RL-HEMS: Reinforcement Learning-Based Home Energy Management System for HVAC Energy Optimization (OR-20-C051)

Olivera Kotevska, Kuldeep Kurte, Jeffrey Munk, Travis Johnston, Evan Mckee, Kalyan Perumalla, Helia Zandi

February 2020

Type

Conference paper

Publication

2020 ASHRAE Winter Conference

https://ashraem.confex.com/ashraem/w20/meetingapp.cgi/Paper/26352

AI ML Reinforcement Learning Energy Grid

Kalyan Perumalla

Kalyan Perumalla is Founder and President of Discrete Computing, Inc. He led advanced research and development at ORNL and holds senior faculty appointments at UTK, GT, and UNL.

RL-HEMS: Reinforcement Learning-Based Home Energy Management System for HVAC Energy Optimization (OR-20-C051)

Kalyan Perumalla

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