Helia Zandi

20 papers B 2C 1Journal 3Unranked 14
YearRankTypeTitle / Venue / Authors
2024 — conf
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings.
ISGT
Kadir Amasyali, Yan Liu, Helia Zandi
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 B conf
Cyber Framework for Steering and Measurements Collection Over Instrument-Computing Ecosystems.
SMARTCOMP
Anees Al-Najjar, Nageswara S. V. Rao, Ramanan Sankaran, Helia Zandi, Debangshu Mukherjee, Maxim A. Ziatdinov, Craig Bridges
2023 J jnl
Cyber Framework for Steering and Measurements Collection Over Instrument-Computing Ecosystems.
CoRR
Anees Al-Najjar, Nageswara S. V. Rao, Ramanan Sankaran, Helia Zandi, Debangshu Mukherjee, Maxim A. Ziatdinov, Craig Bridges
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
Evidence of Residential Demand Flexibility in a 46 Townhome Neighborhood.
ISGT
Eve Tsybina, Christopher Winstead, Justin M. Hill, Helia Zandi, P. Teja Kuruganti
2023 J jnl
Optimal Operation of Integrated PV and Energy Storage Considering Multiple Operational Modes With a Real-World Case Study.
IEEE Access
Helia Zandi, Michael R. Starke, Christopher Winstead, P. Teja Kuruganti, Justin M. Hill, Fangxing Li
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 B conf
Virtual Infrastructure Twins: Software Testing Platforms for Computing-Instrument Ecosystems.
SMC
Nageswara S. V. Rao, Anees Al-Najjar, Helia Zandi, Ramanan Sankaran, Susan E. Hicks, Kevin Roccapriore, Debangshu Mukherjee
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 — 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
2013 — conf
PReach: Reachability in Probabilistic Signaling Networks.
BCB
Haitham Gabr, Andrei Todor, Helia Zandi, Alin Dobra, Tamer Kahveci