Publication
Metaheuristic approach to the Holt-Winters optimal short term load forecast
| dc.contributor.author | Eusébio, Eduardo | |
| dc.contributor.author | Camus, Cristina Inês | |
| dc.contributor.author | Curvelo, Carolina | |
| dc.date.accessioned | 2015-05-11T19:06:10Z | |
| dc.date.available | 2015-05-11T19:06:10Z | |
| dc.date.issued | 2015-03 | |
| dc.description.abstract | Electricity short-term load forecast is very important for the operation of power systems. In this work a classical exponential smoothing model, the Holt-Winters with double seasonality was used to test for accurate predictions applied to the Portuguese demand time series. Some metaheuristic algorithms for the optimal selection of the smoothing parameters of the Holt-Winters forecast function were used and the results after testing in the time series showed little differences among methods, so the use of the simple local search algorithms is recommended as they are easier to implement. | por |
| dc.identifier.citation | EUSÉBIO, Eduardo Adelino Mateus Nunes; CAMUS, Cristina Inês; CURVELO, Carolina - Metaheuristic approach to the Holt-Winters optimal short term load forecast. Renewable Energy & Power Quality Journal. ISSN 2172-038X. Vol. 13 (2014) | por |
| dc.identifier.issn | 2172-038X | |
| dc.identifier.uri | http://hdl.handle.net/10400.21/4525 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | European Association for the Development of Renewable Energy, Environment and Power Quality | por |
| dc.relation.publisherversion | http://www.icrepq.com/icrepq'15/460-15-eusebio.pdf | por |
| dc.subject | Electricity demand | por |
| dc.subject | Load forecast | por |
| dc.subject | Combinatorial optimization | por |
| dc.subject | Evolutionary algorithms | por |
| dc.title | Metaheuristic approach to the Holt-Winters optimal short term load forecast | por |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Spain | por |
| oaire.citation.title | Renewable Energy & Power Quality Journal | por |
| oaire.citation.volume | 13 | por |
| person.familyName | Eusébio | |
| person.familyName | Camus | |
| person.givenName | Eduardo | |
| person.givenName | Cristina Inês | |
| person.identifier.ciencia-id | 4414-1BB5-34CB | |
| person.identifier.orcid | 0000-0001-5939-5420 | |
| person.identifier.orcid | 0000-0002-1118-6467 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | article | por |
| relation.isAuthorOfPublication | 760ec7d2-85ba-4629-b79c-a47707532d3e | |
| relation.isAuthorOfPublication | 47c01607-bd8a-48be-a867-08b0530bd914 | |
| relation.isAuthorOfPublication.latestForDiscovery | 760ec7d2-85ba-4629-b79c-a47707532d3e |