Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach
<p dir="ltr">This paper aims to propose a practical decision support model for the optimal design of future wind turbines based on available wind potential on the site of interest. A developed decision support model based a comprehensive wind turbine modeling and a constrained techno...
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| مؤلفون آخرون: | , , |
| منشور في: |
2021
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| _version_ | 1864513561653411840 |
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| author | Fatima-Azahraa Bourhim (16876020) |
| author2 | Samir Berrhazi (16876023) Ahmed Ouammi (14151039) Rachid Benchrifa (16876026) |
| author2_role | author author author |
| author_facet | Fatima-Azahraa Bourhim (16876020) Samir Berrhazi (16876023) Ahmed Ouammi (14151039) Rachid Benchrifa (16876026) |
| author_role | author |
| dc.creator.none.fl_str_mv | Fatima-Azahraa Bourhim (16876020) Samir Berrhazi (16876023) Ahmed Ouammi (14151039) Rachid Benchrifa (16876026) |
| dc.date.none.fl_str_mv | 2021-10-27T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2021.3123561 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Decision_Support_Model_for_Optimal_Design_of_Wind_Technologies_Based_Techno_Economic_Approach/24025254 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Economics Applied economics Engineering Electrical engineering Optimization Costs Wind turbines Rotors Production Poles and towers Layout Decision framework Levelized cost of energy production (LCOE) Net present value (NPV) Wind turbine design |
| dc.title.none.fl_str_mv | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">This paper aims to propose a practical decision support model for the optimal design of future wind turbines based on available wind potential on the site of interest. A developed decision support model based a comprehensive wind turbine modeling and a constrained techno-economic optimization framework is presented. Optimization was subject to the Net Present Value ( NPV ) maximization of the net incomes from wind energy generation, under the constraints on wind turbine nominal power restriction and the maximum ratio permitted between the rotor diameter and tower hub height. Optimizations of rotor diameter and tower height sizing have direct impacts on energy and cost production, those parameters have been considered as the design variables. The optimal design selection considers: the nominal power, rotor diameter, and tower hub height, which led to the maximum NPV in a specific site. Furthermore, an analysis of the Levelized Cost of Energy production ( LCOE ) has been performed. The developed decision support model has been tested and applied to a case study to validate its application and performance. The developed model was verified and significant results were achieved using three different wind sites: Dakhla, Casablanca, and Tanger. Results showed that the optimal design of the wind turbine technologies is given by the limit conditions cited, conducting to the maximum NPV with low LCOE and more exploitation of available wind potential in Dakhla and Tanger; however Casablanca was found as no profitable site for wind projects presenting negative NPV.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2021.3123561" target="_blank">https://dx.doi.org/10.1109/access.2021.3123561</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_ed03c779e25099c9c981909e28ef14b0 |
| identifier_str_mv | 10.1109/access.2021.3123561 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24025254 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic ApproachFatima-Azahraa Bourhim (16876020)Samir Berrhazi (16876023)Ahmed Ouammi (14151039)Rachid Benchrifa (16876026)EconomicsApplied economicsEngineeringElectrical engineeringOptimizationCostsWind turbinesRotorsProductionPoles and towersLayoutDecision frameworkLevelized cost of energy production (LCOE)Net present value (NPV)Wind turbine design<p dir="ltr">This paper aims to propose a practical decision support model for the optimal design of future wind turbines based on available wind potential on the site of interest. A developed decision support model based a comprehensive wind turbine modeling and a constrained techno-economic optimization framework is presented. Optimization was subject to the Net Present Value ( NPV ) maximization of the net incomes from wind energy generation, under the constraints on wind turbine nominal power restriction and the maximum ratio permitted between the rotor diameter and tower hub height. Optimizations of rotor diameter and tower height sizing have direct impacts on energy and cost production, those parameters have been considered as the design variables. The optimal design selection considers: the nominal power, rotor diameter, and tower hub height, which led to the maximum NPV in a specific site. Furthermore, an analysis of the Levelized Cost of Energy production ( LCOE ) has been performed. The developed decision support model has been tested and applied to a case study to validate its application and performance. The developed model was verified and significant results were achieved using three different wind sites: Dakhla, Casablanca, and Tanger. Results showed that the optimal design of the wind turbine technologies is given by the limit conditions cited, conducting to the maximum NPV with low LCOE and more exploitation of available wind potential in Dakhla and Tanger; however Casablanca was found as no profitable site for wind projects presenting negative NPV.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2021.3123561" target="_blank">https://dx.doi.org/10.1109/access.2021.3123561</a></p>2021-10-27T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2021.3123561https://figshare.com/articles/journal_contribution/Decision_Support_Model_for_Optimal_Design_of_Wind_Technologies_Based_Techno_Economic_Approach/24025254CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/240252542021-10-27T00:00:00Z |
| spellingShingle | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach Fatima-Azahraa Bourhim (16876020) Economics Applied economics Engineering Electrical engineering Optimization Costs Wind turbines Rotors Production Poles and towers Layout Decision framework Levelized cost of energy production (LCOE) Net present value (NPV) Wind turbine design |
| status_str | publishedVersion |
| title | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| title_full | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| title_fullStr | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| title_full_unstemmed | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| title_short | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| title_sort | Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach |
| topic | Economics Applied economics Engineering Electrical engineering Optimization Costs Wind turbines Rotors Production Poles and towers Layout Decision framework Levelized cost of energy production (LCOE) Net present value (NPV) Wind turbine design |