HEYDARI, AZIM
HEYDARI, AZIM
DIPARTIMENTO DI INGEGNERIA MECCANICA E AEROSPAZIALE
A combined fuzzy gmdh neural network and grey wolf optimization application for wind turbine power production forecasting considering scada data
2021 Heydari, A.; Majidi Nezhad, M.; Neshat, M.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L.; Tjernberg, L. B.
A combined multi-objective intelligent optimization approach considering techno-economic and reliability factors for hybrid-renewable microgrid systems
2023 Heydari, A.; Nezhad, Meysam.; Keynia, F.; Fekih, A.; Shahsavari-Pour, N.; ASTIASO GARCIA, Davide; Piras, Giuseppe.
A hybrid intelligent model for the condition monitoring and diagnostics of wind turbines gearbox
2021 Heydari, A.; Astiaso Garcia, D.; Fekih, A.; Keynia, F.; Tjernberg, L. B.; De Santoli, L.
A Mediterranean sea offshore wind classification using MERRA-2 and machine learning models
2022 Majidi Nezhad, M.; Heydari, A.; Neshat, M.; Keynia, F.; Piras, G.; Astiaso Garcia, D.
A new methodology for offshore wind speed assessment integrating Sentinel-1, ERA-Interim and in-situ measurement
2021 Majidi Nezhad, M.; Neshat, M.; Heydari, A.; Razmjoo, A.; Piras, G.; Astiaso Garcia, D.
A novel composite neural network based method for wind and solar power forecasting in microgrids
2019 Heydari, Azim; Astiaso Garcia, Davide; Keynia, Farshid; Bisegna, Fabio; De Santoli, Livio
A novel forecasting model for wind speed assessment using sentinel family satellites images and machine learning method
2021 Majidi Nezhad, M.; Heydari, A.; Pirshayan, E.; Groppi, D.; Astiaso Garcia, D.
A primary offshore wind farm site assessment using reanalysis data: a case study for Samothraki island
2021 Majidi Nezhad, M.; Neshat, M.; Groppi, D.; Marzialetti, P.; Heydari, A.; Sylaios, G.; Astiaso Garcia, D.
A Principal Component Analysis Methodology of Oil Spill Detection and Monitoring Using Satellite Remote Sensing Sensors
2023 Arslan, N.; Majidi Nezhad, M.; Heydari, A.; Astiaso Garcia, D.; Sylaios, G.
A SWOT analysis for offshore wind energy assessment using remote-sensing potential
2020 Majidinezhad, M.; Shaik, R. U.; Heydari, A.; Razmjoo, A.; Arslan, N.; Astiaso Garcia, D.
Air pollution forecasting application based on deep learning model and optimization algorithm
2022 Heydari, A.; Majidi Nezhad, M.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L.
Digital twin predictive maintenance strategy based on machine learning improving facility management in built environment
2022 Agostinelli, S.; Heydari, A.
Hybrid intelligent strategy for multifactor influenced electrical energy consumption forecasting
2019 Heydari, A.; Astiaso Garcia, D.; Keynia, F.; Bisegna, F.; De Santoli, L.
Interval prediction algorithm and optimal scenario making model for wind power producers bidding strategy
2021 Heydari, A.; Memarzadeh, G.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L.
Layout optimisation of offshore wave energy converters using a novel multi-swarm cooperative algorithm with backtracking strategy: A case study from coasts of Australia
2022 Neshat, M.; Mirjalili, S.; Sergiienko, N. Y.; Esmaeilzadeh, S.; Amini, E.; Heydari, A.; Astiaso Garcia, D.
Mid-term load power forecasting considering environment emission using a hybrid intelligent approach
2019 Heydari, Azim; Keynia, Farshid; Garcia, Davide Astiaso; De Santoli, Livio
Predictive maintenance strategy based on Big Data analysis and machine learning approach for advanced Building Management System
2021 MAJIDI NEZHAD, Meysam; Agostinelli, Sofia; Cumo, Fabrizio; Heydari, Azim; Muzi, Francesco
Reliability based maintenance programming by a new index for electrical distribution system components ranking
2022 Mirhosseini, M.; Heydari, A.; Astiaso Garcia, D.; Mancini, F.; Keynia, F.
Renewable Energies Generation and Carbon Dioxide Emission Forecasting in Microgrids and National Grids using GRNN-GWO Methodology
2019 Heydari, Azim; Garcia, Davide Astiaso; Keynia, Farshid; Bisegna, Fabio; Santoli, Livio De
Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm
2020 Heydari, A.; Majidi Nezhad, M.; Pirshayan, E.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L.