Publicação
Framework for performance assessment of wind farms
| Resumo: | This study develops a framework to provide insights regarding the performance of the farms of an energy player in the Portuguese wind sector. Firstly, the Data Envelopment Analysis is used to measure the efficiency of wind farms in producing electrical energy from the resources available and exogenous variables, during operating stage. This analysis enables the identification of the best practices of the efficient farms which can be emulated by inefficient ones. Secondly, Malmquist index is used to evaluate the changes in wind farms productivity. Bootstrap procedures are applied to obtain statistical inference on the efficiency estimates. |
|---|---|
| Autores principais: | Vaz, Clara B. |
| Outros Autores: | Ferreira, Ângela P. |
| Assunto: | Data envelopment analysis Wind farm Benchmarking Bootstrap |
| Ano: | 2013 |
| 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_ | 1867173247050579968 |
|---|---|
| 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 | 2013-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2014-09-04T08:05:47Z |
| datacite.date.embargoed.fl_str_mv | 2014-09-04T08:05:47Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Data envelopment analysis Wind farm Benchmarking Bootstrap |
| datacite.titles.title.fl_str_mv | Framework for performance assessment of wind farms |
| 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 | 2013-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2014-09-04T08:05:47Z |
| dc.date.embargoed.fl_str_mv | 2014-09-04T08:05:47Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/10291 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | José Fernando Oliveira; Clara Bento Vaz |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Data envelopment analysis Wind farm Benchmarking Bootstrap |
| dc.title.fl_str_mv | Framework for performance assessment of wind farms |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | This study develops a framework to provide insights regarding the performance of the farms of an energy player in the Portuguese wind sector. Firstly, the Data Envelopment Analysis is used to measure the efficiency of wind farms in producing electrical energy from the resources available and exogenous variables, during operating stage. This analysis enables the identification of the best practices of the efficient farms which can be emulated by inefficient ones. Secondly, Malmquist index is used to evaluate the changes in wind farms productivity. Bootstrap procedures are applied to obtain statistical inference on the efficiency estimates. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/d0036749-fb29-41c4-974c-bd5d070bed96/download |
| id | ipb_8b8d95d465833fa6a8e9f0905b5ea7ae |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/10291 |
| 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:10198/10291 |
| 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 | 2013 |
| publisher.none.fl_str_mv | José Fernando Oliveira; Clara Bento Vaz |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engJosé Fernando Oliveira; Clara Bento VazporThis study develops a framework to provide insights regarding the performance of the farms of an energy player in the Portuguese wind sector. Firstly, the Data Envelopment Analysis is used to measure the efficiency of wind farms in producing electrical energy from the resources available and exogenous variables, during operating stage. This analysis enables the identification of the best practices of the efficient farms which can be emulated by inefficient ones. Secondly, Malmquist index is used to evaluate the changes in wind farms productivity. Bootstrap procedures are applied to obtain statistical inference on the efficiency estimates.application/pdfporFramework for performance assessment of wind farmsPersonalVaz, 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.ptISBNIsPartOf978-972-745-154-82014-09-04T08:05:47Z20132013-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/10291http://purl.org/coar/access_right/c_abf2open accessData envelopment analysisWind farmBenchmarkingBootstrap800490 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/d0036749-fb29-41c4-974c-bd5d070bed96/downloadXVI Congresso da Associação Portuguesa de Investigação Operacional356366Instituto Politécnico de Bragança |
| spellingShingle | Framework for performance assessment of wind farms Vaz, Clara B. Data envelopment analysis Wind farm Benchmarking Bootstrap |
| status | SINGLETON |
| subject.fl_str_mv | Data envelopment analysis Wind farm Benchmarking Bootstrap |
| title | Framework for performance assessment of wind farms |
| title_full | Framework for performance assessment of wind farms |
| title_fullStr | Framework for performance assessment of wind farms |
| title_full_unstemmed | Framework for performance assessment of wind farms |
| title_short | Framework for performance assessment of wind farms |
| title_sort | Framework for performance assessment of wind farms |
| topic | Data envelopment analysis Wind farm Benchmarking Bootstrap |
| topic_facet | Data envelopment analysis Wind farm Benchmarking Bootstrap |
| url | http://hdl.handle.net/10198/10291 |
| visible | 1 |