Inventor · disambiguated record
Sugumar Murugesan
Also filed as: MURUGESAN SUGUMAR
22 granted patents·2 pending applications·34 citations·filing 2014–2023
92Inventor score
Files withJohnson Controls Tyco IP Holdings LLP15JOHNSON CONTROLS TECH CO3SUNPOWER CORP3ADAPTIVE SPECTRUM & SIGNAL ALIGNMENT INC1ASSIA SPE LLC1
Top patents by PatentIndex Score
24 records- 0194US11243523B2Building system with adaptive fault detectionJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Feb 8, 2022·17 cites·20 claims
- 0285US12032344B2Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected equipmentTYCO FIRE & SECURITY GMBH·Filed 2023·Granted Jul 9, 2024·0 cites·20 claims
- 0382US10512000B2Method and apparatus for predicting successful DSL line optimizationADAPTIVE SPECTRUM & SIGNAL ALIGNMENT INC·Filed 2014·Granted Dec 17, 2019·5 cites·13 claims
- 0481US11886153B2Building control system using reinforcement learningJohnson Controls Tyco IP Holdings LLP·Filed 2021·Granted Jan 30, 2024·1 cites·20 claims
- 0581US11188039B2Building management system with dynamic energy prediction model updatesJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Nov 30, 2021·2 cites·20 claims
- 0680US11747776B2Adaptive training and deployment of single device and clustered device fault detection models for connected equipmentJohnson Controls Tyco IP Holdings LLP·Filed 2022·Granted Sep 5, 2023·0 cites·20 claims
- 0777US11474485B2Adaptive training and deployment of single chiller and clustered chiller fault detection models for connected chillersJohnson Controls Tyco IP Holdings LLP·Filed 2018·Granted Oct 18, 2022·2 cites·20 claims
- 0876US11859847B2Methods and systems for training building control using simulated and real experience dataJohnson Controls Tyco IP Holdings LLP·Filed 2022·Granted Jan 2, 2024·0 cites·20 claims
- 0976US11525596B2Methods and systems for training HVAC control using simulated and real experience dataJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Dec 13, 2022·1 cites·26 claims
- 1076US11322945B2Energy flow prediction for electric systems including photovoltaic solar systemsSUNPOWER CORP·Filed 2019·Granted May 3, 2022·2 cites·17 claims
- 1172US10523010B2Energy flow prediction for electric systems including photovoltaic solar systemsSUNPOWER CORP·Filed 2016·Granted Dec 31, 2019·2 cites·20 claims
- 1269US11531919B2Building system with probabilistic forecasting using a recurrent neural network sequence to sequence modelJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Dec 20, 2022·1 cites·20 claims
- 1367US11803743B2Building system with model training to handle selective forecast dataJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Oct 31, 2023·1 cites·18 claims
- 1466US11604441B2Automatic threshold selection of machine learning/deep learning model for anomaly detection of connected chillersJohnson Controls Tyco IP Holdings LLP·Filed 2018·Granted Mar 14, 2023·0 cites·20 claims
- 1563US11122466B2Method and apparatus for predicting successful DSL line optimizationASSIA SPE LLC·Filed 2019·Granted Sep 14, 2021·0 cites·11 claims
- 1657US11531310B2Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected chillersJohnson Controls Tyco IP Holdings LLP·Filed 2018·Granted Dec 20, 2022·0 cites·20 claims
- 1755US11573540B2Methods and systems for training HVAC control using surrogate modelJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Feb 7, 2023·0 cites·22 claims
- 1854US11636310B2Building system with selective use of data for probabilistic forecastingJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Apr 25, 2023·0 cites·20 claims
- 1954US10852023B2Building management autonomous HVAC control using reinforcement learning with occupant feedbackJOHNSON CONTROLS TECH CO·Filed 2018·Granted Dec 1, 2020·0 cites·20 claims
- 2053US12282883B2Robust fault detection and diagnosis by constructing an ensemble of detectorsJOHNSON CONTROLS TECH CO·Filed 2019·Granted Apr 22, 2025·0 cites·28 claims
- 2152US2024019158A1Building system with multi-tiered model based optimization for ventilation and setpoint controlJohnson Controls Tyco IP Holdings LLP·Filed 2021·Application pending·0 cites
- 2250US11719451B2Building system with early fault detectionJohnson Controls Tyco IP Holdings LLP·Filed 2019·Granted Aug 8, 2023·0 cites·20 claims
- 2348US10845081B2Building management HVAC control using user voice feedbackJOHNSON CONTROLS TECH CO·Filed 2018·Granted Nov 24, 2020·0 cites·20 claims
- 2441US2018238572A1Modeling and controlling heating, ventilation, and air conditioning systemsSUNPOWER CORP·Filed 2017·Application pending·0 cites
Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →