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公开(公告)号:US11286133B2
公开(公告)日:2022-03-29
申请号:US16030117
申请日:2018-07-09
Applicant: OTIS ELEVATOR COMPANY
Inventor: Nikola Trcka , Teems E. Lovett , Sandeep Sudi , Paul R. Braunwart , Sudarshan N. Koushik , Peter Liaskas
Abstract: An elevator system includes a component adapted to perform a function, a sensor, and a control configuration. The sensor is configured to detect an operating parameter associated with the function. The control configuration is configured to receive a parameter signal from the sensor, and extract a predesignated feature from data associated with the parameter signal. The predesignated feature is then aggregated by the control configuration and machine learning is applied to determine a degradation level of the function associated with the predesignated feature.
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公开(公告)号:US20200247643A1
公开(公告)日:2020-08-06
申请号:US16266297
申请日:2019-02-04
Applicant: OTIS ELEVATOR COMPANY
Inventor: Tadeusz Pawel Witczak , Nikola Trcka , Lindsay Wos , Oleh Shvets , Andrzej Bohonos , Lukasz Majchrzak , Pawel Drzycimski
Abstract: A method of monitoring a conveyance apparatus within a conveyance system is provided. The method including: obtaining a starting location position probability distribution of the conveyance apparatus within the conveyance system; detecting motion of the conveyance apparatus away from the probable starting location for a period of time; determining a distance traveled by the conveyance apparatus during the period of time; determining a direction of motion of the conveyance apparatus during the period of time; and determining a probability of the conveyance apparatus being at each of a plurality of possible destination locations at a conclusion of the period of time in response to the starting location position probability distribution and at least one of the distance traveled, the direction of motion, and the period of time.
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公开(公告)号:US20200207578A1
公开(公告)日:2020-07-02
申请号:US16234692
申请日:2018-12-28
Applicant: Otis Elevator Company
Inventor: Peter Liaskas , Nikola Trcka , Sandeep Sudi , Leslie Lamontagne
Abstract: Methods and systems for enhancing sensor operation are provided. Aspects includes obtaining, by a primary sensor, primary sensor data associated with an electrical mechanical system, obtaining, by at least one secondary sensor, secondary sensor data associated with the electrical mechanical system, and analyzing the primary sensor data responsive to a determination of a predetermined state of the electrical mechanical system based on the secondary sensor data.
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公开(公告)号:US20200087111A1
公开(公告)日:2020-03-19
申请号:US16135547
申请日:2018-09-19
Applicant: Otis Elevator Company
Inventor: Lindsay Wos , Nikola Trcka , Sally Day Mahoney , Leslie Lamontagne , Sandeep Sudi
Abstract: An elevator system includes an elevator car configured to travel in a hoistway, the elevator car including an elevator car door; a controller configured to control motion of the elevator car; at least one sensor configured to sense an operating condition of the elevator system; and a sensor interface configured to detect a shutdown state of the elevator system in response to the operating condition.
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公开(公告)号:US20190010022A1
公开(公告)日:2019-01-10
申请号:US16030117
申请日:2018-07-09
Applicant: OTIS ELEVATOR COMPANY
Inventor: Nikola Trcka , Teems E. Lovett , Sandeep Sudi , Paul R. Braunwart , Sudarshan N. Koushik , Peter Liaskas
Abstract: An elevator system includes a component adapted to perform a function, a sensor, and a control configuration. The sensor is configured to detect an operating parameter associated with the function. The control configuration is configured to receive a parameter signal from the sensor, and extract a predesignated feature from data associated with the parameter signal. The predesignated feature is then aggregated by the control configuration and machine learning is applied to determine a degradation level of the function associated with the predesignated feature.
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公开(公告)号:US11649136B2
公开(公告)日:2023-05-16
申请号:US16266297
申请日:2019-02-04
Applicant: OTIS ELEVATOR COMPANY
Inventor: Tadeusz Pawel Witczak , Nikola Trcka , Lindsay Wos , Oleh Shvets , Andrzej Bohonos , Lukasz Majchrzak , Pawel Drzycimski
CPC classification number: B66B1/3492 , B66B5/0006 , B66B5/0031
Abstract: A method of monitoring a conveyance apparatus within a conveyance system is provided. The method including: obtaining a starting location position probability distribution of the conveyance apparatus within the conveyance system; detecting motion of the conveyance apparatus away from the probable starting location for a period of time; determining a distance traveled by the conveyance apparatus during the period of time; determining a direction of motion of the conveyance apparatus during the period of time; and determining a probability of the conveyance apparatus being at each of a plurality of possible destination locations at a conclusion of the period of time in response to the starting location position probability distribution and at least one of the distance traveled, the direction of motion, and the period of time.
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公开(公告)号:US20200239270A1
公开(公告)日:2020-07-30
申请号:US16258755
申请日:2019-01-28
Applicant: OTIS ELEVATOR COMPANY
Inventor: Tadeusz Pawel Witczak , Craig Drew Bogli , Derk Oscar Pahlke , Nikola Trcka , Yrinee Michaelidis
Abstract: An illustrative example elevator sensor device includes at least one sensor supported on a door of an elevator car. The sensor provides an output including an indication of at least movement of the door along at least one axis and movement of the elevator car along at least one axis. A processor associated with the at least one sensor receives the output and determines at least one characteristic of the movement of the door based on the indication of the movement of the door. The processor also determines a location of the elevator car where the movement of the door occurs based on the indication of movement of the elevator car.
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公开(公告)号:US20200002125A1
公开(公告)日:2020-01-02
申请号:US16024130
申请日:2018-06-29
Applicant: Otis Elevator Company
Inventor: Peter Liaskas , Nikola Trcka , Teems E. Lovett , Frank Higgins , Sally Day Mahoney
IPC: B66B5/00 , G06Q10/00 , G05B19/042
Abstract: Embodiments include a system and method for scheduling maintenance based on remote monitoring data and service data analytics. The embodiments include a controller configured monitor performance of one or more units, a remote system configured to store service data associated with the one or more units, and a processor operably coupled to the controller and the remote system. The processor is configured to receive monitoring data from the controller for the one or more units, and receive service data for the one or more units. The remote system is also configured to generate a health score based at least in part on the monitoring data and the service data. The processor is further configured to predict a failure based at least in part on the health score, and execute an action based at least in part on the generated health score.
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