invention: Elevator as-required maintenance system and method based on big data analysis Granted publication date: 20191224 License type: Common License Record date: 20200311 |
|
EE01 | Entry into force of recordation of patent licensing contract | ||
PE01 | Entry into force of the registration of the contract for pledge of patent right |
Denomination of invention: A method of elevator maintenance system based on big data Effective date of registration: 20220419 Granted publication date: 20191224 Pledgee: CITIC Bank Limited by Share Ltd. Hangzhou Xiaoshan branch Pledgor: ZHEJIANG XINZAILING TECHNOLOGY Co.,Ltd. Registration number: Y2022330000551 |
|
PE01 | Entry into force of the registration of the contract for pledge of patent right |