View source for Johnson Controls Tyco IP Holdings LLP (20240345554). BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED PREDICTIVE MAINTENANCE simplified abstract

=BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED PREDICTIVE MAINTENANCE=


==Organization Name==

[[:Category:Johnson Controls Tyco IP Holdings LLP|Johnson Controls Tyco IP Holdings LLP]]


[[Category:Johnson Controls Tyco IP Holdings LLP]]

==Inventor(s)==

[[:Category:Julie J. Brown of Yardley PA (US)|Julie J. Brown of Yardley PA (US)]][[Category:Julie J. Brown of Yardley PA (US)]]

[[:Category:Young M. Lee of Old Westbury NY (US)|Young M. Lee of Old Westbury NY (US)]][[Category:Young M. Lee of Old Westbury NY (US)]]

[[:Category:Rajiv Ramanasankaran of San Jose CA (US)|Rajiv Ramanasankaran of San Jose CA (US)]][[Category:Rajiv Ramanasankaran of San Jose CA (US)]]

[[:Category:Sastry KM Malladi of Fremont CA (US)|Sastry KM Malladi of Fremont CA (US)]][[Category:Sastry KM Malladi of Fremont CA (US)]]

[[:Category:Michael Tenbrock of Dachsen (CH)|Michael Tenbrock of Dachsen (CH)]][[Category:Michael Tenbrock of Dachsen (CH)]]

[[:Category:Levent Tinaz of Tampa Bay FL (US)|Levent Tinaz of Tampa Bay FL (US)]][[Category:Levent Tinaz of Tampa Bay FL (US)]]

[[:Category:Samuel A. Girard of Kenosha WI (US)|Samuel A. Girard of Kenosha WI (US)]][[Category:Samuel A. Girard of Kenosha WI (US)]]

[[:Category:David S. Elario of Hartland WI (US)|David S. Elario of Hartland WI (US)]][[Category:David S. Elario of Hartland WI (US)]]

[[:Category:Juliet A. Pagliaro Herman of Waukesha WI (US)|Juliet A. Pagliaro Herman of Waukesha WI (US)]][[Category:Juliet A. Pagliaro Herman of Waukesha WI (US)]]

[[:Category:Miguel Galvez of Westford MA (US)|Miguel Galvez of Westford MA (US)]][[Category:Miguel Galvez of Westford MA (US)]]

[[:Category:Trent M. Swanson of Wellington FL (US)|Trent M. Swanson of Wellington FL (US)]][[Category:Trent M. Swanson of Wellington FL (US)]]

[[:Category:John F. Kuchler of Muskego WI (US)|John F. Kuchler of Muskego WI (US)]][[Category:John F. Kuchler of Muskego WI (US)]]

[[:Category:Deepak Budhiraja of Ashburn VA (US)|Deepak Budhiraja of Ashburn VA (US)]][[Category:Deepak Budhiraja of Ashburn VA (US)]]

[[:Category:Daniela M. Natali of Kensington MD (US)|Daniela M. Natali of Kensington MD (US)]][[Category:Daniela M. Natali of Kensington MD (US)]]

[[:Category:Josip Lazarevski of Zurich (CH)|Josip Lazarevski of Zurich (CH)]][[Category:Josip Lazarevski of Zurich (CH)]]

[[:Category:Scott Deering of Milwaukee WI (US)|Scott Deering of Milwaukee WI (US)]][[Category:Scott Deering of Milwaukee WI (US)]]

[[:Category:Gary W. Gavin of Franklin WI (US)|Gary W. Gavin of Franklin WI (US)]][[Category:Gary W. Gavin of Franklin WI (US)]]

[[:Category:Kristen Sheppard-guzelaydin of West Chester PA (US)|Kristen Sheppard-guzelaydin of West Chester PA (US)]][[Category:Kristen Sheppard-guzelaydin of West Chester PA (US)]]

[[:Category:James Young of Cork (IE)|James Young of Cork (IE)]][[Category:James Young of Cork (IE)]]

[[:Category:Prashanthi Sudhakar of San Francisco CA (US)|Prashanthi Sudhakar of San Francisco CA (US)]][[Category:Prashanthi Sudhakar of San Francisco CA (US)]]

[[:Category:Kaleb Luedtke of West Bend WI (US)|Kaleb Luedtke of West Bend WI (US)]][[Category:Kaleb Luedtke of West Bend WI (US)]]

[[:Category:Karl F. Reichenberger of Mequon WI (US)|Karl F. Reichenberger of Mequon WI (US)]][[Category:Karl F. Reichenberger of Mequon WI (US)]]

[[:Category:Wenwen Zhao of Santa Clara CA (US)|Wenwen Zhao of Santa Clara CA (US)]][[Category:Wenwen Zhao of Santa Clara CA (US)]]

[[:Category:Adam R. Grabowski of Brookfield WI (US)|Adam R. Grabowski of Brookfield WI (US)]][[Category:Adam R. Grabowski of Brookfield WI (US)]]

[[:Category:Lauren C. Dern of Fox Point WI (US)|Lauren C. Dern of Fox Point WI (US)]][[Category:Lauren C. Dern of Fox Point WI (US)]]

[[:Category:Nicole A. Madison of Milwaukee WI (US)|Nicole A. Madison of Milwaukee WI (US)]][[Category:Nicole A. Madison of Milwaukee WI (US)]]

[[:Category:Dana S. Petersen of Milwaukee WI (US)|Dana S. Petersen of Milwaukee WI (US)]][[Category:Dana S. Petersen of Milwaukee WI (US)]]

[[:Category:Nevin L. Forry of York PA (US)|Nevin L. Forry of York PA (US)]][[Category:Nevin L. Forry of York PA (US)]]

[[:Category:Pedriant Pena of Groveland MA (US)|Pedriant Pena of Groveland MA (US)]][[Category:Pedriant Pena of Groveland MA (US)]]

[[:Category:Ghassan R. Hamoudeh of San Marcos CA (US)|Ghassan R. Hamoudeh of San Marcos CA (US)]][[Category:Ghassan R. Hamoudeh of San Marcos CA (US)]]

[[:Category:Ryan G. Danielson of Castle Rock CO (US)|Ryan G. Danielson of Castle Rock CO (US)]][[Category:Ryan G. Danielson of Castle Rock CO (US)]]

==BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED PREDICTIVE MAINTENANCE - A simplified explanation of the abstract==


This abstract first appeared for US patent application 20240345554 titled 'BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED PREDICTIVE MAINTENANCE

==Simplified Explanation==
The patent application describes a method that uses a generative AI model to predict future problems with building equipment based on operating data and service reports. It then automatically initiates actions to prevent or mitigate these future problems.

* Training a generative AI model using operating data and service reports
* Predicting future problems with building equipment
* Automatically initiating actions to prevent or mitigate future problems

==Key Features and Innovation==
* Utilizes generative AI model for predictive maintenance of building equipment
* Automates the process of identifying and addressing potential issues before they occur
* Improves efficiency and reduces downtime by proactively managing equipment maintenance

==Potential Applications==
This technology can be applied in various industries such as:
* Manufacturing
* Healthcare
* Energy management
* Facility management

==Problems Solved==
* Predictive maintenance of building equipment
* Proactive problem-solving to prevent downtime
* Efficient management of equipment maintenance

==Benefits==
* Cost savings through reduced downtime
* Improved equipment reliability
* Enhanced operational efficiency

==Commercial Applications==
Title: Predictive Maintenance Technology for Building Equipment
This technology can be used in commercial buildings, industrial facilities, and healthcare institutions to streamline maintenance processes, reduce costs, and improve overall operational efficiency.

==Questions about Predictive Maintenance Technology for Building Equipment==
1. How does this technology improve the efficiency of maintenance processes?
   - This technology improves efficiency by predicting future problems with building equipment and taking proactive actions to prevent or mitigate them.
2. What industries can benefit from the application of this technology?
   - Industries such as manufacturing, healthcare, energy management, and facility management can benefit from this technology.


==Original Abstract Submitted==

a method including training, by one or more processors, a generative ai model using first operating data from building equipment and a plurality of first service reports indicating a plurality of first problems associated with the building equipment. the method may include predicting, by the one or more processors using the generative ai model, one or more future problems likely to occur with the building equipment based on second operating data from the building equipment. the method may include automatically initiating, by the one or more processors, one or more actions to prevent the one or more future problems from occurring or mitigate an effect of the one or more future problems.



[[Category:G05B15/02]]
[[Category:CPC_G05B15/02]]