Dr.ir. E. Shirazi | People pages: Vind een medewerker en alle contactgegevens

Expertises

Computer Science
- Models
- Distribution System
- Parking Station
Engineering
- Energy Management
- Lstm
- Electricity Cost
- Electric Vehicle
- Long Short-Term Memory

Organisaties

Publicaties

2026

MDN-MPC: Learning EV Charging Behavior with Mixture Density Networks for Controlling PV Charging Stations (2026)IEEE Transactions on Transportation Electrification (E-pub ahead of print/First online). Ardakani, A. H., Nijenhuis, B., Hurink, J., Gibson, I. & Shirazi, E.https://doi.org/10.1109/TTE.2026.3656021

2025

Multi-temporal PV power prediction using long short-term memory and wavelet packet decomposition (2025)Energy and AI, 21. Article 100540. Sardarabadi, A., Heydarian Ardakani, A., Matrone, S., Ogliari, E. & Shirazi, E.https://doi.org/10.1016/j.egyai.2025.100540Probabilistic Forecast of EV Charging Demand using Quantile Regression and LSTM with Attention Mechanism (2025)In E-ENERGY '25: Proceedings of the 2025 16th ACM International Conference on Future and Sustainable Energy Systems (pp. 1005-1007) (E-ENERGY Conference Proceedings; Vol. 2025). Association for Computing Machinery, Inc. Matrone, S., Heydarian Ardakani, A., Ogliari, E., Shirazi, E. & Leva, S.https://doi.org/10.1145/3679240.3734687Embedding Temporal Awareness in Reinforcement Learning Models for Energy System Control (2025)In E-ENERGY 2025 - Proceedings of the 2025 16th ACM International Conference on Future and Sustainable Energy Systems (pp. 1002-1004). Association for Computing Machinery. Ardakani, A. H., Hurink, J., Gibson, I. & Shirazi, E.https://doi.org/10.1145/3679240.3734686Bi-level Optimization of Mobile Energy Storage System Allocation and Scheduling for Grid Stability and Peak Load Reduction (2025)In 2024 IEEE 8th Conference on Energy Internet and Energy System Integration, EI2 2024 (pp. 1077-1082). IEEE. Verhoef, P. B. C., Ahmadi, B. & Shirazi, E.https://doi.org/10.1109/EI264398.2024.10991884Scalable Charging Optimization of Battery Energy Storage Systems with Deep Reinforcement Learning (2025)In IEEE PES Innovative Smart Grid Technologies Europe, ISGT EUROPE 2024. IEEE. Ardakani, A. H., Aqabakee, K., Abdollahi, F. & Shirazi, E.https://doi.org/10.1109/ISGTEUROPE62998.2024.10863295PV on façades: A financial, technical and environmental assessment (2025)Energy and buildings, 328. Article 115010. Schram, W. L. & Shirazi, E.https://doi.org/10.1016/j.enbuild.2024.115010Conceptual Designs for Innovative Applications of Free-Space Luminescent Solar Concentrators (2025)[Contribution to conference › Poster] 53rd IEEE Photovoltaic Specialists Conference. Shirazi, E., Westerhof, J., Cabrera, M. D. & Saive, R.

2024

Sky Images for Short-Term Solar Irradiance Forecast: A Comparative Study of Linear Machine Learning Models (2024)IEEE journal of photovoltaics, 14(4), 691-698. Shirazi, E., Gordon, I., Reinders, A. & Catthoor, F.https://doi.org/10.1109/JPHOTOV.2024.3398365Model Tuning and Performance Evaluation in Machine Learning Models for PV Power Forecasting: Case Study of a BIPV System in Switzerland (2024)In 2024 IEEE 52nd Photovoltaic Specialist Conference (PVSC) (pp. 438-442). Article 10748823. IEEE. Shirazi, E. & Quest, H.https://doi.org/10.1109/PVSC57443.2024.10748823

Onderzoeksprofielen

Verbonden aan opleidingen

Vakken collegejaar 2025/2026

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.