Austin R. Coffman

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 21

Top Topics

Optimal Control

Brownian Motion

Top Venues

BuildSys@SenSys

Publications

Joseph Rosenberger, Zhong Guo, Austin R. Coffman, Duzgun Agdas, Prabir Barooah
An Open-Source Platform for Indoor Environment Monitoring with Participatory Comfort Sensing. Sensors 23 (1) (2023)
Zhong Guo, Aditya Chaudhari, Austin R. Coffman, Prabir Barooah
Optimal Control of District Cooling Energy Plant with Reinforcement Learning and MPC. CoRR (2023)
Austin R. Coffman, Ana Busic, Prabir Barooah
A unified framework for coordination of thermostatically controlled loads. Autom. 152 (2023)
Austin R. Coffman, Surya Chandan Dhulipala, Prabir Barooah
Flexibility capacity of thermostatically controlled loads in a distribution network. ACC (2022)
Zhong Guo, Austin R. Coffman, Prabir Barooah
Reinforcement Learning for Optimal Control of a District Cooling Energy Plant. ACC (2022)
Zhong Guo, Austin R. Coffman, Prabir Barooah
Reinforcement Learning for Optimal Control of a District Cooling Energy Plant. CoRR (2022)
Austin R. Coffman, Ana Busic, Prabir Barooah
A unified framework for coordination of thermostatically controlled loads. CoRR (2021)
Austin R. Coffman, Ana Busic, Prabir Barooah
Control-oriented modeling of TCLs. ACC (2021)
Austin R. Coffman, Prabir Barooah
A model-free method for learning flexibility capacity of loads providing grid support. ACC (2021)
Zhong Guo, Austin R. Coffman, Jeffrey Munk, Piljae Im, P. Teja Kuruganti, Prabir Barooah
Aggregation and Data Driven Identification of Building Thermal Dynamic Model and Unmeasured Disturbance. CoRR (2020)
Austin R. Coffman, Neil Cammardella, Prabir Barooah, Sean P. Meyn
Flexibility capacity of thermostatically controlled loads with cycling/lock-out constraints. ACC (2020)
Austin R. Coffman, Prabir Barooah
A model-free method for learning flexibility capacity of loads providing grid support. CoRR (2020)
Austin R. Coffman, Zhong Guo, Prabir Barooah
Characterizing capacity of flexible loads for providing grid support. CoRR (2020)
Austin R. Coffman, Matthew Hale, Prabir Barooah
Predictive resource allocation for flexible loads with local QoS. CoRR (2020)
Austin R. Coffman, Zhong Guo, Prabir Barooah
Capacity of flexible loads for grid support: statistical characterization for long term planning. ACC (2020)
Austin R. Coffman, Matthew Hale, Prabir Barooah
Resource allocation with local QoS: Flexible loads in the power grid. CCTA (2020)
Austin R. Coffman, Ana Busic, Prabir Barooah
Control oriented modeling of TCLs. CoRR (2020)
Austin R. Coffman, Neil Cammardella, Prabir Barooah, Sean P. Meyn
Aggregate capacity of TCLs with cycling constraints. CoRR (2019)
Zhong Guo, Austin R. Coffman, Jeffrey Munk, Piljae Im, Prabir Barooah
Identification of aggregate building thermal dynamic model and unmeasured internal heat load from data. CDC (2019)
Austin R. Coffman, Ana Busic, Prabir Barooah
Aggregate capacity for TCLs providing virtual energy storage with cycling constraints. CDC (2019)
Austin R. Coffman, Ana Busic, Prabir Barooah
Virtual energy storage from TCLs using QoS persevering local randomized control. BuildSys@SenSys (2018)