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F

Farshid Keynia

Graduate University of Advanced Technology

38H-index
120Paper Count
5.8KCitation Count
Published Papers 39
Publication Date
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An electrical load forecasting model based on a novel closed loop neural networks and interaction gain feature selection
errResults in Engineering
IF7.9
err2025-06-25
err0
errOAAI
errGholamreza Memarzadeh; Faezeh Amirteimoury; Hossein Noori; Farshid Keynia
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A novel wind speed prediction model based on neural networks, wavelet transformation, mutual information, and coot optimization algorithm
errSCIENTIFIC REPORTS
IF3.9
err2025-03-29
err0
errOAAI
errAmirteimoury, Faezeh; Keynia, Farshid; Amirteimoury, Elaheh; Memarzadeh, Gholamreza; Shabanian, Hanieh
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Using stacking ensemble learning to predict multi-step wind speed based on wavelet transformation, two-steps feature selection method, and neural networks
errMEASUREMENT
IF5.6
err2025-02-01
err0
PREAI
errAmirteimoury, Faezeh; Memarzadeh, Gholamreza; Keynia, Farshid
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errSave
A Novel Multi-Scale Feature Attention Network-Based Prediction Model for the Accurate Forecasting of Photovoltaic Power Generation
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errFaezeh Amirteimoury; Gholamreza Memarzadeh; Hossein Noori; Farshid Keynia; Azim Heydari; Afef Fekih
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errSave
A Short-Term Air Pollutant Concentration Forecasting Method Based on a Hybrid Neural Network and Metaheuristic Optimization Algorithms
errSUSTAINABILITY
IF3.3
err2024-06-05
err1
errOAAI
errJalali, Hossein; Keynia, Farshid; Amirteimoury, Faezeh; Heydari, Azim
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errSave
Solar power generation forecasting by a new hybrid cascaded extreme learning method with maximum relevance interaction gain feature selection
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2023-12-01
err12
PREAI
errMemarzadeh, Gholamreza; Keynia, Farshid
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errSave
A new hybrid CBSA-GA optimization method and MRMI-LSTM forecasting algorithm for PV-ESS planning in distribution networks
errJOURNAL OF ENERGY STORAGE
IF9.8
err2023-11-01
err7
PREAI
errMemarzadeh, Gholamreza; Keynia, Farshid
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A combined multi-objective intelligent optimization approach considering techno-economic and reliability factors for hybrid-renewable microgrid systems
errJOURNAL OF CLEANER PRODUCTION
IF10
err2023-01-01
err28
PREAI
errHeydari, Azim; Nezhad, Meysam Majidi; Keynia, Farshid; Fekih, Afef; Shahsavari-Pour, Nasser; Garcia, Davide Astiaso; Piras, Giuseppe
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errSave
A Mediterranean Sea Offshore Wind classification using MERRA-2 and machine learning models
errRENEWABLE ENERGY
IF9.1
err2022-05-01
err21
errOAAI
errNezhad, Meysam Majidi; Heydari, Azim; Neshat, Mehdi; Keynia, Farshid; Piras, Giuseppe; Garcia, Davide Astiaso
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errSave
A new optimal energy storage system model for wind power producers based on long short term memory and Coot Bird Search Algorithm
errJOURNAL OF ENERGY STORAGE
IF9.8
err2021-12-01
err20
PREAI
errMemarzadeh, Gholamreza; Keynia, Farshid
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errSave
Hunter-prey optimization: algorithm and applications
errSOFT COMPUTING
IF2.5
err2021-12-01
err167
PREAI
errNaruei, Iraj; Keynia, Farshid; Molahosseini, Amir Sabbagh
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errSave
A new optimization method based on COOT bird natural life model
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-11-01
err252
PREAI
errNaruei, Iraj; Keynia, Farshid
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errSave
Wild horse optimizer: a new meta-heuristic algorithm for solving engineering optimization problems
errENGINEERING WITH COMPUTERS
IF4.9
err2021-06-17
err257
PREAI
errNaruei, Iraj; Keynia, Farshid
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errSave
Air pollution forecasting application based on deep learning model and optimization algorithm
errCLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY
IF3.9
err2021-04-14
err56
errOAAI
errHeydari, Azim; Majidi Nezhad, Meysam; Astiaso Garcia, Davide; Keynia, Farshid; De Santoli, Livio
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errSave
Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2021-03-01
err141
PREAI
errMemarzadeh, Gholamreza; Keynia, Farshid
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errSave
A Hybrid Intelligent Model for the Condition Monitoring and Diagnostics of Wind Turbines Gearbox
errIEEE ACCESS
IF3.6
err2021-01-01
err22
errOAAI
errHeydari, Azim; Garcia, Davide Astiaso; Fekih, Afef; Keynia, Farshid; Tjernberg, Lina Bertling; De Santoli, Livio
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errSave
Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm
errAPPLIED ENERGY
IF11
err2020-11-01
err123
PREAI
errHeydari, Azim; Nezhad, Meysam Majidi; Pirshayan, Elmira; Garcia, Davide Astiaso; Keynia, Farshid; De Santoli, Livio
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errSave
Cooperative Spectrum Sensing Meets Machine Learning: Deep Reinforcement Learning Approach
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2020-07-01
err61
PREAI
errSarikhani, Rahil; Keynia, Farshid
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errSave
A new short-term wind speed forecasting method based on fine-tuned LSTM neural network and optimal input sets
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2020-06-01
err209
PREAI
errMemarzadeh, Gholamreza; Keynia, Farshid
errShare
errSave
Hybrid intelligent strategy for multifactor influenced electrical energy consumption forecasting
errENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY
IF2.2
err2020-01-27
err22
PREAI
errHeydari, Azim; Garcia, Davide Astiaso; Keynia, Farshid; Bisegna, Fabio; De Santoli, Livio
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nima Amjady
H-index: 63 · Papers: 317
H
Hamidreza Zareipour
H-index: 56 · Papers: 227
A
Akbar Maleki
H-index: 52 · Papers: 128
D
Davide Astiaso Garcia
H-index: 38 · Papers: 125
M
Mehran Ameri
H-index: 36 · Papers: 167
View more