An energy prediction method using adaptive Neuro-Fuzzy Inference System and Genetic Algorithms

Home | About RECERCAT | Contact

Català | Castellano

All of RECERCAT

By Communities &
Collections By Defense Date By Authors By Titles By Subject

This Collection

By Defense Date By Authors By Titles By Subject

Statistics

View Statistics All RECERCAT

My RECERCAT

Other repositories directory

RECERCAT Home > Universitat Politècnica de Catalunya > Documents de recerca > View document

To access the full text documents, please follow this link: http://hdl.handle.net/2117/107522

dc.contributor	Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.contributor	Universitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group
dc.contributor.author	Kampouropoulos, Konstantinos
dc.contributor.author	Cárdenas Araújo, Juan José
dc.contributor.author	Giacometto Torres, Francisco
dc.contributor.author	Romeral Martínez, José Luis
dc.date	2013
dc.identifier.citation	Kampouropoulos, K., Cardenas, J., Giacometto, Francisco javier, Romeral, L. An energy prediction method using adaptive Neuro-Fuzzy Inference System and Genetic Algorithms. A: IEEE International Symposium on Industrial Electronics. "ISIE 2013 : proceedings of the IEEE 22nd International Symposium on Industrial Electronics". Taipei: 2013, p. 1-6.
dc.identifier.citation	978-1-4673-5194-2
dc.identifier.citation	10.1109/ISIE.2013.6563627
dc.identifier.uri	http://hdl.handle.net/2117/107522
dc.language.iso	eng
dc.relation	http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6563627&isnumber=6563588
dc.rights	info:eu-repo/semantics/openAccess
dc.rights	http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subject	Vector fields
dc.subject	Algorithms
dc.subject	Force and energy
dc.subject	Forecasting
dc.subject	Intelligent Energy Management Systems
dc.subject	Energy forecast
dc.subject	Adaptive Neuro-Fuzzy Inference System
dc.subject	Genetic Algorithm
dc.subject	Training
dc.subject	Genetic algorithms
dc.subject	Biological cells
dc.subject	Sociology
dc.subject	Statistics
dc.subject	Mathematical model
dc.subject	Vectors
dc.subject	Camps vectorials
dc.subject	Algorismes
dc.subject	Energia
dc.subject	Previsió
dc.title	An energy prediction method using adaptive Neuro-Fuzzy Inference System and Genetic Algorithms
dc.type	info:eu-repo/semantics/publishedVersion
dc.type	info:eu-repo/semantics/conferenceObject
dc.description.abstract	This document presents an energy forecast methodology using Adaptive Neuro-Fuzzy Inference System (ANFIS) and Genetic Algorithms (GA). The GA has been used for the selection of the training inputs of the ANFIS in order to minimize the training result error. The presented algorithm has been installed and it is being operating in an automotive manufacturing plant. It periodically communicates with the plant to obtain new information and update the database in order to improve its training results. Finally the obtained results of the algorithm are used in order to provide a short-term load forecasting for the different modeled consumption processes.

Show simple item record

All of RECERCAT

This Collection

Statistics

My RECERCAT

Related documents

Other documents of the same author