TITLE:
Modelling Electricity Generation and Capacity with CO2 Emissions for Sub Saharan Africa
AUTHORS:
Aissa Boudjella, Andrew Mugumya
KEYWORDS:
CO2 Emission, Conventional and Non-Conventional Resources, Sub-Sahara, Africa Century Case
JOURNAL NAME:
Open Journal of Statistics,
Vol.8 No.5,
October
30,
2018
ABSTRACT: In this investigation the electricity generation and the electricity
capacity of energy mix for sub Saharan Africa from 2020 to 2040 including CO2 emission from (coal, oil, gas) (Total Final Consumption, transport) and power generation were analyzed. These energy
sources include conventional and renewable energy sources such as
coal, oil, gas, hydro, nuclear, bioenergy, solar PV, and other renewables. We developed a linear regression equation based on
the least-square method of estimation to forecast the value of energy and CO2 emission. We fit a linear trend to the energy time series including CO2 emission to show how
simple linear regression analysis can be used to forecast future value. The predicted results from 2020 to 2040 show that the electricity capacity and the
electricity generation from gas, hydro, solar PV and other renewables will
dominate compared to nuclear and bioenergy. Some forms of energies contributions such as nuclear
and bioenergy will remain insignificant. The gas will continue to emit a lot
carbon dioxide compared to the emission from oil and coal. The emission of CO2 from total final consumption (TFC) of oil will be high compared to its emission
from power generation (PG) and transport. The least squares estimated regression equation
adequately describes the relationship between Energy or CO2 emission and time period with a high R-squared. This approach of modeling in a linear regression, the energy and CO2 emission simplifies
significantly the analysis to help policy makers underlying reasons for the trends to develop appropriate
strategies for the future, may be useful to assess the sustained economic
development and transformation that require a definition of electricity access
in those countries.