Sugumar Murugesan

Person

Santa Clara, CA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Building control system using reinforcement learning
- Patent number 11,886,153
- Issue date Jan 30, 2024
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Methods and systems for training building control using simulated a...
- Patent number 11,859,847
- Issue date Jan 2, 2024
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- G05 - CONTROLLING REGULATING
Information Patent Grant
Building system with model training to handle selective forecast data
- Patent number 11,803,743
- Issue date Oct 31, 2023
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Adaptive training and deployment of single device and clustered dev...
- Patent number 11,747,776
- Issue date Sep 5, 2023
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Building system with early fault detection
- Patent number 11,719,451
- Issue date Aug 8, 2023
- Johnson Controls Tyco IP Holdings LLP
- Jaume Amores Llopis
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Building system with selective use of data for probabilistic foreca...
- Patent number 11,636,310
- Issue date Apr 25, 2023
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic threshold selection of machine learning/deep learning mod...
- Patent number 11,604,441
- Issue date Mar 14, 2023
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Methods and systems for training HVAC control using surrogate model
- Patent number 11,573,540
- Issue date Feb 7, 2023
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Building system with probabilistic forecasting using a recurrent ne...
- Patent number 11,531,919
- Issue date Dec 20, 2022
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Adaptive selection of machine learning/deep learning model with opt...
- Patent number 11,531,310
- Issue date Dec 20, 2022
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Methods and systems for training HVAC control using simulated and r...
- Patent number 11,525,596
- Issue date Dec 13, 2022
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- F24 - HEATING RANGES VENTILATING
Information Patent Grant
Adaptive training and deployment of single chiller and clustered ch...
- Patent number 11,474,485
- Issue date Oct 18, 2022
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Building system with adaptive fault detection
- Patent number 11,243,523
- Issue date Feb 8, 2022
- Johnson Controls Tyco IP Holdings LLP
- Jaume Amores Llopis
- G05 - CONTROLLING REGULATING
Information Patent Grant
Building management system with dynamic energy prediction model upd...
- Patent number 11,188,039
- Issue date Nov 30, 2021
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Building management autonomous HVAC control using reinforcement lea...
- Patent number 10,852,023
- Issue date Dec 1, 2020
- Johnson Controls Technology Company
- Viswanath Ramamurti
- F24 - HEATING RANGES VENTILATING
Information Patent Grant
Building management HVAC control using user voice feedback
- Patent number 10,845,081
- Issue date Nov 24, 2020
- Johnson Controls Technology Company
- Young M. Lee
- G10 - MUSICAL INSTRUMENTS ACOUSTICS

Patents Applicationslast 30 patents

Information Patent Application
BUILDING SYSTEM WITH MULTI-TIERED MODEL BASED OPTIMIZATION FOR VENT...
- Publication number 20240019158
- Publication date Jan 18, 2024
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- F24 - HEATING RANGES VENTILATING
Information Patent Application
ADAPTIVE SELECTION OF MACHINE LEARNING/DEEP LEARNING MODEL WITH OPT...
- Publication number 20230359157
- Publication date Nov 9, 2023
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHODS AND SYSTEMS FOR TRAINING BUILDING CONTROL USING SIMULATED A...
- Publication number 20230034809
- Publication date Feb 2, 2023
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- F24 - HEATING RANGES VENTILATING
Information Patent Application
ADAPTIVE TRAINING AND DEPLOYMENT OF SINGLE DEVICE AND CLUSTERED DEV...
- Publication number 20230033206
- Publication date Feb 2, 2023
- Johnson Controls Tyco IP Holdings LLP
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING CONTROL SYSTEM USING REINFORCEMENT LEARNING
- Publication number 20220026864
- Publication date Jan 27, 2022
- Johnson Controls Tyco IP Holdings LLP
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHODS AND SYSTEMS FOR TRAINING HVAC CONTROL USING SIMULATED AND R...
- Publication number 20210190364
- Publication date Jun 24, 2021
- Johnson Controls Technology Company
- Young M. Lee
- F24 - HEATING RANGES VENTILATING
Information Patent Application
METHODS AND SYSTEMS FOR TRAINING HVAC CONTROL USING SURROGATE MODEL
- Publication number 20210191342
- Publication date Jun 24, 2021
- Johnson Controls Technology Company
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING SYSTEM WITH EARLY FAULT DETECTION
- Publication number 20210190354
- Publication date Jun 24, 2021
- Johnson Controls Technology Company
- Jaume Amores Llopis
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING SYSTEM WITH ADAPTIVE FAULT DETECTION
- Publication number 20210191379
- Publication date Jun 24, 2021
- Johnson Controls Technology Company
- Jaume Amores Llopis
- G05 - CONTROLLING REGULATING
Information Patent Application
ROBUST FAULT DETECTION AND DIAGNOSIS BY CONSTRUCTING AN ENSEMBLE OF...
- Publication number 20210191378
- Publication date Jun 24, 2021
- Johnson Controls Technology Company
- Jaume Amores
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING MANAGEMENT SYSTEM WITH DYNAMIC ENERGY PREDICTION MODEL UPD...
- Publication number 20210116874
- Publication date Apr 22, 2021
- Johnson Controls Technology Company
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING SYSTEM WITH MODEL TRAINING TO HANDLE SELECTIVE FORECAST DATA
- Publication number 20210056409
- Publication date Feb 25, 2021
- Johnson Controls Technology Company
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING SYSTEM WITH PROBABILISTIC FORECASTING USING A RECURRENT NE...
- Publication number 20210056452
- Publication date Feb 25, 2021
- Johnson Controls Technology Company
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BUILDING SYSTEM WITH SELECTIVE USE OF DATA FOR PROBABILISTIC FORECA...
- Publication number 20210056386
- Publication date Feb 25, 2021
- Johnson Controls Technology Company
- Sugumar Murugesan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADAPTIVE SELECTION OF MACHINE LEARNING/DEEP LEARNING MODEL WITH OPT...
- Publication number 20190384239
- Publication date Dec 19, 2019
- Johnson Controls Technology Company
- Sugumar Murugesan
- F24 - HEATING RANGES VENTILATING
Information Patent Application
ADAPTIVE TRAINING AND DEPLOYMENT OF SINGLE CHILLER AND CLUSTERED CH...
- Publication number 20190385070
- Publication date Dec 19, 2019
- Johnson Controls Technology Company
- Young M. Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATIC THRESHOLD SELECTION OF MACHING LEARNING/DEEP LEARNING MOD...
- Publication number 20190383510
- Publication date Dec 19, 2019
- Johnson Controls Technology Company
- Sugumar Murugesan
- F24 - HEATING RANGES VENTILATING
Information Patent Application
BUILDING MANAGEMENT AUTONOMOUS HVAC CONTROL USING REINFORCEMENT LEA...
- Publication number 20190353378
- Publication date Nov 21, 2019
- Johnson Controls Technology Company
- Viswanath Ramamurti
- F24 - HEATING RANGES VENTILATING
Information Patent Application
BUILDING MANAGEMENT HVAC CONTROL USING HUMAN SENSORS
- Publication number 20190353379
- Publication date Nov 21, 2019
- Johnson Controls Technology Company
- Young M. Lee
- G01 - MEASURING TESTING

Sugumar Murugesan

Person

Patents Grantslast 30 patents

Building control system using reinforcement learning

Methods and systems for training building control using simulated a...

Building system with model training to handle selective forecast data

Adaptive training and deployment of single device and clustered dev...

Building system with early fault detection

Building system with selective use of data for probabilistic foreca...

Automatic threshold selection of machine learning/deep learning mod...

Methods and systems for training HVAC control using surrogate model

Building system with probabilistic forecasting using a recurrent ne...

Adaptive selection of machine learning/deep learning model with opt...

Methods and systems for training HVAC control using simulated and r...

Adaptive training and deployment of single chiller and clustered ch...

Building system with adaptive fault detection

Building management system with dynamic energy prediction model upd...

Building management autonomous HVAC control using reinforcement lea...

Building management HVAC control using user voice feedback

Patents Applicationslast 30 patents

BUILDING SYSTEM WITH MULTI-TIERED MODEL BASED OPTIMIZATION FOR VENT...

ADAPTIVE SELECTION OF MACHINE LEARNING/DEEP LEARNING MODEL WITH OPT...

METHODS AND SYSTEMS FOR TRAINING BUILDING CONTROL USING SIMULATED A...

ADAPTIVE TRAINING AND DEPLOYMENT OF SINGLE DEVICE AND CLUSTERED DEV...

BUILDING CONTROL SYSTEM USING REINFORCEMENT LEARNING

METHODS AND SYSTEMS FOR TRAINING HVAC CONTROL USING SIMULATED AND R...

METHODS AND SYSTEMS FOR TRAINING HVAC CONTROL USING SURROGATE MODEL

BUILDING SYSTEM WITH EARLY FAULT DETECTION

BUILDING SYSTEM WITH ADAPTIVE FAULT DETECTION

ROBUST FAULT DETECTION AND DIAGNOSIS BY CONSTRUCTING AN ENSEMBLE OF...

BUILDING MANAGEMENT SYSTEM WITH DYNAMIC ENERGY PREDICTION MODEL UPD...

BUILDING SYSTEM WITH MODEL TRAINING TO HANDLE SELECTIVE FORECAST DATA

BUILDING SYSTEM WITH PROBABILISTIC FORECASTING USING A RECURRENT NE...

BUILDING SYSTEM WITH SELECTIVE USE OF DATA FOR PROBABILISTIC FORECA...

ADAPTIVE SELECTION OF MACHINE LEARNING/DEEP LEARNING MODEL WITH OPT...

ADAPTIVE TRAINING AND DEPLOYMENT OF SINGLE CHILLER AND CLUSTERED CH...

AUTOMATIC THRESHOLD SELECTION OF MACHING LEARNING/DEEP LEARNING MOD...

BUILDING MANAGEMENT AUTONOMOUS HVAC CONTROL USING REINFORCEMENT LEA...

BUILDING MANAGEMENT HVAC CONTROL USING HUMAN SENSORS