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CN-121996674-A - Operation information of fire-fighting equipment

CN121996674ACN 121996674 ACN121996674 ACN 121996674ACN-121996674-A

Abstract

Devices, systems, and methods for operational information from fire protection equipment are described herein. In some examples, one or more embodiments include a memory and a processor to execute instructions stored in the memory to receive an input query for operational information of a fire protection device, provide the input query to a small language model associated with the fire protection device and trained to provide information about the fire protection device, and generate a response to the input query including the operational information using the small language model.

Inventors

  • G. Jiang Gan Gan Jia Da Halam
  • S. J. Dug
  • V. A. Katie
  • S. Tripatti

Assignees

  • 霍尼韦尔国际公司

Dates

Publication Date
20260508
Application Date
20251015
Priority Date
20241106

Claims (10)

  1. 1. A fire protection apparatus (104, 304, 404), the fire protection apparatus comprising: Memory (442); a memory A processor (440) configured to execute executable instructions stored in the memory to: Receiving an input query (332) for operational information of the fire apparatus; Providing the input query (332) to a small language model (102, 202, 302) associated with the fire protection apparatus (104, 304, 404) and trained to provide information about the fire protection apparatus, and A response (334) to the input query (332) including the operational information is generated using the compact language model (102, 202, 302).
  2. 2. The fire apparatus (104, 304, 404) of claim 1, wherein the small language model (102, 202, 302) is trained with local fire apparatus operation data to generate the response (334) to the input query.
  3. 3. The fire protection apparatus (104, 304, 404) of claim 2, wherein the local fire protection apparatus operation data comprises at least one of: profile information (216); -an event log (218) of the fire apparatus; diagnostic data (220) of the fire apparatus, and Source code information (222) of the fire apparatus.
  4. 4. The fire apparatus (104, 304, 404) of claim 1, wherein the input query (332) comprises natural language.
  5. 5. The fire protection apparatus (104, 304, 404) of claim 1, wherein the response (334) to the input query (332) comprises natural language.
  6. 6. The fire apparatus (104, 304, 404) of claim 1, wherein the small language model (102, 202, 302) is a multi-modal small language model.
  7. 7. The fire protection apparatus (104, 304, 404) of claim 1, wherein the small language model (102, 202, 302) is stored locally in the memory (442) of the fire protection apparatus.
  8. 8. The fire protection apparatus (104, 304, 404) of claim 1, wherein the fire protection apparatus (104, 304, 404) is a fire control panel.
  9. 9. The fire apparatus (104, 304, 404) of claim 1, wherein: The input query (332) includes a request to generate a report detailing an operating parameter of the fire apparatus; The compact language model (102, 202, 302) is configured to analyze local fire apparatus operation data, and The response to the input query includes the report detailing the operating parameters of the fire apparatus.
  10. 10. The fire apparatus (104, 304, 404) of claim 1, wherein: The input query (332) includes a request for a step for commissioning the fire device; The small form factor language model is configured to analyze local fire apparatus operational data, and The response to the input query includes the step of commissioning the fire device.

Description

Operation information of fire-fighting equipment Technical Field The present disclosure relates to devices, systems, and methods for operating information for fire protection devices. Background Facilities such as commercial facilities, office buildings, hospitals, campuses (e.g., including buildings and outdoor spaces), etc. may have event detection systems that may be triggered during an event such as an emergency (e.g., fire) to alert occupants to evacuation. Such event detection systems may include an alarm system having a control panel and several event devices (e.g., sensors, sounders, pull-type fire boxes, etc.) located throughout the facility (e.g., at different floors and/or different rooms of the facility) that may perform actions when an event (e.g., a dangerous event, a malfunction event, etc.) occurs in the facility. In an example of an event, several event devices may provide notification of the event to occupants of the facility via an alarm and/or other mechanism. Drawings Fig. 1 is an example of a system for operating information from a fire apparatus in accordance with one or more embodiments of the present disclosure. FIG. 2 illustrates an example of training a small language model and a large language model in accordance with one or more embodiments of the present disclosure. FIG. 3 illustrates an example of providing input queries to a small language model and/or a large language model in accordance with one or more embodiments of the present disclosure. Fig. 4 is an example of a fire apparatus for operation information from the fire apparatus according to one or more embodiments of the present disclosure. Detailed Description Devices, systems, and methods for operational information from fire protection equipment are described herein. In some examples, one or more embodiments include a memory and a processor to execute instructions stored in the memory to receive an input query for operational information of a fire protection device, provide the input query to a small language model associated with the fire protection device and trained to provide information about the fire protection device, and generate a response to the input query including the operational information using the small language model. The facility may utilize an event detection system to alert occupants of the facility of an emergency event, such as a fire. The event detection system may be a system of devices that operate to collect information about a facility and provide the collected information for analysis. Such event detection systems may also take action based on the collected information, such as providing an audible and/or visual alert in an emergency event. For example, event detection systems may utilize event devices to alert occupants of an emergency event occurring in a space, such as a fire. As used herein, the term "event device" refers to a device that can receive input related to an event and/or generate output related to an event. Such event devices may be part of an event detection system within/throughout an in-facility space and may include devices such as fire protection devices including fire sensors, smoke detectors, thermal detectors, carbon monoxide (CO) detectors, or a combination of these, fire control panels, air quality sensors, interfaces, manual alarm points (MCPs), pull fire boxes, input/output modules, getters, fire doors, and/or audio/visual devices (e.g., speakers, sounders, flashes, buzzers, microphones, cameras, video displays, video screens, etc.), relay output modules, and other types of event devices. Such event devices may also include self-test capabilities. In the event of a query about a fire protection device and/or event device associated with the fire protection device, technical support is typically involved to determine a response to the query. For example, if a fire apparatus malfunction occurs, the query may include a request as to why the malfunction occurred. Technical support may be tied to troubleshoot the failure to determine the cause of the failure and the solution for repairing the failure. Determining a response to the query may involve technical review and/or analysis of the fire device operational data. For example, technical support personnel may have to manually review event logs, diagnostic data, profile information, source code information, etc. in order to determine a response to a particular query about the fire apparatus. However, technical support personnel may not be located in the same geographic area as the facility and/or event system. Because of these geographic limitations, meetings between technical support personnel and field personnel at a facility having an event system may be difficult due to time zone differences. According to the present disclosure, the operation information of the fire apparatus may enable a user to provide an input query for the operation information about the fire apparatus. The fire protection device may include