dc.creator | Troncoso Lora, Alicia | es |
dc.creator | Riquelme Santos, José Cristóbal | es |
dc.creator | Martínez Ramos, José Luis | es |
dc.creator | Riquelme Santos, Jesús Manuel | es |
dc.creator | Gómez Expósito, Antonio | es |
dc.date.accessioned | 2016-04-01T09:52:20Z | |
dc.date.available | 2016-04-01T09:52:20Z | |
dc.date.issued | 2003 | |
dc.identifier.citation | Troncoso Lora, A., Riquelme Santos, J.C.,...,Gómez Expósito, A. (2003). Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production. En Progress in Artificial Intelligence, Lecture Notes in Computer Science, Volume 2902, pp 189-203 (2003) . | |
dc.identifier.uri | http://hdl.handle.net/11441/39326 | |
dc.description.abstract | This paper presents a study of the influence of the accuracy of hourly load forecasting on the energy planning and operation of electric generation utilities. First, a k Nearest Neighbours (kNN) classification technique is proposed for hourly load forecasting. Then, obtained prediction errors are compared with those obtained results by using a M5’. Second, the obtained kNN-based load forecast is used to compute the optimal on/off status and generation scheduling of the units. Finally, the influence of forecasting errors on both the status and generation level of the units over the scheduling period is studied. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.relation.ispartof | Progress in Artificial Intelligence, Lecture Notes in Computer Science, Volume 2902, pp 189-203 (2003) | es |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Nearest neighbours | es |
dc.subject | load forecasting | es |
dc.subject | optimal energy production | es |
dc.title | Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production | es |
dc.type | info:eu-repo/semantics/bookPart | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ingeniería Eléctrica | es |
dc.identifier.doi | http://dx.doi.org/10.1007/978-3-540-24580-3_26 | es |
dc.identifier.idus | https://idus.us.es/xmlui/handle/11441/39326 | |