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Amin Moazami

SINTEF Community

SCHOLARLY PAPERS

4

DOWNLOADS

174

TOTAL CITATIONS

2

Scholarly Papers (4)

1.

Reinforcement Learning-Based Energy Management System for Optimal Distributed Energy Resources Control Policies in Smart Microgrids

Number of pages: 9 Posted: 07 Dec 2023
Norwegian University of Science and Technology (NTNU), affiliation not provided to SSRN, Norwegian University of Science and Technology (NTNU), SINTEF Community, Department of Energy, Politecnico di Milano and University of Texas at Austin
Downloads 77 (823,616)
Citation 2

Abstract:

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Reinforcement Learning, Soft Actor Critic, Energy Management System, Smart Microgrid, Distributed Energy Resources, Electric Vehicles

Experimental Insights on Cirlem: Enhancing Energy Efficiency and Flexibility in Buildings

Number of pages: 45 Posted: 23 Jun 2025
Norwegian University of Science and Technology (NTNU), The Cyprus Institute, University Grenoble Alpes, Lund University, Polytechnic University of Milan, Centre Scientifique et Technique du Bâtiment, Centre Scientifique et Technique du Bâtiment, SINTEF Community, University Grenoble Alpes, University Grenoble Alpes, University of Insubria, Norwegian University of Science and Technology (NTNU) and Lund University
Downloads 19 (1,513,226)

Abstract:

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energy flexibility, Decentralized control, Reinforcement learning, Human-centric design, Experimental evaluation

3.

A Hierarchical Energy Management System for a Cluster of Buildings: Reinforcement Learning and Model Predictive Control (RL-MPC) Approach

Number of pages: 30 Posted: 09 Sep 2025
Norwegian University of Science and Technology (NTNU), The Cyprus Institute, SINTEF Community and Norwegian University of Science and Technology (NTNU)
Downloads 50 (1,063,489)

Abstract:

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Reinforcement learning, model predictive control, energy management system, long-short-term memory, occupant comfort, solar self-consumption, thermal resilience.

4.

Offered Flexibility Estimation for Different Categories of Commercial Buildings: Assessing the Performance of Machine Learning-Based Baseload Prediction Pipelines with Sliding-Window Training Scheme

Number of pages: 28 Posted: 30 Mar 2023
Norwegian University of Science and Technology (NTNU), Polytechnic of Milan, Department of Energy, Politecnico di Milano, SINTEF Community and Polytechnic University of Milan
Downloads 28 (1,345,526)

Abstract:

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Baseline Prediction, Demand Flexibility, Commercial Buildings, machine learning, Smart meters, Sliding-Window Training, Pipeline Optimization