Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Artificial Intelligence Expert
- Energy, Sustainability, Environment and Circularity
- Smart and Service Industry
- Safe and Security
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Dive into the research topics where Elham Shirazi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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MDN-MPC: Learning EV Charging Behavior with Mixture Density Networks for Controlling PV Charging Stations
Ardakani, A. H., Nijenhuis, B., Hurink, J., Gibson, I. & Shirazi, E., 19 Jan 2026, (E-pub ahead of print/First online) In: IEEE Transactions on Transportation Electrification.Research output: Contribution to journal › Article › Academic › peer-review
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Bi-level Optimization of Mobile Energy Storage System Allocation and Scheduling for Grid Stability and Peak Load Reduction
Verhoef, P. B. C., Ahmadi, B. & Shirazi, E., 15 May 2025, 2024 IEEE 8th Conference on Energy Internet and Energy System Integration, EI2 2024. IEEE, p. 1077-1082 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Embedding Temporal Awareness in Reinforcement Learning Models for Energy System Control
Ardakani, A. H., Hurink, J., Gibson, I. & Shirazi, E., 16 Jun 2025, E-ENERGY 2025 - Proceedings of the 2025 16th ACM International Conference on Future and Sustainable Energy Systems. Association for Computing Machinery, p. 1002-1004 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Multi-temporal PV power prediction using long short-term memory and wavelet packet decomposition
Sardarabadi, A., Heydarian Ardakani, A., Matrone, S., Ogliari, E. & Shirazi, E., Sept 2025, In: Energy and AI. 21, 100540.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Citations (Scopus)19 Downloads (Pure) -
PV on façades: A financial, technical and environmental assessment
Schram, W. L. & Shirazi, E., 1 Feb 2025, In: Energy and buildings. 328, 115010.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Citations (Scopus)68 Downloads (Pure)