Projects per year
Overview
Education/Academic qualification
Eng-Computer, Doctorate Degree
Fingerprint
Dive into the research topics where Helia Zandi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
Projects
- 1 Finished
-
Scalable Load Management Using Reinforcement Learning
Zandi, H. (PI)
Office of Energy Efficiency and Renewable Energy
10/1/18 → 09/30/21
Project: Research
-
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings
Amasyali, K., Liu, Y. & Zandi, H., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities
Lebakula, V., Tsybina, E., Hill, J., Munk, J. & Zandi, H., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Energy performance evaluation of the ASHRAE Guideline 36 control and reinforcement learning–based control using field measurements
Yoon, Y., Amasyali, K., Li, Y., Im, P., Bae, Y., Liu, Y. & Zandi, H., Dec 15 2024, In: Energy and Buildings. 325, 115005.Research output: Contribution to journal › Article › peer-review
-
Structural Differences between Morning and Evening Peak in Optimized Water Heaters
Tsybina, E., Lebakula, V., Hill, J., Munk, J. & Zandi, H., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Synchronization and Rebound Effects in Residential Loads
Agah, N., Tsybina, E., Lebakula, V., Hill, J., Munk, J. & Zandi, H., 2024, In: IEEE Open Access Journal of Power and Energy. 11, p. 676-689 14 p.Research output: Contribution to journal › Article › peer-review
Open Access