TY  - JOUR
T1  - Development of Energy Generation Model using Robust Partial Least
Squares-Structural Equation Modeling (RPLS-SEM)
Through Winsorization Method
AU - Mohamed, Zulkifley AU - Shakhim, Fadya 
JO  - Journal of Engineering and Applied Sciences
VL  - 14
IS  - 20
SP  - 7663
EP  - 7668
PY  - 2019
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2019.7663.7668
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2019.7663.7668
KW  - Ordinary LastSquare (OLS)
KW  -Structural Equation Modeling (SEM)
KW  -Partial Least Square-Path Modeling (PLS-PM)
KW  -winsorization
KW  -steam power plant
KW  -exogenous
AB  - Based on the PLS-SEM structure, validation is required for each part of the model for the structural
model, measurement model and overall model. This study’s objective is to outline the measurement and
structural criteria required to develop the model. It also, presents a Robust Partial Least Squares-Path Modeling
(RPLS-PM) via. Winsorization which includes the internal and external models. The relationship between an
indicator variable and latent variables is depicted by the external model whilst the relationship between
exogenous latent variables and endogenous latent variables is recounted by the internal model. The RPLS-PM’s
outputs and inputs were derived by considering electricity generation data relating to Al-Zawya Steam Power
Plant, Libya.
ER  -