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Parisa Hajaligol

Norwegian University of Science and Technology (NTNU)

Høgskoleringen 7A

Trondheim, 7033

Norway

  • Norwegian University of Science and Technology (NTNU)

SCHOLARLY PAPERS

3

DOWNLOADS

225

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Enhancing Self-Consumption Ratio in a Smart Microgrid by Applying a Reinforcement Learning-Based Energy Management System

Number of pages: 19 Posted: 03 Jun 2024
Parisa Hajaligol, Kingsley Nweye, Mohammadreza Aghaei, Behzad Najafi, Amin Moazami and Zoltan Nagy
Norwegian University of Science and Technology (NTNU), affiliation not provided to SSRN, Norwegian University of Science and Technology (NTNU), Department of Energy, Politecnico di Milano, Norwegian University of Science and Technology (NTNU) and University of Texas at Austin
Downloads 98 (699,467)

Abstract:

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Reinforcement Learning (RL), Soft Actor-Critic (SAC), Energy Management System (EMS), Smart Microgrid (SMG), Distributed Energy Resources (DER), Electric Vehicle (EV).

2.

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

Number of pages: 9 Posted: 07 Dec 2023
Parisa Hajaligol, Kingsley Nweye, Mohammadreza Aghaei, Amin Moazami, Behzad Najafi and Zoltan Nagy
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

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
Parisa Hajaligol, Panayiotis Papadopoulos, Amin Moazami and Mohammadreza Aghaei
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.