Wilfrido Rivera

Dr. Wilfrido Rivera

Instituto de Energías Renovables
orcid

Research Focus & Metrics

Academic Career Length

37Years (1990-Present)

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

Representative Publications

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1 December 2010 in Renewable Energy
Verified
Journal Article
Closed access
ECErasmo Cadenas
Erasmo Cadenas
WRWilfrido Rivera
Wilfrido Rivera

1 January 2009 in Renewable Energy
Verified
Journal Article
Closed access
ECErasmo Cadenas
Erasmo Cadenas
WRWilfrido Rivera
Wilfrido Rivera

17 February 2016 in Energies
Verified
Journal Article
Open access
PDF file
Erasmo CadenasErasmo Cadenas
Erasmo Cadenas
WRWilfrido Rivera
Wilfrido Rivera
Rafael Campos AmezcuaRafael Campos Amezcua
Rafael Campos Amezcua
CHChristopher Heard
Christopher Heard
Two on step ahead wind speed forecasting models were compared. A univariate model was developed using a linear autoregressive integrated moving average (ARIMA). This method’s performance is well studied for a large number of prediction problems. The other is a multivariate model developed using a nonlinear autoregressive exogenous artificial neural network (NARX). This uses the variables: barometric pressure, air temperature, wind direction and solar radiation or relative humidity, as well as delayed wind speed. Both models were developed from two databases from two sites: an hourly average measurements database from La Mata, Oaxaca, Mexico, and a ten minute average measurements database from Metepec, Hidalgo, Mexico. The main objective was to compare the impact of the various meteorological variables on the performance of the multivariate model of wind speed prediction with respect to the high performance univariate linear model. The NARX model gave better results with improvements on the ARIMA model of between 5.5% and 10. 6% for the hourly database and of between 2.3% and 12.8% for the ten minute database for mean absolute error and mean squared error, respectively.

1 May 2021 in Renewable and Sustainable Energy Reviews
Verified
Journal Article
Closed access
AGAnand GB
Anand GB
RSR. Shankar
R. Shankar
MSMurugavelh Somasundaram
Murugavelh Somasundaram
WRWilfrido Rivera
Wilfrido Rivera
KPK. Midhun Prasad
K. Midhun Prasad
RNR. Nagarajan
R. Nagarajan

1 October 2007 in Renewable Energy
Verified
Journal Article
Closed access
ECErasmo Cadenas
Erasmo Cadenas
WRWilfrido Rivera
Wilfrido Rivera

1 May 2010 in Renewable Energy
Verified
Journal Article
Closed access
ECE. Cadenas
E. Cadenas
Oscar Alfredo Jaramillo-SalgadoOscar Alfredo Jaramillo-Salgado
Oscar Alfredo Jaramillo-Salgado
WRWilfrido Rivera
Wilfrido Rivera