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Gholamreza Memarzadeh

ORCID: 0000-0002-2347-0721
Observed ORCID: 0000-0002-2347-0721
OpenAlex ID: A5081393323
A new short-term wind speed forecasting method based on fine-tuned LSTM neural network and optimal input sets
2020 · Gholamreza Memarzadeh, Farshid Keynia · Energy Conversion and Management · 331
Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm
2020 · Gholamreza Memarzadeh, Farshid Keynia · Electric Power Systems Research · 267
A new index‐based method for optimal DG placement in distribution networks
2020 · Gholamreza Memarzadeh, Farshid Keynia · Engineering Reports · 57
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Solar power generation forecasting by a new hybrid cascaded extreme learning method with maximum relevance interaction gain feature selection
2023 · Gholamreza Memarzadeh, Farshid Keynia · Energy Conversion and Management · 51
A new optimal energy storage system model for wind power producers based on long short term memory and Coot Bird Search Algorithm
2021 · Gholamreza Memarzadeh, Farshid Keynia · Journal of Energy Storage · 32
A new optimal allocation of DGs in distribution networks by using coot bird optimization method
2023 · Gholamreza Memarzadeh, Mohammadreza Arabzadeh, et al. · Energy Informatics · 26
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A new hybrid CBSA-GA optimization method and MRMI-LSTM forecasting algorithm for PV-ESS planning in distribution networks
2023 · Gholamreza Memarzadeh, Farshid Keynia · Journal of Energy Storage · 25
A new financial loss/gain wind power forecasting method based on deep machine learning algorithm by using energy storage system
2021 · Farshid Keynia, Gholamreza Memarzadeh · IET Generation Transmission & Distribution · 22
Using stacking ensemble learning to predict multi-step wind speed based on wavelet transformation, two-steps feature selection method, and neural networks
2024 · Faezeh Amirteimoury, Gholamreza Memarzadeh, et al. · Measurement · 16
A novel wind speed prediction model based on neural networks, wavelet transformation, mutual information, and coot optimization algorithm
2025 · Faezeh Amirteimoury, Farshid Keynia, et al. · Scientific Reports · 14
Interval prediction algorithm and optimal scenario making model for wind power producers bidding strategy
2021 · Azim Heydari, Gholamreza Memarzadeh, et al. · Optimization and Engineering · 11
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Optimal energy storage system management in an uncertain smartgrid
2025 · Gholamreza Memarzadeh, Hossein Noori, et al. · Journal of Energy Storage · 10
An electrical load forecasting model based on a novel closed loop neural networks and interaction gain feature selection
2025 · Gholamreza Memarzadeh, Faezeh Amirteimoury, et al. · Results in Engineering · 9
A Novel Multi-Scale Feature Attention Network-Based Prediction Model for the Accurate Forecasting of Photovoltaic Power Generation
2025 · Faezeh Amirteimoury, Gholamreza Memarzadeh, et al. · IEEE Access · 8
A new machine learning based optimal bidding strategy for virtual power plants with solar power generators
2025 · Gholamreza Memarzadeh, Azim Heydari, et al. · Energy Reports · 6
Voltage and reactive power control in distribution network considering optimal network configuration and voltage security constraints
2018 · Gholamreza Memarzadeh, Saeid Esmaeili · Scientia Iranica · 6
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Integrated planning and operation of distributed power generators and energy storages for active distribution networks by new ML-based two-level optimization model
2025 · Gholamreza Memarzadeh, Farshid Keynia, et al. · Results in Engineering · 2
A New Multi Deep Learning Technique With MR‐IG Input Selection Algorithm for Multi‐Step Wind Forecasting
2025 · Gholamreza Memarzadeh, Farshid Keynia · IET Renewable Power Generation · 2
MSMCFA-Net: A multi-scale multi-channel feature attention network for enhanced wind speed forecasting in renewable energy systems
2026 · Hossein Noori, Gholamreza Memarzadeh, et al. · Knowledge-Based Systems
Subsynchronous resonance analysis in large wind farms: a probabilistic approach incorporating wake effects and wind uncertainty
2026 · Mohammad Kazem Salehi, Gholamreza Memarzadeh, et al. · Electric Power Systems Research
A Novel Hybrid Cascaded Forecaster Network for Day-Ahead Normal and Spike Price Prediction in Electricity Markets
2026 · Gholamreza Memarzadeh, Farshid Keynia, et al. · SSRN Electronic Journal
Short term electric load prediction based on deep neural network and wavelet transform and input selection
2019 · Farshid Keynia, Gholamreza Memarzadeh · Iranian Electric Industry Journal of Quality and Productivity
Works count: 23
Citation count: 897
H-index: 11
I10-index: 12
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