Miguel Delgado

Dr. Miguel Delgado


Research Focus & Metrics

Academic Career Length

32Years (1995-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
26 August 2016 in Energies
Verified
Journal Article
Open access
PDF file
Luis Gonzaga Baca RuizLuis Gonzaga Baca Ruiz
Luis Gonzaga Baca Ruiz
MPManuel Pegalajar-Cuéllar
Manuel Pegalajar-Cuéllar
MDMiguel Delgado
Miguel Delgado
MPManuel Pegalajar-Cuéllar
Manuel Pegalajar-Cuéllar
This paper addresses the problem of energy consumption prediction using neural networks over a set of public buildings. Since energy consumption in the public sector comprises a substantial share of overall consumption, the prediction of such consumption represents a decisive issue in the achievement of energy savings. In our experiments, we use the data provided by an energy consumption monitoring system in a compound of faculties and research centers at the University of Granada, and provide a methodology to predict future energy consumption using nonlinear autoregressive (NAR) and the nonlinear autoregressive neural network with exogenous inputs (NARX), respectively. Results reveal that NAR and NARX neural networks are both suitable for performing energy consumption prediction, but also that exogenous data may help to improve the accuracy of predictions.

29 September 2010 in Expert Systems with Applications
Verified
Journal Article
Closed access
MPManuel Pegalajar-Cuéllar
Manuel Pegalajar-Cuéllar
MDMiguel Delgado
Miguel Delgado
MPManuel Pegalajar-Cuéllar
Manuel Pegalajar-Cuéllar

30 November 2008 in Expert Systems with Applications
Verified
Journal Article
Closed access
Fernando BobilloFernando Bobillo
Fernando Bobillo
MDMiguel Delgado
Miguel Delgado
Juan Gómez RomeroJuan Gómez Romero
Juan Gómez Romero

11 February 2009 in Expert Systems with Applications
Verified
Journal Article
Closed access
MDMiguel Delgado
Miguel Delgado
MRMaría Ros
María Ros
MVMaría Vila
María Vila

10 May 2006 in Expert Systems
Verified
Journal Article
Closed access
PDF file
MDMiguel Delgado
Miguel Delgado
MPManuel Pegalajar-Cuéllar
Manuel Pegalajar-Cuéllar
MPManuel Pegalajar-Cuéllar
Manuel Pegalajar-Cuéllar

1 July 2006
Verified
Book Chapter
Closed access
PDF file
MDMiguel Delgado
Miguel Delgado
NMN. Manín
N. Manín
MMM. J. Martín-Bautista
M. J. Martín-Bautista
DSD. Sánchez
D. Sánchez
MVM. -A. Vila
M. -A. Vila