DE69107485D1 - Artifizielles intelligentes Lernsystem für die Prädiktion von Spitzenzeiten für Aufzugsverteilung. - Google Patents

Artifizielles intelligentes Lernsystem für die Prädiktion von Spitzenzeiten für Aufzugsverteilung.

Info

Publication number
DE69107485D1
DE69107485D1 DE69107485T DE69107485T DE69107485D1 DE 69107485 D1 DE69107485 D1 DE 69107485D1 DE 69107485 T DE69107485 T DE 69107485T DE 69107485 T DE69107485 T DE 69107485T DE 69107485 D1 DE69107485 D1 DE 69107485D1
Authority
DE
Germany
Prior art keywords
learning system
artificial intelligent
peak times
intelligent learning
elevator distribution
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.)
Expired - Fee Related
Application number
DE69107485T
Other languages
English (en)
Other versions
DE69107485T2 (de
Inventor
Kandasamy Thangavelu
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Otis Elevator Co
Original Assignee
Otis Elevator Co
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Otis Elevator Co filed Critical Otis Elevator Co
Application granted granted Critical
Publication of DE69107485D1 publication Critical patent/DE69107485D1/de
Publication of DE69107485T2 publication Critical patent/DE69107485T2/de
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B66—HOISTING; LIFTING; HAULING
    • B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B1/00—Control systems of elevators in general
    • B66B1/24—Control systems with regulation, i.e. with retroactive action, for influencing travelling speed, acceleration, or deceleration
    • B66B1/2408—Control systems with regulation, i.e. with retroactive action, for influencing travelling speed, acceleration, or deceleration where the allocation of a call to an elevator car is of importance, i.e. by means of a supervisory or group controller
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B66—HOISTING; LIFTING; HAULING
    • B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B2201/00—Aspects of control systems of elevators
    • B66B2201/20—Details of the evaluation method for the allocation of a call to an elevator car
    • B66B2201/222—Taking into account the number of passengers present in the elevator car to be allocated
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B66—HOISTING; LIFTING; HAULING
    • B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B2201/00—Aspects of control systems of elevators
    • B66B2201/40—Details of the change of control mode
    • B66B2201/402—Details of the change of control mode by historical, statistical or predicted traffic data, e.g. by learning
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B66—HOISTING; LIFTING; HAULING
    • B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B2201/00—Aspects of control systems of elevators
    • B66B2201/40—Details of the change of control mode
    • B66B2201/403—Details of the change of control mode by real-time traffic data

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Elevator Control (AREA)
DE69107485T 1990-03-02 1991-03-04 Artifizielles intelligentes Lernsystem für die Prädiktion von Spitzenzeiten für Aufzugsverteilung. Expired - Fee Related DE69107485T2 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US07/487,574 US5035302A (en) 1989-03-03 1990-03-02 "Artificial Intelligence" based learning system predicting "Peak-Period" times for elevator dispatching

Publications (2)

Publication Number Publication Date
DE69107485D1 true DE69107485D1 (de) 1995-03-30
DE69107485T2 DE69107485T2 (de) 1995-11-02

Family

ID=23936293

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69107485T Expired - Fee Related DE69107485T2 (de) 1990-03-02 1991-03-04 Artifizielles intelligentes Lernsystem für die Prädiktion von Spitzenzeiten für Aufzugsverteilung.

Country Status (4)

Country Link
US (1) US5035302A (de)
EP (1) EP0444969B1 (de)
JP (1) JP3042905B2 (de)
DE (1) DE69107485T2 (de)

Families Citing this family (85)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH04246077A (ja) * 1990-09-11 1992-09-02 Otis Elevator Co エレベータ制御装置における階床人口検出装置
AU645882B2 (en) * 1991-04-29 1994-01-27 Otis Elevator Company Using fuzzy logic to determine the number of passengers in an elevator car
US5252789A (en) * 1991-04-29 1993-10-12 Otis Elevator Company Using fuzzy logic to determine the traffic mode of an elevator system
US5168136A (en) * 1991-10-15 1992-12-01 Otis Elevator Company Learning methodology for improving traffic prediction accuracy of elevator systems using "artificial intelligence"
US5375070A (en) * 1993-03-01 1994-12-20 International Business Machines Corporation Information collection architecture and method for a data communications network
US5365514A (en) * 1993-03-01 1994-11-15 International Business Machines Corporation Event driven interface for a system for monitoring and controlling a data communications network
US5493689A (en) * 1993-03-01 1996-02-20 International Business Machines Corporation System for configuring an event driven interface including control blocks defining good loop locations in a memory which represent detection of a characteristic pattern
JP3454899B2 (ja) * 1993-04-07 2003-10-06 オーチス エレベータ カンパニー エレベータシステムの負荷重量側路しきい値の自動選択装置及び方法
EP0623545B1 (de) * 1993-05-05 1997-10-01 Otis Elevator Company Ansammlungsmessung und -verminderung in einem Aufzugsverteiler mit mehrfachen Termen bei der Objektivitätsfunktion
US5480006A (en) * 1993-07-16 1996-01-02 Otis Elevator Company Elevator downpeak sectoring
JP3414846B2 (ja) * 1993-07-27 2003-06-09 三菱電機株式会社 交通手段制御装置
US5388668A (en) * 1993-08-16 1995-02-14 Otis Elevator Company Elevator dispatching with multiple term objective function and instantaneous elevator assignment
US5586266A (en) * 1993-10-15 1996-12-17 International Business Machines Corporation System and method for adaptive, active monitoring of a serial data stream having a characteristic pattern
US5414833A (en) * 1993-10-27 1995-05-09 International Business Machines Corporation Network security system and method using a parallel finite state machine adaptive active monitor and responder
US5446874A (en) * 1993-12-23 1995-08-29 International Business Machines Corp. Automated benchmarking with self customization
US5974457A (en) * 1993-12-23 1999-10-26 International Business Machines Corporation Intelligent realtime monitoring of data traffic
US5548775A (en) * 1993-12-30 1996-08-20 International Business Machines Corporation System and method for adaptive active monitoring of high speed data streams using finite state machines
US5544077A (en) * 1994-01-19 1996-08-06 International Business Machines Corporation High availability data processing system and method using finite state machines
US5526283A (en) * 1994-01-26 1996-06-11 International Business Machines Corporation Realtime high speed data capture in response to an event
EP0669736A3 (de) * 1994-01-26 1997-01-08 Ibm Dynamische Echtzeit-Leitweglenkung im Datennetz.
US5495426A (en) * 1994-01-26 1996-02-27 Waclawsky; John G. Inband directed routing for load balancing and load distribution in a data communication network
JP2669604B2 (ja) * 1994-01-26 1997-10-29 インターナショナル・ビジネス・マシーンズ・コーポレイション 位置決定方法および装置
US5526488A (en) * 1994-01-26 1996-06-11 International Business Machines Corporation Dynamic switching system for switching between event driven interfaces in response to switching bit pattern including in data frame in a data communications network
US5500855A (en) * 1994-01-26 1996-03-19 International Business Machines Corporation Realtime event classification for a data communications network
US5802041A (en) * 1995-05-31 1998-09-01 International Business Machines Corporation Monitoring ethernet lans using latency with minimum information
US5629927A (en) * 1995-05-31 1997-05-13 International Business Machines Corporation Monitoring ATM networks for burstiness using cell full or cell empty latency with minimum information
WO2003025755A2 (en) * 2001-09-14 2003-03-27 Seagate Technology Llc sETHOD AND SYSTEM FOR CACHE MANAGEMENT ALGORITHM SELECTION
US8825682B2 (en) 2006-07-31 2014-09-02 Ricoh Co., Ltd. Architecture for mixed media reality retrieval of locations and registration of images
US8276088B2 (en) * 2007-07-11 2012-09-25 Ricoh Co., Ltd. User interface for three-dimensional navigation
US8332401B2 (en) 2004-10-01 2012-12-11 Ricoh Co., Ltd Method and system for position-based image matching in a mixed media environment
US9373029B2 (en) * 2007-07-11 2016-06-21 Ricoh Co., Ltd. Invisible junction feature recognition for document security or annotation
US8989431B1 (en) 2007-07-11 2015-03-24 Ricoh Co., Ltd. Ad hoc paper-based networking with mixed media reality
US7991778B2 (en) 2005-08-23 2011-08-02 Ricoh Co., Ltd. Triggering actions with captured input in a mixed media environment
US8086038B2 (en) 2007-07-11 2011-12-27 Ricoh Co., Ltd. Invisible junction features for patch recognition
US7702673B2 (en) 2004-10-01 2010-04-20 Ricoh Co., Ltd. System and methods for creation and use of a mixed media environment
US8856108B2 (en) 2006-07-31 2014-10-07 Ricoh Co., Ltd. Combining results of image retrieval processes
US8176054B2 (en) 2007-07-12 2012-05-08 Ricoh Co. Ltd Retrieving electronic documents by converting them to synthetic text
US8005831B2 (en) 2005-08-23 2011-08-23 Ricoh Co., Ltd. System and methods for creation and use of a mixed media environment with geographic location information
US8521737B2 (en) 2004-10-01 2013-08-27 Ricoh Co., Ltd. Method and system for multi-tier image matching in a mixed media environment
US8156116B2 (en) * 2006-07-31 2012-04-10 Ricoh Co., Ltd Dynamic presentation of targeted information in a mixed media reality recognition system
US8600989B2 (en) 2004-10-01 2013-12-03 Ricoh Co., Ltd. Method and system for image matching in a mixed media environment
US8385589B2 (en) 2008-05-15 2013-02-26 Berna Erol Web-based content detection in images, extraction and recognition
US8369655B2 (en) * 2006-07-31 2013-02-05 Ricoh Co., Ltd. Mixed media reality recognition using multiple specialized indexes
US7812986B2 (en) * 2005-08-23 2010-10-12 Ricoh Co. Ltd. System and methods for use of voice mail and email in a mixed media environment
US8195659B2 (en) 2005-08-23 2012-06-05 Ricoh Co. Ltd. Integration and use of mixed media documents
US8144921B2 (en) * 2007-07-11 2012-03-27 Ricoh Co., Ltd. Information retrieval using invisible junctions and geometric constraints
US9530050B1 (en) 2007-07-11 2016-12-27 Ricoh Co., Ltd. Document annotation sharing
US8868555B2 (en) * 2006-07-31 2014-10-21 Ricoh Co., Ltd. Computation of a recongnizability score (quality predictor) for image retrieval
US8510283B2 (en) 2006-07-31 2013-08-13 Ricoh Co., Ltd. Automatic adaption of an image recognition system to image capture devices
US8335789B2 (en) 2004-10-01 2012-12-18 Ricoh Co., Ltd. Method and system for document fingerprint matching in a mixed media environment
US8838591B2 (en) 2005-08-23 2014-09-16 Ricoh Co., Ltd. Embedding hot spots in electronic documents
US7970171B2 (en) * 2007-01-18 2011-06-28 Ricoh Co., Ltd. Synthetic image and video generation from ground truth data
US8156427B2 (en) 2005-08-23 2012-04-10 Ricoh Co. Ltd. User interface for mixed media reality
US8184155B2 (en) * 2007-07-11 2012-05-22 Ricoh Co. Ltd. Recognition and tracking using invisible junctions
US8676810B2 (en) * 2006-07-31 2014-03-18 Ricoh Co., Ltd. Multiple index mixed media reality recognition using unequal priority indexes
US8201076B2 (en) 2006-07-31 2012-06-12 Ricoh Co., Ltd. Capturing symbolic information from documents upon printing
US9020966B2 (en) 2006-07-31 2015-04-28 Ricoh Co., Ltd. Client device for interacting with a mixed media reality recognition system
US9176984B2 (en) * 2006-07-31 2015-11-03 Ricoh Co., Ltd Mixed media reality retrieval of differentially-weighted links
US8489987B2 (en) 2006-07-31 2013-07-16 Ricoh Co., Ltd. Monitoring and analyzing creation and usage of visual content using image and hotspot interaction
US9063952B2 (en) 2006-07-31 2015-06-23 Ricoh Co., Ltd. Mixed media reality recognition with image tracking
US8073263B2 (en) * 2006-07-31 2011-12-06 Ricoh Co., Ltd. Multi-classifier selection and monitoring for MMR-based image recognition
US8385660B2 (en) 2009-06-24 2013-02-26 Ricoh Co., Ltd. Mixed media reality indexing and retrieval for repeated content
JP2012126504A (ja) * 2010-12-15 2012-07-05 Toshiba Corp エレベータ群管理装置
JP5340340B2 (ja) * 2011-04-22 2013-11-13 株式会社日立製作所 エレベータ群管理システムおよびその制御方法
CN105224992A (zh) * 2014-05-28 2016-01-06 国际商业机器公司 对等待乘客数进行预测的方法和系统以及评价方法和系统
JP6492888B2 (ja) * 2015-03-31 2019-04-03 フジテック株式会社 エレベータの群管理システム
CN106256744B (zh) * 2015-06-19 2019-12-10 奥的斯电梯公司 电梯乘坐用户管理方法及系统
JP6671264B2 (ja) * 2016-08-12 2020-03-25 三菱電機ビルテクノサービス株式会社 所在人数予測装置、設備管理システム、所在人数予測方法及びプログラム
WO2018041336A1 (en) * 2016-08-30 2018-03-08 Kone Corporation Peak traffic detection according to passenger traffic intensity
US10699305B2 (en) 2016-11-21 2020-06-30 Nio Usa, Inc. Smart refill assistant for electric vehicles
US10471829B2 (en) 2017-01-16 2019-11-12 Nio Usa, Inc. Self-destruct zone and autonomous vehicle navigation
US10286915B2 (en) 2017-01-17 2019-05-14 Nio Usa, Inc. Machine learning for personalized driving
US10234302B2 (en) 2017-06-27 2019-03-19 Nio Usa, Inc. Adaptive route and motion planning based on learned external and internal vehicle environment
US10837790B2 (en) 2017-08-01 2020-11-17 Nio Usa, Inc. Productive and accident-free driving modes for a vehicle
US10723585B2 (en) 2017-08-30 2020-07-28 Otis Elevator Company Adaptive split group elevator operation
US10635109B2 (en) 2017-10-17 2020-04-28 Nio Usa, Inc. Vehicle path-planner monitor and controller
US10935978B2 (en) 2017-10-30 2021-03-02 Nio Usa, Inc. Vehicle self-localization using particle filters and visual odometry
US10606274B2 (en) 2017-10-30 2020-03-31 Nio Usa, Inc. Visual place recognition based self-localization for autonomous vehicles
US11526798B2 (en) 2017-11-14 2022-12-13 International Business Machines Corporation Parking availability predictor
US11157931B2 (en) 2018-08-21 2021-10-26 International Business Machines Corporation Predicting the crowdedness of a location
US11027650B2 (en) 2019-11-07 2021-06-08 Nio Usa, Inc. Method and apparatus for improving operation of a motor vehicle
US20210395038A1 (en) * 2020-06-23 2021-12-23 Otis Elevator Company Travel-speed based predictive dispatching
CN113336028B (zh) * 2021-06-30 2022-10-28 福建工程学院 一种电梯调度方法、系统及其在电梯消毒中的应用
CN113642959B (zh) * 2021-08-06 2024-07-09 上海有个机器人有限公司 物品配送任务分配方法、装置、计算机设备及存储介质
CN113800342A (zh) * 2021-09-14 2021-12-17 曹琛 一种高效型自适应电梯控制方法

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5197155A (en) * 1975-02-21 1976-08-26 Erebeetano jokyakudeetashushusochi
US4303851A (en) * 1979-10-16 1981-12-01 Otis Elevator Company People and object counting system
US4330836A (en) * 1979-11-28 1982-05-18 Otis Elevator Company Elevator cab load measuring system
US4305479A (en) * 1979-12-03 1981-12-15 Otis Elevator Company Variable elevator up peak dispatching interval
US4363381A (en) * 1979-12-03 1982-12-14 Otis Elevator Company Relative system response elevator call assignments
JPS58162476A (ja) * 1982-03-24 1983-09-27 三菱電機株式会社 エレベ−タの群管理装置
US4612624A (en) * 1982-10-25 1986-09-16 Mitsubishi Denki Kabushiki Kaisha Demand estimation apparatus
JPS59153770A (ja) * 1983-02-21 1984-09-01 三菱電機株式会社 エレベ−タの管理装置
GB2168827B (en) * 1984-12-21 1988-06-22 Mitsubishi Electric Corp Supervisory apparatus for elevator
US4691808A (en) * 1986-11-17 1987-09-08 Otis Elevator Company Adaptive assignment of elevator car calls
US4804069A (en) * 1988-02-12 1989-02-14 Otis Elevator Company Contiguous floor channeling elevator dispatching
US4815568A (en) * 1988-05-11 1989-03-28 Otis Elevator Company Weighted relative system response elevator car assignment system with variable bonuses and penalties
US4838384A (en) * 1988-06-21 1989-06-13 Otis Elevator Company Queue based elevator dispatching system using peak period traffic prediction
US4846311A (en) * 1988-06-21 1989-07-11 Otis Elevator Company Optimized "up-peak" elevator channeling system with predicted traffic volume equalized sector assignments

Also Published As

Publication number Publication date
JPH04213575A (ja) 1992-08-04
JP3042905B2 (ja) 2000-05-22
US5035302A (en) 1991-07-30
DE69107485T2 (de) 1995-11-02
EP0444969B1 (de) 1995-02-22
EP0444969A2 (de) 1991-09-04
EP0444969A3 (en) 1992-02-19

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Legal Events

Date Code Title Description
8364 No opposition during term of opposition
8339 Ceased/non-payment of the annual fee