公开(公告)号：US20240280981A1

公开(公告)日：2024-08-22

申请号：US18582485

申请日：2024-02-20

Applicant: Tyco Fire & Security GmbH

Inventor： Abhishek Uday Khardenavis ,  Louis Loizides ,  Gregory A. Makowski ,  Terrill R. Laughton ,  Risavsingh Virendrakumar Saingar

IPC: G05B23/02

CPC classification number: G05B23/0275 ,  G05B23/0256 ,  G05B23/0272

Abstract: Systems and methods for automatically defining control relationships between building systems are disclosed. A system can identify a plurality of control devices and a plurality of plurality of building devices of a building. The system can activate the plurality of control devices using a plurality of test signals to generate a set of sensor data via the building devices, and determining one or more correlations between the plurality of control devices and the plurality of building devices using the set of sensor data. The system can store the one or more correlations for use in configuring the plurality of building devices or controlling the plurality of control devices. The one or more correlations include a variance inflation factor or a cross correlation.

公开(公告)号：US20250013798A1

公开(公告)日：2025-01-09

申请号：US18893634

申请日：2024-09-23

Applicant: Tyco Fire & Security GmbH

Inventor： Sastry KM Malladi ,  Gregory A. Makowski ,  Gary W. Gavin ,  Trent M. Swanson ,  Abu Bakr Khan ,  Thomas M. Seneczko ,  Miguel Galvez

IPC: G06F30/17

Abstract: Systems and methods to integrate equipment models are described herein. Integration of equipment models can occur responsive to detection of new physical devices.

公开(公告)号：US20240280952A1

公开(公告)日：2024-08-22

申请号：US18582476

申请日：2024-02-20

Applicant: Tyco Fire & Security GmbH

Inventor： Abhishek Uday Khardenavis ,  Louis Loizides ,  Gregory A. Makowski ,  Risavsingh Virendrakumar Saingar

IPC: G05B19/042

CPC classification number: G05B19/042 ,  G05B2219/25011

Abstract: 1. Systems and methods for automatically configuring source-load relationships in building systems are disclosed. A system can identify a first control device of a plurality of control devices of a building. The first control device can control at least one physical parameter of a space of the building. The system can identify a first building device of a plurality of building devices of the building. The first building device can measure the at least one physical parameter within the building. The system can determine that a relationship between the first control device and the first building device is undefined, and generate the relationship between the first control device and the first building device based on one or more correlations determined based on data provided by the plurality of control devices and sensor data captured by the plurality of building devices.

公开(公告)号：US20240402692A1

公开(公告)日：2024-12-05

申请号：US18679191

申请日：2024-05-30

Applicant: Tyco Fire & Security GmbH

Inventor： Kristen Sheppard-Guzelaydin ,  Julie Joanne Brown ,  Vineet Binodshanker Sinha ,  Arunkumar Vedhathiri ,  Trent M. Swanson ,  Miguel Galvez ,  Kaleb Luedtke ,  Gregory A. Makowski ,  Sastry KM Malladi ,  Michael J. Wenzel ,  Thomas M. Seneczko

IPC: G05B19/418

Abstract: Systems and methods are disclosed relating to user interface generation using machine learning models. A system can include one or more processors configured to receive, from a device associated with a user identifier, a prompt for generating data regarding a building management system. The one or more processors can generate, using at least one machine learning model, a completion to the prompt based at least on the prompt and the user identifier, the completion indicating one or more actions corresponding to a performance target for the building management system. The one or more processors can present the completion using at least one of a display device or an audio output device.

公开(公告)号：US20240377792A1

公开(公告)日：2024-11-14

申请号：US18661057

申请日：2024-05-10

Applicant: Tyco Fire & Security GmbH

Inventor： Julie J. Brown ,  Young M. Lee ,  Rajiv Ramanasankaran ,  Sastry KM Malladi ,  Michael Tenbrock ,  Levent Tinaz ,  Samuel A. Girard ,  David S. Elario ,  Juliet A. Pagliaro Herman ,  Trent M. Swanson ,  Miguel Galvez ,  John F. Kuchler ,  Deepak Budhiraja ,  Daniela M. Natali ,  Josip Lazarevski ,  Scott Deering ,  Gary W. Gavin ,  Kristen Sheppard-Guzelaydin ,  James Young ,  Prashanthi Sudhakar ,  Kaleb Luedtke ,  Karl F. Reichenberger ,  Wenwen Zhao ,  Gregory A. Makowski

IPC: G05B13/02

Abstract: Systems and methods are disclosed relating to building management systems with building equipment servicing. For example, a system can include at least one machine learning model configured using training data that includes at least one of unstructured data or structured data regarding items of equipment. The system can provide inputs, such as prompts, to the at least one machine learning model regarding an item of equipment, and generate, according to the inputs, responses regarding the item of equipment, such as responses for detecting a cause of an issue of the item of equipment, performing a service operation corresponding to the cause, or guiding a user through the service operation.

公开(公告)号：US12099781B1

公开(公告)日：2024-09-24

申请号：US18676813

申请日：2024-05-29

Applicant: Tyco Fire & Security GmbH

Inventor： Sastry K M Malladi ,  Gregory A. Makowski ,  Gary W. Gavin ,  Trent M. Swanson ,  Abu Bakr Khan ,  Thomas M. Seneczko ,  Miguel Galvez

IPC: G06F30/17

CPC classification number: G06F30/17

Abstract: Systems and methods to generate new equipment models and/or connectors to integrate the new equipment models are described herein. Generation of new equipment models can include retrieving information from one or more publicly accessible data sources.

公开(公告)号：US12204822B1

公开(公告)日：2025-01-21

申请号：US18893634

申请日：2024-09-23

Applicant: Tyco Fire & Security GmbH

Inventor： Sastry KM Malladi ,  Gregory A. Makowski ,  Gary W. Gavin ,  Trent M. Swanson ,  Abu Bakr Khan ,  Thomas M. Seneczko ,  Miguel Galvez

IPC: G06F30/17

Abstract: Systems and methods to integrate equipment models are described herein. Integration of equipment models can occur responsive to detection of new physical devices.

公开(公告)号：US20240402664A1

公开(公告)日：2024-12-05

申请号：US18679201

申请日：2024-05-30

Applicant: Tyco Fire & Security GmbH

Inventor： Prashanthi Sudhakar ,  Vineet Binodshanker Sinha ,  Gregory A. Makowski ,  Julie Joanne Brown

IPC: G05B15/02 ,  G05B13/02

Abstract: Systems and methods are disclosed relating to democratizing entity data utilizing machine learning models and/or generative AI. A system can include one or more processors configured to receive a prompt identifying an item of equipment for service. The one or more processors can generate, using at least one machine learning model and based on the prompt, a completion representing a service action to perform for the item of equipment, the at least one machine learning model configured using training data including a plurality of unstructured data elements corresponding to items of equipment. The one or more processors can present the completion using at least one of a display device or an audio output device.

公开(公告)号：US20240402662A1

公开(公告)日：2024-12-05

申请号：US18677664

申请日：2024-05-29

Applicant: Tyco Fire & Security GmbH

Inventor： Rajiv Ramanasankaran ,  Sastry KM Malladi ,  Trent M. Swanson ,  Miguel Galvez ,  Gregory A. Makowski ,  Prashanthi Sudhakar

IPC: G05B13/02

Abstract: An action generation method includes receiving, by one or more processors via a conversational interface, a query from a user, receiving, by the one or more processors, building subsystem data for one or more building subsystems in a building, retrieving, by the one or more processors, subject matter expert data, determining, by the one or more processors, an anomaly of the one or more building subsystems, based on the subject matter expert data and the building subsystem data, generating, by the one or more processors, a recommendation to resolve the anomaly based on fault detection and diagnostic (FDD) data related to a fault determined in the one or more building subsystems, and generating, by the one or more processors using a generative large language model, a response to the query based on the recommendation, the FDD data, and the subject matter expert data.

公开(公告)号：US20240403343A1

公开(公告)日：2024-12-05

申请号：US18677658

申请日：2024-05-29

Applicant: Tyco Fire & Security GmbH

Inventor： Rajiv Ramanasankaran ,  Sastry KM Malladi ,  Trent M. Swanson ,  Miguel Galvez ,  Gregory A. Makowski ,  Prashanthi Sudhakar

IPC: G06F16/33 ,  G06F16/34

Abstract: A building management system (BMS) can include one or more memory devices storing instructions thereon that can, when executed by one or more processors, cause the one or more processors to receive a plurality of information, generate a data model to represent the plurality of information in a common format associated with the BMS, execute a pre-processing routine, receive a query that corresponds to a building associated with the BMS, identify a given vector embedding of a plurality of vector embeddings that correlates to first information associated with the building, generate a response to the query that includes at least one of a graphical representation of the first information associated with the building or a textual summary of the first information associated with the building.