Inventor
LEE YOUNG M
US74 patents
⚠️ This page may combine multiple inventors who share the name “LEE YOUNG M”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.
Johnson Controls Tyco IP Holdings LLP
23 patentsUS11769066B2Sep 26, 2023
Building data platform with digital twin triggers and actions
Johnson Controls Tyco IP Holdings LLP8 citations85
US11243523B2Feb 8, 2022
Building system with adaptive fault detection
Johnson Controls Tyco IP Holdings LLP17 citations83
US11159022B2Oct 26, 2021
Building energy optimization system with a dynamically trained load prediction model
Johnson Controls Tyco IP Holdings LLP7 citations82
US11927925B2Mar 12, 2024
Building system with a time correlated reliability data stream
Johnson Controls Tyco IP Holdings LLP4 citations73
US11270084B2Mar 8, 2022
Systems and methods for using trigger words to generate human-like responses in virtual assistants
Johnson Controls Tyco IP Holdings LLP2 citations71
US11693374B2Jul 4, 2023
Building system with string mapping based on a sequence to sequence neural network
Johnson Controls Tyco IP Holdings LLP2 citations70
US11474485B2Oct 18, 2022
Adaptive training and deployment of single chiller and clustered chiller fault detection models for connected chillers
Johnson Controls Tyco IP Holdings LLP2 citations70
US11188039B2Nov 30, 2021
Building management system with dynamic energy prediction model updates
Johnson Controls Tyco IP Holdings LLP2 citations70
US11803743B2Oct 31, 2023
Building system with model training to handle selective forecast data
Johnson Controls Tyco IP Holdings LLP1 citations62
US11636310B2Apr 25, 2023
Building system with selective use of data for probabilistic forecasting
Johnson Controls Tyco IP Holdings LLP0 citations62
US11531919B2Dec 20, 2022
Building system with probabilistic forecasting using a recurrent neural network sequence to sequence model
Johnson Controls Tyco IP Holdings LLP1 citations62
US12013823B2Jun 18, 2024
Gateway system that maps points into a graph schema
Johnson Controls Tyco IP Holdings LLP0 citations61
US11604441B2Mar 14, 2023
Automatic threshold selection of machine learning/deep learning model for anomaly detection of connected chillers
Johnson Controls Tyco IP Holdings LLP0 citations61
US11531310B2Dec 20, 2022
Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected chillers
Johnson Controls Tyco IP Holdings LLP0 citations61
US11886153B2Jan 30, 2024
Building control system using reinforcement learning
Johnson Controls Tyco IP Holdings LLP1 citations60
US11859847B2Jan 2, 2024
Methods and systems for training building control using simulated and real experience data
Johnson Controls Tyco IP Holdings LLP0 citations60
US11573540B2Feb 7, 2023
Methods and systems for training HVAC control using surrogate model
Johnson Controls Tyco IP Holdings LLP0 citations60
US11525596B2Dec 13, 2022
Methods and systems for training HVAC control using simulated and real experience data
Johnson Controls Tyco IP Holdings LLP1 citations60
US11436492B2Sep 6, 2022
Transfer learning of deep neural network for HVAC heat transfer dynamics
Johnson Controls Tyco IP Holdings LLP0 citations60
US11747776B2Sep 5, 2023
Adaptive training and deployment of single device and clustered device fault detection models for connected equipment
Johnson Controls Tyco IP Holdings LLP0 citations59
US12305874B2May 20, 2025
Cost savings from fault prediction and diagnosis
Johnson Controls Tyco IP Holdings LLP1 citations58
US11423248B2Aug 23, 2022
Hierarchical sampling for object identification
Johnson Controls Tyco IP Holdings LLP1 citations58
US11531308B2Dec 20, 2022
Adaptively learning surrogate model for predicting building system dynamics from simulation model
Johnson Controls Tyco IP Holdings LLP0 citations53
TYCO FIRE & SECURITY GMBH
12 patentsUS12406232B2Sep 2, 2025
Building management system with generative AI-based automated flexible customer report generation and standardization
TYCO FIRE & SECURITY GMBH2 citations70
US12242937B1Mar 4, 2025
Building management system with generative AI-based root cause prediction
TYCO FIRE & SECURITY GMBH2 citations70
US12584648B2Mar 24, 2026
Building management system with clean air and infection reduction features
TYCO FIRE & SECURITY GMBH0 citations62
US12546499B2Feb 10, 2026
Building management system with clean air and infection reduction features
TYCO FIRE & SECURITY GMBH0 citations62
US12406193B2Sep 2, 2025
Building data platform with digital twin triggers and actions
TYCO FIRE & SECURITY GMBH0 citations62
US12399467B2Aug 26, 2025
Building management systems and methods for tuning fault detection thresholds
TYCO FIRE & SECURITY GMBH0 citations62
US12292723B2May 6, 2025
Generating set of curtailment actions predicted to achieve net consumption target for a subperiod
TYCO FIRE & SECURITY GMBH0 citations62
US12554687B2Feb 17, 2026
Gateway system that maps points into a graph schema
TYCO FIRE & SECURITY GMBH0 citations61
US12032344B2Jul 9, 2024
Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected equipment
TYCO FIRE & SECURITY GMBH0 citations61
US12282305B2Apr 22, 2025
Building management system with generative AI-based predictive maintenance
TYCO FIRE & SECURITY GMBH1 citations60
US12222689B2Feb 11, 2025
Building system with string mapping based on a sequence to sequence neural network
TYCO FIRE & SECURITY GMBH0 citations59
US12524709B2Jan 13, 2026
Building management system with generative AI-based root cause prediction
TYCO FIRE & SECURITY GMBH0 citations58
IBM
8 patentsUS9651929B2May 16, 2017
HVAC system control integrated with demand response, on-site energy storage system and on-site energy generation system
IBM22 citations91
US10365640B2Jul 30, 2019
Controlling multi-stage manufacturing process based on internet of things (IoT) sensors and cognitive rule induction
IBM6 citations84
US11022965B2Jun 1, 2021
Controlling multi-stage manufacturing process based on internet of things (IOT) sensors and cognitive rule induction
IBM1 citations73
US10332029B2Jun 25, 2019
Building thermal control techniques
IBM5 citations72
US10332026B2Jun 25, 2019
Building thermal control techniques
IBM5 citations72
US11030036B2Jun 8, 2021
Equipment failure risk detection and prediction in industrial process
IBM0 citations62
US10067817B2Sep 4, 2018
Equipment failure risk detection and prediction in industrial process
IBM1 citations62
US7552041B2Jun 23, 2009
Method, system, and computer program product for determining an optimal database refresh rate
IBM4 citations56
JOHNSON CONTROLS TECH CO
4 patentsUS11268996B2Mar 8, 2022
Building energy management system with virtual audit metrics
JOHNSON CONTROLS TECH CO22 citations93
US11163271B2Nov 2, 2021
Cloud based building energy optimization system with a dynamically trained load prediction model
JOHNSON CONTROLS TECH CO6 citations71
US11669794B2Jun 6, 2023
Building risk analysis system with geographic risk scoring
JOHNSON CONTROLS TECH CO2 citations70
US11859846B2Jan 2, 2024
Cost savings from fault prediction and diagnosis
JOHNSON CONTROLS TECH CO0 citations57
GOLD STAR CO
1 patentSAMSUNG ELECTRONICS CO LTD
1 patentPOONGSAN CORP
1 patentShowing the top 50 of 74 patents by PatentIndex Score.