MEYSAM MAJIDINEZHAD

PhD Graduate

PhD program:: XXXII


co-supervisor: Prof. Fabrizo Cumo

Thesis title: Renewable Energy Sources Assessment Using Remote Sensing Techniques and Off-grid System Studies

Abstract- In recent decades, Climate change and environmental concerns have pushed mankind to be more innovative in finding new, pollution-free and more eco-friendly energy sources to replace the fossil fuels that we are so heavily dependent on. On the other hand, a transition to alternative, low-carbon and Renewable Energy Sources (RES) is now a fact even if fossil fuels still cover about 80% of the total primary energy consumption. One aspect of this dependency on fossil fuels is the annual release of more than 4.5 million tons of oil in sea and ocean waters. Global energy demand is expected to increase by 35% between 2010 and 2040 which adds greater stress to find alternative energy sources and currently represent a possible solution for European countries to achieve the objectives of Directive 2009/28/EC, which endorsed the mandatory target of 30% of energy from renewable sources within the overall European Community (EC) by 2030, and in particular to get the targets of greenhouse gas emissions reduction reported in the 2050 EU Energy Roadmap. In this case, the ocean and sea has acquired a great importance thanks to its great potential due to the vastness of the source and to the different options to exploit it. In fact, energy from the ocean and sea can be exploited in two ways, i) renewable sources such as wind, geothermal, solar, waves and tidal and ii) nonrenewable sources such as oil and gas. There are several different kinds of methods can be used to estimated renewable energy source assessment such as, In situ measurement’s (cup anemometers and buoys), satellite image data (RADAR and optical), on site remote sensing tools (LIDAR and SODAR), numerical simulation and reanalysis dataset (MERRA, ECMWF, NARR). All these methods such as cup anemometers, buoys or even on set remote sensing method such as LIDAR and SODAR to assess the RESs is not only burdensome and expensive but also time demanding for the user to get access to the data. Thus, a preliminary analysis is needed; one of the most well-known ways are the retrieval of renewable potential and marine pollution detection, mapping, documentation, assessment and reporting from satellites Remote Sensing (RS) data and dataset. In this context, Remote Sensing satellite can provide data to determine marine pollution and renewable energies production potential and observational activity to identify, assess and detect suitable points in small and large areas, also can provide data to observation, recording, documentation and dissemination of the information gathered and used as a preparedness measure to monitor oil spill areas. For this target, European Space Agency (ESA) has developed and designed and launched a new family of satellite missions called Sentinels (Sentinel 1 to Sentinel 6) specifically for the operational needs of the Copernicus Earth Observation program. Free and open Sentinels data access (unlimited policy) is provided. The Sentinel Application Platform (SNAP) is a free software the enables the user to handle Sentinel data (Free access and unlimited data policy). These satellites can be used by researchers in various sciences for land and ocean monitoring to provide, for instance: imagery of vegetation and forest, soil and water cover, inland waterways, coastal areas, emergency services, oil spill, ship detection, sediment detection and land covering. In this thesis, RSs technologies, methods and techniques used for renewable energy source potential assessment and marine pollution have been analysed and classified as follow: • Oil spills detection by using optical and SAR satellites. • Wind energy potential analysis using SAR satellite to Wind Turbine Generators (WTGs) installations. For this purpose, SAR images from the Sentinel satellites family and in situ measurement data has been used to different case studies as follow: • Oil spill detection in Persian Gulf • Nearshore wave energy assessment and Wave Energy Converters (WECs) installations: case studies Persian Gulf, Oman Sea, Caspian Sea and Mediterranean Islands (Favignia Small Island). 3 • Wind energy potential analysis in Mediterranean Islands: case studies Sicily, Sardinia, Favignina and Samothraki Small Islands. • Wind speed analysis using Sentinel-1 images and compared with SCADA data: a case study Swedish offshore wind farm installed in Baltic Sea In order to assess offshore and nearshore RESs potential and also detect oil spills area, in situ measurement data and satellite images have been analysed by means of the SNAP, ADIOS, HOMER, GIS, MATLAB and ENVI software’s. Consequentially, several hot spots (HSs) characterized by high-energy potential have been identified as possible sites for future implementation of WTGs and WECs. The proposed methodology that uses SAR satellite images for a preliminary wind and waves energies potential assessment and mapping could be used for further researches on offshore and nearshore WTGs and WECs installations. Results relative to the different case studies are shown. Keywords: Renewable energy source, Water pollution, Sentinel Family satellites, Wind speed, Oil detection, WTGs and WECs installations.

Research products

11573/1699815 - 2024 - Marine energy digitalization digital twin's approaches
Majidi Nezhad, M.; Neshat, M.; Sylaios, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: RENEWABLE & SUSTAINABLE ENERGY REVIEWS (Kidlington, Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 1364-0321 - wos: WOS:001125012400001 (0) - scopus: 2-s2.0-85178240801 (5)

11573/1685470 - 2023 - A Principal Component Analysis Methodology of Oil Spill Detection and Monitoring Using Satellite Remote Sensing Sensors
Arslan, N.; Majidi Nezhad, M.; Heydari, A.; Astiaso Garcia, D.; Sylaios, G. - 01a Articolo in rivista
paper: REMOTE SENSING (Basel : Molecular Diversity Preservation International) pp. 1460- - issn: 2072-4292 - wos: WOS:000947909600001 (1) - scopus: 2-s2.0-85149967457 (4)

11573/1681148 - 2023 - A combined multi-objective intelligent optimization approach considering techno-economic and reliability factors for hybrid-renewable microgrid systems
Heydari, A.; Nezhad, Meysam.; Keynia, F.; Fekih, A.; Shahsavari-Pour, N.; Astiaso Garcia, Davide; Piras, Giuseppe. - 01a Articolo in rivista
paper: JOURNAL OF CLEANER PRODUCTION (Oxford : ELSEVIER SCI LTD Oxford : Butterworth-Heinemann, 1993-) pp. 1-17 - issn: 0959-6526 - wos: WOS:000973869300001 (13) - scopus: 2-s2.0-85144080101 (17)

11573/1681155 - 2023 - Offshore wind farm layouts designer software's
Majidi Nezhad, M.; Neshat, M.; Azaza, M.; Avelin, A.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: E-PRIME, ADVANCES IN ELECTRICAL ENGINEERING, ELECTRONICS AND ENERGY () pp. 1-13 - issn: 2772-6711 - wos: (0) - scopus: 2-s2.0-85159610460 (5)

11573/1681699 - 2022 - Methodology framework for prioritisation of renewable energy sources in port areas
Agostinelli, S.; Neshat, M.; Majidi Nezhad, Meysam; Piras, G.; Astiaso Garcia, D. - 04b Atto di convegno in volume
conference: 28th International Conference on Urban and Maritime Transport and the Environment, UMT 2022 (Valencia, Spain)
book: WIT Transactions on the Built Environment - (9781784664770)

11573/1618863 - 2022 - Renewable energy system controlled by open-source tools and digital twin model. Zero energy port area in Italy
Agostinelli, Sofia; Cumo, Fabrizio; Majidi Nezhad, Meysam; Orsini, Giuseppe; Piras, Giuseppe - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-24 - issn: 1996-1073 - wos: WOS:000768318800001 (23) - scopus: 2-s2.0-85125762488 (31)

11573/1658278 - 2022 - Integrating Renewable Energy Sources in Italian port areas towards Renewable Energy Communities
Agostinelli, Sofia; Neshat, Mehdi; Majidi Nezhad, Meysam; Piras, Giuseppe; Astiaso Garcia, Davide - 01a Articolo in rivista
paper: SUSTAINABILITY (Basel : MDPI) pp. 1-18 - issn: 2071-1050 - wos: WOS:000882658400001 (3) - scopus: 2-s2.0-85141835011 (3)

11573/1555916 - 2022 - Air pollution forecasting application based on deep learning model and optimization algorithm
Heydari, A.; Majidi Nezhad, M.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L. - 01a Articolo in rivista
paper: CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY (Springer) pp. 1-15 - issn: 1618-954X - wos: WOS:000639740300001 (39) - scopus: 2-s2.0-85104649142 (54)

11573/1629852 - 2022 - A Mediterranean sea offshore wind classification using MERRA-2 and machine learning models
Majidi Nezhad, M.; Heydari, A.; Neshat, M.; Keynia, F.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: RENEWABLE ENERGY (Oxford UK: Elsevier Science Limited) pp. 156-166 - issn: 0960-1481 - wos: WOS:000819809200012 (15) - scopus: 2-s2.0-85127173714 (24)

11573/1657023 - 2022 - Sites exploring prioritisation of offshore wind energy potential and mapping for wind farms installation. Iranian islands case studies
Majidi Nezhad, M.; Neshat, M.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: RENEWABLE & SUSTAINABLE ENERGY REVIEWS (Kidlington, Oxford, United Kingdom: Elsevier Science Limited) pp. 1-16 - issn: 1364-0321 - wos: WOS:000888587600006 (20) - scopus: 2-s2.0-85135519866 (24)

11573/1611578 - 2022 - Marine online platforms of services to public end-users. The innovation of the ODYSSEA Project
Majidi Nezhad, M.; Neshat, M.; Piras, G.; Astiaso Garcia, D.; Sylaios, G. - 01a Articolo in rivista
paper: REMOTE SENSING (Basel : Molecular Diversity Preservation International) pp. 1-20 - issn: 2072-4292 - wos: WOS:000756108300001 (3) - scopus: 2-s2.0-85123588777 (4)

11573/1599950 - 2022 - Gis and remote sensing for renewable energy assessment and maps
Nastasi, B.; Majidi Nezhad, M. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-3 - issn: 1996-1073 - wos: WOS:000743713700001 (2) - scopus: 2-s2.0-85121663573 (2)

11573/1629842 - 2022 - Quaternion convolutional long short-term memory neural model with an adaptive decomposition method for wind speed forecasting. North aegean islands case studies
Neshat, M.; Majidi Nezhad, M.; Mirjalili, S.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: ENERGY CONVERSION AND MANAGEMENT (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 1-24 - issn: 0196-8904 - wos: WOS:000860800400005 (29) - scopus: 2-s2.0-85127850568 (35)

11573/1657096 - 2022 - Wave power forecasting using an effective decomposition-based convolutional Bi-directional model with equilibrium Nelder-Mead optimiser
Neshat, M.; Majidi Nezhad, M.; Sergiienko, N. Y.; Mirjalili, S.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: ENERGY (-Oxford: Elsevier Science Limited -Oxford; New York: Pergamon Press) pp. 1-16 - issn: 0360-5442 - wos: WOS:000827245500003 (15) - scopus: 2-s2.0-85133273223 (20)

11573/1611572 - 2021 - Comparative study of oscillating surge wave energy converter performance: a case study for southern coasts of the caspian sea
Amini, E.; Asadi, R.; Golbaz, D.; Nasiri, M.; Naeeni, S. T. O.; Majidi Nezhad, M.; Piras, G.; Neshat, M. - 01a Articolo in rivista
paper: SUSTAINABILITY (Basel : MDPI) pp. 1-21 - issn: 2071-1050 - wos: WOS:000709838300001 (10) - scopus: 2-s2.0-85116081397 (11)

11573/1560875 - 2021 - A combined fuzzy gmdh neural network and grey wolf optimization application for wind turbine power production forecasting considering scada data
Heydari, A.; Majidi Nezhad, M.; Neshat, M.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L.; Tjernberg, L. B. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 3459- - issn: 1996-1073 - wos: WOS:000666210700001 (13) - scopus: 2-s2.0-85108362504 (17)

11573/1560869 - 2021 - Wind climate and wind power resource assessment based on gridded scatterometer data: A thracian sea case study
Kokkos, N.; Zoidou, M.; Zachopoulos, K.; Majidi Nezhad, M.; Astiaso Garcia, D.; Sylaios, G. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 3448- - issn: 1996-1073 - wos: WOS:000666782600001 (8) - scopus: 2-s2.0-85108604260 (12)

11573/1611568 - 2021 - A comprehensive review on digital twins for smart energy management system
Lamagna, M.; Groppi, D.; Majidi Nezhad, M.; Piras, G. - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF ENERGY PRODUCTION AND MANAGEMENT (Southampton: WIT Press, 2016-) pp. 323-334 - issn: 2056-3272 - wos: (0) - scopus: 2-s2.0-85122097158 (18)

11573/1575427 - 2021 - A novel forecasting model for wind speed assessment using sentinel family satellites images and machine learning method
Majidi Nezhad, M.; Heydari, A.; Pirshayan, E.; Groppi, D.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: RENEWABLE ENERGY (Oxford UK: Elsevier Science Limited) pp. 2198-2211 - issn: 0960-1481 - wos: WOS:000709583100004 (17) - scopus: 2-s2.0-85113173443 (21)

11573/1600578 - 2021 - Green energy sources assessment using sentinel-1 satellite remote sensing
Majidi Nezhad, M.; Nastasi, B.; Groppi, D.; Lamagna, M.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: FRONTIERS IN ENERGY RESEARCH (Lausanne : Frontiers Media S.A., 2013-) pp. 1-20 - issn: 2296-598X - wos: WOS:000745261800001 (4) - scopus: 2-s2.0-85122016635 (7)

11573/1542106 - 2021 - A primary offshore wind farm site assessment using reanalysis data: a case study for Samothraki island
Majidi Nezhad, M.; Neshat, M.; Groppi, D.; Marzialetti, P.; Heydari, A.; Sylaios, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: RENEWABLE ENERGY (Oxford UK: Elsevier Science Limited) pp. 667-679 - issn: 0960-1481 - wos: WOS:000641148600003 (31) - scopus: 2-s2.0-85103244265 (34)

11573/1538752 - 2021 - A new methodology for offshore wind speed assessment integrating Sentinel-1, ERA-Interim and in-situ measurement
Majidi Nezhad, M.; Neshat, M.; Heydari, A.; Razmjoo, A.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: RENEWABLE ENERGY (Oxford UK: Elsevier Science Limited) pp. 1301-1313 - issn: 0960-1481 - wos: WOS:000641149800012 (18) - scopus: 2-s2.0-85103784830 (19)

11573/1611576 - 2021 - Performance evaluation of solar power plants: a review and a case study
Makkiabadi, M.; Hoseinzadeh, S.; Taghavirashidizadeh, A.; Soleimaninezhad, M.; Kamyabi, M.; Hajabdollahi, H.; Majidi Nezhad, M.; Piras, G. - 01a Articolo in rivista
paper: PROCESSES (Basel: MDPI) pp. 1-26 - issn: 2227-9717 - wos: WOS:000742129300001 (3) - scopus: 2-s2.0-85121682277 (15)

11573/1555894 - 2021 - Wind turbine power output prediction using a new hybrid neuro-evolutionary method
Neshat, M.; Majidi Nezhad, M.; Abbasnejad, E.; Mirjalili, S.; Groppi, D.; Heydari, A.; Tjernberg, L. B.; Astiaso Garcia, D.; Alexander, B.; Shi, Q.; Wagner, M. - 01a Articolo in rivista
paper: ENERGY (-Oxford: Elsevier Science Limited -Oxford; New York: Pergamon Press) pp. 1-24 - issn: 0360-5442 - wos: WOS:000660686100006 (53) - scopus: 2-s2.0-85107379393 (66)

11573/1555914 - 2021 - A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm
Neshat, M.; Majidi Nezhad, M.; Abbasnejad, E.; Mirjalili, S.; Tjernberg, L. B.; Astiaso Garcia, D.; Alexander, B.; Wagner, M. - 01a Articolo in rivista
paper: ENERGY CONVERSION AND MANAGEMENT (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 1-25 - issn: 0196-8904 - wos: WOS:000647768100001 (99) - scopus: 2-s2.0-85105006978 (132)

11573/1564382 - 2021 - Multi-mode wave energy converter design optimisation using an improved moth flame optimisation algorithm
Neshat, M.; Sergiienko, N. Y.; Mirjalili, S.; Majidi Nezhad, M.; Piras, G.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-17 - issn: 1996-1073 - wos: WOS:000671264400001 (14) - scopus: 2-s2.0-85109089297 (15)

11573/1611574 - 2021 - Investigating smart city development based on green buildings, electrical vehicles and feasible indicators
Razmjoo, A.; Majidi Nezhad, M.; Kaigutha, L. G.; Marzband, M.; Mirjalili, S.; Pazhoohesh, M.; Memon, S.; Ehyaei, M. A.; Piras, G. - 01a Articolo in rivista
paper: SUSTAINABILITY (Basel : MDPI) pp. 1-14 - issn: 2071-1050 - wos: WOS:000676974700001 (26) - scopus: 2-s2.0-85111046686 (37)

11573/1611570 - 2021 - Development of sustainable energy use with attention to fruitful policy
Razmjoo, A.; Rezaei, M.; Mirjalili, S.; Majidi Nezhad, M.; Piras, G. - 01a Articolo in rivista
paper: SUSTAINABILITY (Basel : MDPI) pp. 1-17 - issn: 2071-1050 - wos: WOS:000744004900001 (4) - scopus: 2-s2.0-85121268255 (7)

11573/1484958 - 2020 - A parametric study of wave energy converter layouts in real wave models
Amini, E.; Golbaz, D.; Amini, F.; Majidi Nezhad, M.; Neshat, M.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-23 - issn: 1996-1073 - wos: WOS:000594684400001 (16) - scopus: 2-s2.0-85097576992 (22)

11573/1455479 - 2020 - Hourly energy profile determination technique from monthly energy bills
Lamagna, M.; Nastasi, B.; Groppi, D.; Majidi Nezhad, M.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: BUILDING SIMULATION (Beijing : Tsinghua Press ; Secaucus ; Heidelberg : Springer) pp. 1235-1248 - issn: 1996-3599 - wos: WOS:000559937500001 (15) - scopus: 2-s2.0-85089455381 (19)

11573/1449896 - 2020 - A SWOT analysis for offshore wind energy assessment using remote-sensing potential
Majidinezhad, M.; Shaik, R. U.; Heydari, A.; Razmjoo, A.; Arslan, N.; Astiaso Garcia, D. - 01a Articolo in rivista
paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-22 - issn: 2076-3417 - wos: WOS:000580730700001 (16) - scopus: 2-s2.0-85091873510 (18)

11573/1484970 - 2020 - A new bi-level optimisation framework for optimising a multi-modewave energy converter design. A case study for the marettimo island, mediterranean sea
Neshat, M.; Sergiienko, N. Y.; Amini, E.; Majidi Nezhad, M.; Astiaso Garcia, D.; Alexander, B.; Wagner, M. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-23 - issn: 1996-1073 - wos: WOS:000585294400001 (17) - scopus: 2-s2.0-85093927779 (21)

11573/1655685 - 2019 - A sediment detection analysis with multi sensor satellites: Caspian sea and persian gulf case studies
Majidi Nezhad, M.; Groppi, D.; Marzialetti, P.; Laneve, G. - 04b Atto di convegno in volume
conference: 4th World Congress on Civil, Structural, and Environmental Engineering (CSEE’19) (Rome)
book: Proceedings of the 4th World Congress on Civil, Structural, and Environmental Engineering (CSEE’19) - (978-1-927877-52-4)

11573/1272459 - 2019 - Wind energy potential analysis using Sentinel-1 satellite: A review and a case study on Mediterranean islands
Majidinezhad, M.; Groppi, D.; Marzialetti, P.; Fusilli, L.; Laneve, G.; Cumo, F.; Garcia, D. Astiaso - 01a Articolo in rivista
paper: RENEWABLE & SUSTAINABLE ENERGY REVIEWS (Kidlington, Oxford, United Kingdom: Elsevier Science Limited) pp. 499-513 - issn: 1364-0321 - wos: WOS:000467752400031 (35) - scopus: 2-s2.0-85064562688 (40)

11573/1133065 - 2018 - Oil Spill Detection Analyzing “Sentinel 2“ Satellite Images: A Persian Gulf Case Study
Majidi Nezhad, M.; Groppi, Daniele; Laneve, Giovanni; Marzialetti, Pablo Adrian; Piras, Giuseppe - 04b Atto di convegno in volume
conference: 3rd World Congress on Civil, Structural, and Environmental Engineering (CSEE’18) (Budapest; Hungary)
book: Proceedings of the 3rdWorld Congress on Civil, Structural, and Environmental Engineering (CSEE’18) - (978-1-927877-40-1)

11573/1167210 - 2018 - Nearshore wave energy converters comparison and Mediterranean small island grid integration
Majidi Nezhad, Meysam; Groppi, Daniele; Rosa, Flavio; Piras, Giuseppe; Cumo, Fabrizio; Astiaso Garcia, Davide - 01a Articolo in rivista
paper: SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS (Amsterdam : Elsevier) pp. 68-76 - issn: 2213-1388 - wos: WOS:000449844400007 (37) - scopus: 2-s2.0-85053452608 (45)

11573/1186750 - 2018 - Mapping sea water surface in Persian Gulf, oil spill detection using Sentinal-1 images
Majidinezhad, M.; Groppi, D.; Marzialetti, P.; Piras, G.; Laneve, G. - 04b Atto di convegno in volume
conference: 4th World Congress on New Technologies, NEWTECH 2018 (Madrid; Spain)
book: Proceedings of the 4th World Congress on New Technologies (NewTech'18) - (978-1-927877-50-0)

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