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    SITUATIONAL RECOMMENDATIONS AND CONTROL
    1.
    发明申请
    SITUATIONAL RECOMMENDATIONS AND CONTROL 有权

    公开(公告)号：US20250074443A1

    公开(公告)日：2025-03-06

    申请号：US18460952

    申请日：2023-09-05

    Applicant: GM Global Technology Operations LLC ,  University of Ottawa

    Inventor： Ramesh Sethu ,  Arun Adiththan ,  Md Mhafuzul Islam ,  Prakash M. Peranandam ,  Amirhossein Zolfagharian ,  Zohreh Aghababaeyan

    IPC: B60W50/14 ,  B60K35/00 ,  B60W50/00

    Abstract: A system for providing situational recommendations within a vehicle includes a system controller in communication with a plurality of onboard sensors, the plurality of onboard sensors adapted to collect real-time data related to a location of the vehicle and operating conditions of the vehicle, a database in communication with the system controller adapted to store data related to past actions and data related to a location of the vehicle and operating conditions of the vehicle when such past actions occurred, the system controller including a driver specific machine learning model adapted to predict a desired action based on the real-time data related to the location and operating conditions of the vehicle and data from the database, the system controller further adapted to initiate the predicted desired action, receive input from an occupant within the vehicle, and update the driver specific machine learning model.

    DYNAMIC SERVICE MARKETPLACE QUERY BUILDING AND DECOMPOSITION SYSTEM
    3.
    发明公开
    DYNAMIC SERVICE MARKETPLACE QUERY BUILDING AND DECOMPOSITION SYSTEM 审中-公开

    公开(公告)号：US20240143599A1

    公开(公告)日：2024-05-02

    申请号：US18051180

    申请日：2022-10-31

    Applicant: GM Global Technology Operations LLC

    Inventor： Prakash Mohan Peranandam ,  Ramesh Sethu ,  Arun Adiththan ,  Paolo Giusto

    IPC: G06F16/2457 ,  G01C21/00 ,  G06F16/2453 ,  G06Q30/0601

    CPC classification number: G06F16/24575 ,  G01C21/3841 ,  G06F16/24539 ,  G06Q30/0609

    Abstract: A resource sharing marketplace platform includes a back-office server in wireless communication with a controller adapted to run a plurality of integrated systems, and is adapted to authenticate identification of the user and facilitate user log-in, receive a request from a user, establish dynamic parameters related to the request, break down the request from the user into a plurality of serviceable micro-queries by decomposing at least one request for multivariate data into a plurality of requests for multivariate and univariate data, and develop a contract including key clauses and reward constraints, identify, from a group of registered service providers, a sub-group of registered service providers that are capable of providing data related to at least one micro-query, and send a request for data to the sub-group, collect data from a plurality of acceptable service providers, and repack the individual data to provide a response to the user.

    TOW MANAGEMENT SYSTEMS AND METHODS FOR AUTONOMOUS VEHICLES
    4.
    发明申请
    TOW MANAGEMENT SYSTEMS AND METHODS FOR AUTONOMOUS VEHICLES 有权

    公开(公告)号：US20230131387A1

    公开(公告)日：2023-04-27

    申请号：US17452301

    申请日：2021-10-26

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Rasoul Salehi ,  Arun Adiththan ,  Yao Hu ,  Yilu Zhang

    IPC: G08G1/00 ,  G07C5/08 ,  G07C5/00 ,  G05D1/02 ,  G05D1/10

    Abstract: Methods and systems for a remote transportation system including a first autonomous vehicle, at least one second autonomous vehicle and a remote transportation server are provided. The server includes non-transitory computer readable media and one or more processors configured by programming instructions on the non-transitory computer readable media to: receive a request for tow service from the first vehicle, wherein the request includes a location of the first autonomous vehicle; identify a towing destination for the first autonomous vehicle based on the location of the first autonomous vehicle; perform an initial fault diagnosis to determine a towing type; confirm the towing type with the first autonomous vehicle to be at least one of a ground tow, an aerial tow, and a sensor kit tow; and coordinate towing of the first autonomous vehicle to the towing destination by the at least one second autonomous vehicle based on the towing type.

    SYSTEM, AND METHODS FOR IMPLEMENTING A SERVER ARCHITECTURE FOR AN ON-DEMAND AUTONOMY (ODA) SERVICE
    5.
    发明申请
    SYSTEM, AND METHODS FOR IMPLEMENTING A SERVER ARCHITECTURE FOR AN ON-DEMAND AUTONOMY (ODA) SERVICE 有权

    公开(公告)号：US20230046908A1

    公开(公告)日：2023-02-16

    申请号：US17445121

    申请日：2021-08-16

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Arun Adiththan ,  Ramesh Sethu ,  Prakash Mohan Peranandam ,  Joseph G. D Ambrosio

    IPC: G06Q10/02 ,  G06Q50/30 ,  G07C5/08

    Abstract: Systems and methods for a cloud-based server system configured for an On-Demand Autonomy (ODA) service are disclosed. The cloud-based server in communication with a first vehicle and a second vehicle to receive a trip request for the ODA service from the first vehicle, and seek an agreement to establish a virtual link with the first vehicle to the second vehicle by identifying one second vehicle by broadcasting the trip request to the group of second vehicles; identifying a second vehicle from submitted responses based on an application using a modeled clone with a set of functionalities to perform a matching operation between the first and second vehicles; and coordinating responses based on results of the matching operation to confirm an acceptance of the agreement; and creating a trip plan for the trip request for the ODA service based on a set of preferences received from each of the vehicles.

    DRIVING MONITORING AND SCORING SYSTEMS AND METHODS
    6.
    发明申请
    DRIVING MONITORING AND SCORING SYSTEMS AND METHODS 有权

    公开(公告)号：US20220261627A1

    公开(公告)日：2022-08-18

    申请号：US17174750

    申请日：2021-02-12

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Ramesh Sethu ,  Prakash Mohan Peranandam ,  Rami I. Debouk ,  Arun Adiththan ,  Guangyu J. Zou

    IPC: G06N3/08 ,  G06N3/04 ,  G07C5/04

    Abstract: Systems and method are provided for monitoring an operator of a vehicle. In one embodiment, a method includes: receiving, by a processor, data generated by the vehicle; determining, by the processor, causal time series event data based on the received data; computing, by the processor, a score for at least one of safety and quality based on a first machine learning model and the causal time series event data; computing, by the processor, at least one explanation for the score based on a second machine learning model; and generating, by the processor, display data to display at least one of the causal time series event data, the score, and the explanation to an end user.

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