Building HVAC control with reinforcement learning for reduction of energy cost and demand charge
Jiang, Zhanhong, Risbeck, Michael J., Ramamurti, Vish, Murugesan, Sugumar, Amores, Jaume, Zhang, Chenlu, Lee, Young M., Drees, Kirk H.
Published in Energy and buildings (15.05.2021)
Published in Energy and buildings (15.05.2021)
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Journal Article
Deep Reinforcement Learning for Energy Cost Optimization in Building HVAC Systems
Jiang, Zhanhong, Risbeck, Michael J, Ramamurti, Vish, Murugesan, Sugumar, Amores, Jaume, Lee, Young M, Drees, Kirk H
Published in ASHRAE transactions (01.01.2021)
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Published in ASHRAE transactions (01.01.2021)
Journal Article
BUILDING SYSTEM WITH STRING MAPPING BASED ON A SEQUENCE TO SEQUENCE NEURAL NETWORK
Ramamurti, Vish, Lee, Young M, Borah, Surajit, Camilus, Santle, Jin, ZhongYi
Year of Publication 07.12.2023
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Year of Publication 07.12.2023
Patent
Building system with string mapping based on a sequence to sequence neural network
Ramamurti, Vish, Lee, Young M, Borah, Surajit, Camilus, Santle, Jin, ZhongYi
Year of Publication 04.07.2023
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Year of Publication 04.07.2023
Patent
BUILDING SYSTEM WITH A RECOMMENDATION ENGINE THAT OPERATES WITHOUT STARTING DATA
Ramamurti, Vish, Zhang, Chenlu, Lee, Young M, Zhao, Wenwen, Schuster, Kelsey Carle
Year of Publication 09.12.2021
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Year of Publication 09.12.2021
Patent
BUILDING SYSTEM WITH STRING MAPPING BASED ON A STATISTICAL MODEL
Ramamurti, Vish, Lee, Young M, Borah, Surajit, Camilus, Santle, Jin, ZhongYi, Koh, Jason B
Year of Publication 02.12.2021
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Year of Publication 02.12.2021
Patent
BUILDING SYSTEM WITH STRING MAPPING BASED ON A SEQUENCE TO SEQUENCE NEURAL NETWORK
Ramamurti, Vish, Lee, Young M, Borah, Surajit, Camilus, Santle, Jin, ZhongYi
Year of Publication 02.12.2021
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Year of Publication 02.12.2021
Patent
SYSTEMS AND METHODS FOR MAPPING A BUILDING SCHEMA INTO A GRAPH DATA SCHEMA
Park, Youngchoon, Ramamurti, Vish, Sinha, Sudhi R, Lee, Young M, Zhou, Simin, Jin, Zhongyi, Koh, Jason B
Year of Publication 30.04.2020
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Year of Publication 30.04.2020
Patent
Initial implementations of point-to-point Ethernet over SONET/SDH transport
Ramamurti, V., Siwko, J., Young, G., Pepe, M.
Published in IEEE communications magazine (01.03.2004)
Published in IEEE communications magazine (01.03.2004)
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Magazine Article