Nastaran Gholizadeh
Nastaran Gholizadeh
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Federated learning with hyperparameter-based clustering for electrical load forecasting
N Gholizadeh, P Musilek
Internet of Things 17, 100470, 2022
Enhancement of demand supply’s security using power to gas technology in networked energy hubs
N Gholizadeh, MJ Vahid-Pakdel, B Mohammadi-Ivatloo
International Journal of Electrical Power & Energy Systems 109, 83-94, 2019
Fair-optimal bilevel transactive energy management for community of microgrids
N Gholizadeh, M Abedi, H Nafisi, M Marzband, A Loni, GA Putrus
IEEE Systems Journal 16 (2), 2125-2135, 2021
An innovative energy management framework for cooperative operation management of electricity and natural gas demands
N Gholizadeh, GB Gharehpetian, M Abedi, H Nafisi, M Marzband
Energy Conversion and Management 200, 112069, 2019
Optimal placement of fuses and switches in active distribution networks using value-based MINLP
N Gholizadeh, SH Hosseinian, M Abedi, H Nafisi, P Siano
Reliability Engineering & System Safety 217, 108075, 2022
A comparative study of reinforcement learning algorithms for distribution network reconfiguration with deep Q-learning-based action sampling
N Gholizadeh, N Kazemi, P Musilek
IEEE Access 11, 13714-13723, 2023
Distributed learning applications in power systems: A review of methods, gaps, and challenges
N Gholizadeh, P Musilek
Energies 14 (12), 3654, 2021
Selective microwave zeroth-order resonator sensor aided by machine learning
N Kazemi, N Gholizadeh, P Musilek
Sensors 22 (14), 5362, 2022
Characterization, hydraulic stimulation, and fluid circulation experiments in the Bedretto Underground Laboratory for Geosciences and Geoenergies
M Hertrich, B Brixel, K Broeker, T Driesner, N Gholizadeh, D Giardini, ...
ARMA US Rock Mechanics/Geomechanics Symposium, ARMA-2021-1895, 2021
Ultra-wideband electromagnetic detection of biological cells
N Gholizadeh, X Ma, H Li, X Du, Y Ning, V Gholizadeh, X Cheng, ...
2017 89th ARFTG Microwave Measurement Conference (ARFTG), 1-4, 2017
One resistor and two capacitors: An electrical engineer's simple view of a biological cell
X Ma, X Du, N Gholizadeh, V Gholizadeh, H Li, X Cheng, JCM Hwang
2017 IEEE MTT-S International Microwave Workshop Series on Advanced …, 2017
Optimization of Day Ahead Distributed Intelligent Decision-Making for a Multi-Microgrid System
N Gholizadeh, M Abedi, H Nafisi, H Askarian-Abyaneh, M Marzband
2018 Smart Grid Conference (SGC), 1-6, 2019
Explainable reinforcement learning for distribution network reconfiguration
N Gholizadeh, P Musilek
Energy Reports 11, 5703-5715, 2024
A Generalised Deep Reinforcement Learning Model for Distribution Network Reconfiguration with Powerflow-Based Action Space Sampling
N Gholizadeh, P Musilek
Available at SSRN 4819143, 2023
Daily electric vehicle charging dataset for training reinforcement learning algorithms
N Gholizadeh, P Musilek
Data in Brief, 110587, 2024
Reinforcement Learning For Adaptive Distribution Network Reconfiguration
N Gholizadeh
Learning-Based Energy Management System for Scheduling of Appliances inside Smart Homes
N Gholizadeh, M Abedi, H Nafisi, M Marzband
AUT Journal of Electrical Engineering, 2019
Increasing EV Integration with Reinforcement Learning and Distribution Network Reconfiguration
N Gholizadeh, P Musilek
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