Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Adaptive neural network control system for laser surface heat treatments
Year:2009
Research Areas
  • Mechanical engineering
Information
Abstract
This article introduces an innovative real-time model reference neural control system developed specifically for laser surface heat treatments, which allows one to improve significantly the uniformity and final quality of the process, reducing the rejection rate and increasing the productivity and efficiency of the treatment. Basically, the proposed neural controller allows one to assimilate the complex system dynamics to a simple first order linear system, which can be easily controlled by a conventional proportional, integral and derivative controller, PID, providing exceptional results. ¿
International
Si
JCR
Si
Title
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
ISBN
0268-3768
Impact factor JCR
0,743
Impact info
Volume
41
DOI 10.1007/s00170-008-1494-5
Journal number
5
From page
513
To page
518
Month
MARZO
Ranking
Participants
  • Participante: JOSE ANTONIO PEREZ (Departamento de Ingeniería Industrial II, Universidad de La Coruña, Escuela Politécnica Superior)
  • Autor: Jose Luis Ocaña Moreno (UPM)
  • Autor: Carlos Luis Molpeceres Alvarez (UPM)
  • Autor: Miguel Morales Furio (UPM)
  • Autor: Manuel Blasco Litago (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Ingeniería y Aplicaciones del Láser
  • Centro o Instituto I+D+i: Centro Laser
  • Departamento: Física Aplicada a la Ingeniería Industrial
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)