Jeffrey Munk - RankMe

16 papers C 1Journal 2Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities. ISGT Viswadeep Lebakula, Eve Tsybina, Justin M. Hill, Jeffrey Munk, Helia Zandi
2024	—	`conf`	Structural Differences between Morning and Evening Peak in Optimized Water Heaters. ISGT Eve Tsybina, Viswadeep Lebakula, Justin M. Hill, Jeffrey Munk, Helia Zandi
2023	C	`conf`	Anomaly detection for MPC forecast in Fleet of Water Heaters. ICMLA Viswadeep Lebakula, Eve Tsybina, Kadir Amasyali, Justin M. Hill, Jeffrey Munk, Helia Zandi
2023	—	`conf`	Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings. ISGT Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
2023	—	`conf`	Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. ISGT Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk
2022	—	`conf`	Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. BuildSys Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
2022	—	`conf`	Hierarchical Model-Free Transactive Control of Residential Building Loads: An Actual Deployment. ISGT Kadir Amasyali, Christopher Winstead, Yang Chen, Jeffrey Munk, Mohammed M. Olama, Justin M. Hill
2021	—	`conf`	A Real-time Agent Based Optimization and Control Approach for Residential Building Heating Ventilation and Air Conditioning Systems. ISGT J. Hall, Michael R. Starke, Jeffrey Munk, Helia Zandi, Supriya Chinthavali, Varisara Tansakul, P. Teja Kuruganti, Heather Buckberry
2021	—	`conf`	Comparative analysis of model-free and model-based HVAC control for residential demand response. BuildSys Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
2021	—	`conf`	Data Analysis Approach for Large Data Volumes in a Connected Community. ISGT Supriya Chinthavali, SangKeun Lee, Michael R. Starke, Junghoon Chae, Varisara Tansakul, Jeffrey Munk, Helia Zandi, P. Teja Kuruganti, Heather Buckberry, Mahabir Bhandari, James Leverette
2021	—	`conf`	Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater. ISGT Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk, Olivera Kotevska, Robert W. Smith
2020	J	`jnl`	A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs Using Alternating Direction Method of Multipliers (ADMM). IEEE Trans. Smart Grid Xiao Kou, Fangxing Li, Jin Dong, Michael R. Starke, Jeffrey Munk, Yaosuo Xue, Mohammed M. Olama, Helia Zandi
2020	J	`jnl`	Aggregation and Data Driven Identification of Building Thermal Dynamic Model and Unmeasured Disturbance. CoRR Zhong Guo, Austin R. Coffman, Jeffrey Munk, Piljae Im, P. Teja Kuruganti, Prabir Barooah
2020	—	`conf`	Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control. IEEE BigData Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte, Yan Du, Kadir Amasyali, Robert W. Smith, Helia Zandi
2020	—	`conf`	Real-Time MPC for Residential Building Water Heater Systems to Support the Electric Grid. ISGT Michael R. Starke, Jeffrey Munk, Helia Zandi, P. Teja Kuruganti, Heather Buckberry, J. Hall, James Leverette
2019	—	`conf`	Identification of aggregate building thermal dynamic model and unmeasured internal heat load from data. CDC Zhong Guo, Austin R. Coffman, Jeffrey Munk, Piljae Im, Prabir Barooah