Systems and methods for operating an elevator system are provided. Aspects includes receiving, by a processor, a call request for an elevator car in an elevator system. Receiving sensor data from a plurality of sensors associated with the elevator car, wherein the plurality of sensors are configured to collect sensor data from one or more predefined areas associated with the elevator car. Determining an occupancy level in the elevator car based on a feature vector, generated by a machine learning model, comprising a plurality of features extracted from the sensor data and operating, by the processor, the elevator car based at least in part on the occupancy level.


    Access

    Download


    Export, share and cite



    Title :

    Elevator system management utilizing machine learning


    Contributors:

    Publication date :

    2024-07-23


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B66B Aufzüge , ELEVATORS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    ELEVATOR SYSTEM MANAGEMENT UTILIZING MACHINE LEARNING

    MARPU APPALARAJU / SINHA ANUP | European Patent Office | 2021

    Free access

    ELEVATOR SYSTEM MANAGEMENT UTILIZING MACHINE LEARNING

    MARPU APPALARAJU / SINHA ANUP | European Patent Office | 2020

    Free access

    Elevator control system for dispatching elevator by utilizing access control face machine

    ZHANG YONGYE / SONG YUQING / ZHOU GUOWEI et al. | European Patent Office | 2022

    Free access


    Elevator traction machine and elevator system

    DENG YIHUA / FANG YANXIA / LI FANG | European Patent Office | 2023

    Free access