Publicação
Efficiency assessment of wind farms: a two-stage approach
| Resumo: | This study proposes an integrated methodology to provide insights regarding the efficiency of wind farms of two major promoters in the Portuguese energy sector. The focus of the wind farms performance assessment is on the operating stage which corresponds to the electrical energy production process. In a first stage, Data Envelopment Analysis is used to measure the efficiency of wind farms in producing electrical energy from the resources available and exogenous variables. This method is complemented by bootstrapping to refine the efficiency estimates. In a second stage, the factors which may influence the performance of wind farms are investigated by using truncated regression with bootstrapping. The methodology proposed may be used by promoters in management of wind farms and may also be useful to regulator agents on the supervision of the energy market. |
|---|---|
| Autores principais: | Vaz, Clara B. |
| Outros Autores: | Ferreira, Ângela P. |
| Assunto: | Data envelopment analysis Efficiency Bootstrap Wind farm |
| Ano: | 2015 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867173026813968384 |
|---|---|
| author | Vaz, Clara B. |
| author2 | Ferreira, Ângela P. |
| author2_role | author |
| author_facet | Vaz, Clara B. Ferreira, Ângela P. |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Vaz, Clara B.\",\"Person.identifier.orcid\":\"0000-0001-9862-6068\"},{\"Person.name\":\"Ferreira, Ângela P.\",\"Person.identifier.orcid\":\"0000-0002-1912-2556\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Vaz, Clara B. Ferreira, Ângela P. |
| datacite.date.Accepted.fl_str_mv | 2015-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2015-06-22T11:22:15Z |
| datacite.date.embargoed.fl_str_mv | 2015-06-22T11:22:15Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Data envelopment analysis Efficiency Bootstrap Wind farm |
| datacite.titles.title.fl_str_mv | Efficiency assessment of wind farms: a two-stage approach |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Vaz, Clara B. Ferreira, Ângela P. |
| dc.date.Accepted.fl_str_mv | 2015-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2015-06-22T11:22:15Z |
| dc.date.embargoed.fl_str_mv | 2015-06-22T11:22:15Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/11891 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | AIP Publishing |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Data envelopment analysis Efficiency Bootstrap Wind farm |
| dc.title.fl_str_mv | Efficiency assessment of wind farms: a two-stage approach |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | This study proposes an integrated methodology to provide insights regarding the efficiency of wind farms of two major promoters in the Portuguese energy sector. The focus of the wind farms performance assessment is on the operating stage which corresponds to the electrical energy production process. In a first stage, Data Envelopment Analysis is used to measure the efficiency of wind farms in producing electrical energy from the resources available and exogenous variables. This method is complemented by bootstrapping to refine the efficiency estimates. In a second stage, the factors which may influence the performance of wind farms are investigated by using truncated regression with bootstrapping. The methodology proposed may be used by promoters in management of wind farms and may also be useful to regulator agents on the supervision of the energy market. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/527f3427-f1f7-4957-b3b0-e355cb2938fa/download |
| id | ipb_2fed0b4fb7c20690befdb253fdcb2c79 |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/11891 |
| instacron_str | ipb |
| institution | Instituto Politécnico de Bragança |
| instname_str | Instituto Politécnico de Bragança |
| language | eng |
| network_acronym_str | ipb |
| network_name_str | Biblioteca Digital do IPB |
| oai_identifier_str | oai:bibliotecadigital.ipb.pt:10198/11891 |
| organization_str_mv | urn:organizationAcronym:ipb |
| person_str_mv | Vaz, Clara B. Vaz, Clara B. https://www.ciencia-id.pt/9611-3386-E516 9611-3386-E516 http://orcid.org/0000-0001-9862-6068 0000-0001-9862-6068 Ferreira, Ângela P. Ferreira, Ângela P. https://www.ciencia-id.pt/2211-6787-D936 2211-6787-D936 http://orcid.org/0000-0002-1912-2556 0000-0002-1912-2556 |
| publishDate | 2015 |
| publisher.none.fl_str_mv | AIP Publishing |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engAIP PublishingporThis study proposes an integrated methodology to provide insights regarding the efficiency of wind farms of two major promoters in the Portuguese energy sector. The focus of the wind farms performance assessment is on the operating stage which corresponds to the electrical energy production process. In a first stage, Data Envelopment Analysis is used to measure the efficiency of wind farms in producing electrical energy from the resources available and exogenous variables. This method is complemented by bootstrapping to refine the efficiency estimates. In a second stage, the factors which may influence the performance of wind farms are investigated by using truncated regression with bootstrapping. The methodology proposed may be used by promoters in management of wind farms and may also be useful to regulator agents on the supervision of the energy market.application/pdfporEfficiency assessment of wind farms: a two-stage approachPersonalVaz, Clara B.DSpacehttp://dspace.org/items/34bc350c-28d9-4b06-9874-b2b0dba58d1dDSpacehttp://dspace.org/items/34bc350c-28d9-4b06-9874-b2b0dba58d1dVazClara B.Ciência IDhttps://www.ciencia-id.pt9611-3386-E516ORCIDhttp://orcid.org0000-0001-9862-6068Researcher IDhttps://www.researcherid.comF-1519-2016Scopus Author IDhttps://www.scopus.com56352045500PersonalFerreira, Ângela P.DSpacehttp://dspace.org/items/3fec941d-79fb-4901-918d-a34ffa0195ccDSpacehttp://dspace.org/items/3fec941d-79fb-4901-918d-a34ffa0195ccFerreiraÂngela P.Ciência IDhttps://www.ciencia-id.pt2211-6787-D936ORCIDhttp://orcid.org0000-0002-1912-2556Researcher IDhttps://www.researcherid.comM-8188-2013Scopus Author IDhttps://www.scopus.com55516840300HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.ptDOIIsPartOfhttp://dx.doi.org/10.1063/1.49124232015-06-22T11:22:15Z20152015-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/11891http://purl.org/coar/access_right/c_abf2open accessData envelopment analysisEfficiencyBootstrapWind farm52528 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/527f3427-f1f7-4957-b3b0-e355cb2938fa/downloadAIP Conference ProceedingsRhodes, Greece |
| spellingShingle | Efficiency assessment of wind farms: a two-stage approach Vaz, Clara B. Data envelopment analysis Efficiency Bootstrap Wind farm |
| status | SINGLETON |
| subject.fl_str_mv | Data envelopment analysis Efficiency Bootstrap Wind farm |
| title | Efficiency assessment of wind farms: a two-stage approach |
| title_full | Efficiency assessment of wind farms: a two-stage approach |
| title_fullStr | Efficiency assessment of wind farms: a two-stage approach |
| title_full_unstemmed | Efficiency assessment of wind farms: a two-stage approach |
| title_short | Efficiency assessment of wind farms: a two-stage approach |
| title_sort | Efficiency assessment of wind farms: a two-stage approach |
| topic | Data envelopment analysis Efficiency Bootstrap Wind farm |
| topic_facet | Data envelopment analysis Efficiency Bootstrap Wind farm |
| url | http://hdl.handle.net/10198/11891 |
| visible | 1 |