Inventor · Santa Clara, CA, US

Sugumar Murugesan

22Patents
2h-index
14Co-inventors
46Inventor score

Filing activity: Dec 4, 2014 → Jul 6, 2023

Most-cited inventions

PatentTitleAreaCited byStatus
US11243523B2 Building system with adaptive fault detection Physics 17 Active
US10512000B2 Method and apparatus for predicting successful DSL line optimization Electricity 4 Active
US11322945B2 Energy flow prediction for electric systems including photovoltaic solar systems Emerging Cross-Sectional Technologies 2 Active
US10523010B2 Energy flow prediction for electric systems including photovoltaic solar systems Emerging Cross-Sectional Technologies 2 Active
US11474485B2 Adaptive training and deployment of single chiller and clustered chiller fault detection models for connected chillers Physics 1 Active
US11525596B2 Methods and systems for training HVAC control using simulated and real experience data Physics 1 Active
US11188039B2 Building management system with dynamic energy prediction model updates Physics 1 Active
US12282883B2 Robust fault detection and diagnosis by constructing an ensemble of detectors Physics 0 Active
US10852023B2 Building management autonomous HVAC control using reinforcement learning with occupant feedback Physics 0 Active
US11886153B2 Building control system using reinforcement learning Emerging Cross-Sectional Technologies 0 Active
US11636310B2 Building system with selective use of data for probabilistic forecasting Physics 0 Active
US11859847B2 Methods and systems for training building control using simulated and real experience data Physics 0 Active
US12032344B2 Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected equipment Physics 0 Active
US11573540B2 Methods and systems for training HVAC control using surrogate model Physics 0 Active
US11719451B2 Building system with early fault detection Emerging Cross-Sectional Technologies 0 Active
US11604441B2 Automatic threshold selection of machine learning/deep learning model for anomaly detection of connected chillers Physics 0 Active
US11531310B2 Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected chillers Physics 0 Active
US11747776B2 Adaptive training and deployment of single device and clustered device fault detection models for connected equipment Physics 0 Active
US11803743B2 Building system with model training to handle selective forecast data Physics 0 Active
US11531919B2 Building system with probabilistic forecasting using a recurrent neural network sequence to sequence model Emerging Cross-Sectional Technologies 0 Active
US11122466B2 Method and apparatus for predicting successful DSL line optimization Electricity 0 Active
US10845081B2 Building management HVAC control using user voice feedback Physics 0 Active

Source: USPTO / EPO open patent data. Inventor disambiguation is heuristic; counts are objective bibliographic measures.