Helia Zandi

1.0k total citations
43 papers, 701 citations indexed

About

Helia Zandi is a scholar working on Electrical and Electronic Engineering, Building and Construction and Control and Systems Engineering. According to data from OpenAlex, Helia Zandi has authored 43 papers receiving a total of 701 indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Electrical and Electronic Engineering, 24 papers in Building and Construction and 17 papers in Control and Systems Engineering. Recurrent topics in Helia Zandi's work include Smart Grid Energy Management (38 papers), Building Energy and Comfort Optimization (24 papers) and Energy Efficiency and Management (12 papers). Helia Zandi is often cited by papers focused on Smart Grid Energy Management (38 papers), Building Energy and Comfort Optimization (24 papers) and Energy Efficiency and Management (12 papers). Helia Zandi collaborates with scholars based in United States. Helia Zandi's co-authors include Fangxing Li, Yan Du, Kuldeep Kurte, Kadir Amasyali, Peter L. Munk, Olivera Kotevska, Michael Starke, Jin Dong, Xiao Kou and Yaosuo Xue and has published in prestigious journals such as Applied Energy, IEEE Transactions on Power Systems and IEEE Access.

In The Last Decade

Helia Zandi

38 papers receiving 681 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Helia Zandi United States 12 502 362 201 117 76 43 701
Tianshu Wei United States 10 372 0.7× 314 0.9× 156 0.8× 97 0.8× 71 0.9× 16 560
Silvio Brandi Italy 12 416 0.8× 468 1.3× 137 0.7× 147 1.3× 82 1.1× 18 737
Fred Spiessens Belgium 14 471 0.9× 272 0.8× 317 1.6× 96 0.8× 49 0.6× 29 736
Rongxin Yin China 13 564 1.1× 295 0.8× 234 1.2× 179 1.5× 72 0.9× 27 717
Anthony Kelman United States 8 215 0.4× 448 1.2× 296 1.5× 105 0.9× 87 1.1× 10 609
Ángel Zorita-Lamadrid Spain 10 372 0.7× 217 0.6× 160 0.8× 93 0.8× 46 0.6× 33 561
Jingran Ma United States 8 306 0.6× 392 1.1× 311 1.5× 129 1.1× 101 1.3× 9 628
Michaela Killian Austria 12 314 0.6× 516 1.4× 295 1.5× 167 1.4× 98 1.3× 19 698
Vikas Chandan United States 12 262 0.5× 258 0.7× 100 0.5× 84 0.7× 31 0.4× 49 423
Davy Geysen Belgium 8 387 0.8× 232 0.6× 103 0.5× 122 1.0× 35 0.5× 13 462

Countries citing papers authored by Helia Zandi

Since Specialization
Citations

This map shows the geographic impact of Helia Zandi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Helia Zandi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Helia Zandi more than expected).

Fields of papers citing papers by Helia Zandi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Helia Zandi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Helia Zandi. The network helps show where Helia Zandi may publish in the future.

Co-authorship network of co-authors of Helia Zandi

This figure shows the co-authorship network connecting the top 25 collaborators of Helia Zandi. A scholar is included among the top collaborators of Helia Zandi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Helia Zandi. Helia Zandi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Yoon, Yeobeom, Kadir Amasyali, Yanfei Li, et al.. (2024). Energy performance evaluation of the ASHRAE Guideline 36 control and reinforcement learning–based control using field measurements. Energy and Buildings. 325. 115005–115005. 1 indexed citations
2.
Amasyali, Kadir, Yan Liu, & Helia Zandi. (2024). A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 241. 1–5. 2 indexed citations
3.
Amasyali, Kadir, Kuldeep Kurte, Helia Zandi, & Peter L. Munk. (2023). Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 1–5. 3 indexed citations
4.
Winstead, Chris, et al.. (2023). Evidence of Residential Demand Flexibility in a 46 Townhome Neighborhood. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 1–5. 3 indexed citations
5.
Munk, Peter L., et al.. (2023). Experimental Evidence on Latency in a Fleet of Controllable Water Heaters. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 1–5.
6.
Winstead, Chris, et al.. (2023). Findings from Design and Operation of Connected Neighborhoods. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 1–5. 1 indexed citations
7.
Munk, Peter L., et al.. (2023). The Empirical Effect of Fleet Optimization on Synchronization and Rebound Effects in Heat Pump Water Heaters. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 460–464.
8.
Amasyali, Kadir, et al.. (2023). Anomaly detection for MPC forecast in Fleet of Water Heaters. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 249–256. 1 indexed citations
9.
Munk, Peter L., et al.. (2023). Using Synchronization as an Indicator of Controllability in a Fleet of Water Heaters. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 9. 1–6.
10.
Kou, Xiao, Yan Du, Fangxing Li, et al.. (2021). Model-Based and Data-Driven HVAC Control Strategies for Residential Demand Response. IEEE Open Access Journal of Power and Energy. 8. 186–197. 42 indexed citations
11.
Kurte, Kuldeep, Kadir Amasyali, Peter L. Munk, & Helia Zandi. (2021). Comparative analysis of model-free and model-based HVAC control for residential demand response. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 309–313. 11 indexed citations
12.
Lee, Sangkeun, Michael Starke, Junghoon Chae, et al.. (2021). Data Analysis Approach for Large Data Volumes in a Connected Community. 192. 1–5. 2 indexed citations
13.
Amasyali, Kadir, Peter L. Munk, Kuldeep Kurte, Teja Kuruganti, & Helia Zandi. (2021). Deep Reinforcement Learning for Autonomous Water Heater Control. Buildings. 11(11). 548–548. 17 indexed citations
14.
Du, Yan, Fangxing Li, Peter L. Munk, et al.. (2020). Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control. Electric Power Systems Research. 192. 106959–106959. 55 indexed citations
15.
Kou, Xiao, Fangxing Li, Jin Dong, et al.. (2020). A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs Using Alternating Direction Method of Multipliers (ADMM). IEEE Transactions on Smart Grid. 11(6). 4871–4882. 72 indexed citations
16.
Kou, Xiao, Fangxing Li, Jin Dong, et al.. (2020). A Comprehensive Scheduling Framework Using SP-ADMM for Residential Demand Response With Weather and Consumer Uncertainties. IEEE Transactions on Power Systems. 36(4). 3004–3016. 47 indexed citations
17.
Zandi, Helia, et al.. (2020). An automatic learning framework for smart residential communities. International Journal of Smart Grid and Clean Energy. 485–494. 3 indexed citations
18.
Chen, Yang, Xiao Kou, Mohammed M. Olama, et al.. (2020). Bi-Level Optimization for Electricity Transaction in Smart Community With Modular Pump Hydro Storage. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 3 indexed citations
19.
Kurte, Kuldeep, Peter L. Munk, Olivera Kotevska, et al.. (2020). Evaluating the Adaptability of Reinforcement Learning Based HVAC Control for Residential Houses. Sustainability. 12(18). 7727–7727. 42 indexed citations
20.
Zandi, Helia, Michael Starke, & Teja Kuruganti. (2018). An Implementation for Transforming a Home Energy Management System to a Multi-agent System. Syracuse University Libraries (Syracuse University). 505–510. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Tianshu Wei Breakdown of academic impact, for papers by Silvio Brandi Breakdown of academic impact, for papers by Fred Spiessens Breakdown of academic impact, for papers by Rongxin Yin Breakdown of academic impact, for papers by Anthony Kelman Breakdown of academic impact, for papers by Ángel Zorita-Lamadrid Breakdown of academic impact, for papers by Jingran Ma Breakdown of academic impact, for papers by Michaela Killian Breakdown of academic impact, for papers by Vikas Chandan Breakdown of academic impact, for papers by Davy Geysen
Rankless by CCL
2026