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Jeffrey Munk
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2020 – today
- 2024
- [c14]Viswadeep Lebakula
, Eve Tsybina, Justin M. Hill, Jeffrey Munk, Helia Zandi
Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities. ISGT 2024: 1-5 - [c13]Eve Tsybina, Viswadeep Lebakula
Structural Differences between Morning and Evening Peak in Optimized Water Heaters. ISGT 2024: 1-5 - 2023
- [c12]Viswadeep Lebakula
Anomaly detection for MPC forecast in Fleet of Water Heaters. ICMLA 2023: 249-256 - [c11]Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi
Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. ISGT 2023: 1-5 - [c10]Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings. ISGT 2023: 1-5 - 2022
- [c9]Kadir Amasyali, Christopher Winstead, Yang Chen
Hierarchical Model-Free Transactive Control of Residential Building Loads: An Actual Deployment. ISGT 2022: 1-5 - [c8]Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. BuildSys 2022: 479-483 - 2021
- [c7]Kadir Amasyali, Kuldeep R. Kurte
Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater. ISGT 2021: 1-5 - [c6]Supriya Chinthavali, Sangkeun Lee, Michael R. Starke, Junghoon Chae, Varisara Tansakul, Jeffrey Munk, Helia Zandi
Data Analysis Approach for Large Data Volumes in a Connected Community. ISGT 2021: 1-5 - [c5]J. Hall, Michael R. Starke, Jeffrey Munk, Helia Zandi
A Real-time Agent Based Optimization and Control Approach for Residential Building Heating Ventilation and Air Conditioning Systems. ISGT 2021: 1-5 - [c4]Kuldeep R. Kurte
Comparative analysis of model-free and model-based HVAC control for residential demand response. BuildSys 2021: 309-313 - 2020
- [j1]Xiao Kou
A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs Using Alternating Direction Method of Multipliers (ADMM). IEEE Trans. Smart Grid 11(6): 4871-4882 (2020) - [c3]Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte
Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control. IEEE BigData 2020: 1555-1564 - [c2]Michael R. Starke, Jeffrey Munk, Helia Zandi
Real-Time MPC for Residential Building Water Heater Systems to Support the Electric Grid. ISGT 2020: 1-5 - [i1]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 abs/2001.09141 (2020)
2010 – 2019
- 2019
- [c1]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: 2958-2963
Coauthor Index
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