Amirhossein Heydarian Ardakani

According to our database, Amirhossein Heydarian Ardakani authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Data driven approach towards more efficient Newton-Raphson power flow calculation for distribution grids.

Shengyuan Yan, Farzad Vazinram, Zeynab Kaseb, Lindsay Spoor, Jochen Stiasny, Betul Mamudi, Amirhossein Heydarian Ardakani, Ugochukwu Orji, Pedro P. Vergara, Yu Xiang, Jerry Guo

CoRR, April, 2025

Probabilistic Forecast of EV Charging Demand using Quantile Regression and LSTM with Attention Mechanism.

Silvana Matrone, Amirhossein Heydarian Ardakani, Emanuele Ogliari, Elham Shirazi, Sonia Leva

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

Embedding Temporal Awareness in Reinforcement Learning Models for Energy System Control.

Amirhossein Heydarian Ardakani, Johann L. Hurink, Ian Gibson, Elham Shirazi

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2024

NARX Transformer: A Dynamic Model for Leveraging Multicycle Data in Long-Term Battery State of Health Estimation.

Amirhossein Heydarian Ardakani, Seyed Ali Abdollahian, Farzaneh Abdollahi

IEEE Trans. Instrum. Meas., 2024

Scalable Charging Optimization of Battery Energy Storage Systems with Deep Reinforcement Learning.

Amirhossein Heydarian Ardakani, Kianoush Aqabakee, Farzaneh Abdollahi, Elham Shirazi

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

2023

Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning.

Amin Jalal Aghdasian, Amirhossein Heydarian Ardakani, Kianoush Aqabakee, Farzaneh Abdollahi

CoRR, 2023