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    SMART ENERGY PLATFORMS AND METHODS FOR A PROPERTY
    25.
    发明公开
    SMART ENERGY PLATFORMS AND METHODS FOR A PROPERTY 审中-公开

    公开(公告)号：US20230268766A1

    公开(公告)日：2023-08-24

    申请号：US17724264

    申请日：2022-04-19

    Applicant: State Farm Mutual Automobile Insurance Company

    Inventor： Alexander Cardona

    IPC: H02J13/00 ,  H04L12/28 ,  G06Q50/06

    CPC classification number: H02J13/00006 ,  H04L12/2818 ,  G06Q50/06 ,  H04L2012/2847

    Abstract: A smart energy platform for controlling energy consumption at a property, the smart energy platform configured to: (i) receive an input from a user associated with the property indicating a maximum comfort temperature and a minimum comfort temperature of the property; (ii) receive property data; (iii) retrieve weather data; (iv) determine property usage; (v) receive energy pricing data from an energy company; (vi) build a model based upon the input from the user, the property data, the weather data, and the property usage; (vii) input the energy pricing data and the weather data into the model; (viii) output an energy schedule for the property to maintain a temperature of the property within the maximum comfort temperature and the minimum comfort temperature at a minimum cost to the user; and/or (ix) control the temperature of the property based upon the energy schedule for the property.

    ACCOUNTING FOR REGION-SPECIFIC DRIVER PROFILES WHEN CONTROLLING AUTONOMOUS VEHICLES
    29.
    发明申请
    ACCOUNTING FOR REGION-SPECIFIC DRIVER PROFILES WHEN CONTROLLING AUTONOMOUS VEHICLES 有权

    公开(公告)号：US20240391464A1

    公开(公告)日：2024-11-28

    申请号：US17088434

    申请日：2020-11-03

    Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

    Inventor： Alexander Cardona ,  Kip Wilson ,  David Frank ,  Phillip Michael Wilkowski ,  Nolan White

    IPC: B60W30/182 ,  G06N20/00 ,  H04W4/44

    Abstract: Techniques for collecting, synchronizing, and displaying various types of data relating to a road segment enable, via one or more local or remote processors, servers, transceivers, and/or sensors, (i) enhanced and contextualized analysis of vehicle events by way of synchronizing different data types, relating to a monitored road segment, collected via various different types of data sources; (ii) enhanced and contextualized analysis of filed insurance claims pertaining to a vehicle incident at a road segment; (iii) advantageous machine learning techniques for predicting a level of risk assumed for a given vehicle event or a given road segment; (iv) techniques for accounting for region-specific driver profiles when controlling autonomous vehicles; and/or (v) improved techniques for providing a GUI to display collected data in a meaningful and contextualized manner.

    SYSTEMS AND METHODS FOR DETECTING ANOMALOUS WATER USAGE
    30.
    发明申请
    SYSTEMS AND METHODS FOR DETECTING ANOMALOUS WATER USAGE 有权

    公开(公告)号：US20240370949A1

    公开(公告)日：2024-11-07

    申请号：US18330182

    申请日：2023-06-06

    Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

    Inventor： Julie K. Fritz ,  Alexander Cardona ,  Olivia Nauman ,  Diana Sherwood ,  Brian Fields

    IPC: G06Q50/06 ,  G06N5/025 ,  G06Q50/16

    Abstract: System and methods for detecting anomalous water usage at a property having a water supply system using machine learning (ML) are provided. An ML model may generate an estimated water usage of the property associated with the property data set, where the property data set may include attributes of the property influencing the water usage of the property. The ML model may be configured to learn relationships between a historical water usage data set and a historical property data set. The systems and methods may compare the water usage of the property and the estimated water usage of the property. If the comparison indicates the water usage exceeds a threshold, a notification may be generated and provided to a user device.

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