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Environmental Science 1401
Lab 2 – Scientific Method
Procedure
Part II – Answer the following questions. Be sure to validate
your answers with research, readings and in text citations (APA
format).
In which scientific journal was this article published? Do a
quick internet search to locate the full name of the scientific
journal.
South African Journal of Science
Published bimonthly by the Academy of Science of South
Africa.
In which year was the paper published?
2012
What was the problem or the question the researchers are trying
to solve through experimentation?
Why are electric vehicles being considered as a more viable
option of transportation in S. Africa?
What are the major advantages to commercializing electric
vehicles?
What is the main hypothesis proposed by the researchers in the
article
What past research did the authors cite to support their initial
hypothesis in the Introduction? Explain how this research
support the authors’ hypothesis.
What are some ways in which the authors Huo et al. suggested
that CO2 emissions can be reduced in their 2010 study of the
environmental implications of using electric vehicles in China?
In Huo et al. (2010) study, what type of GHG were electric
vehicles indirectly responsible for and why?
List the types of energy sources used in majority by S.
Africans? What is the projected rate of growth for demand in
energy by the year 2030?
In Table 1, which energy source is forecast to be used mainly to
generate energy for S. Africans? Which two sources are
anticipated to show the greatest growth forecast?
These units are used frequently in the article, what do they
stand for and what do they measure?GWkWh
MJ
L
In S. Africa power industry, explain what the authors believe
are the main causes of concerns.
What do the authors consider to be a viable energy alternative
to the current energy source in S. Africa ?
Identify which type of data was not available and not included
in the researchers’ study and assessments.
Why did the authors chose to exclude this energy source from
the study ?
Explain the various assumptions made by the study.
What model serves as the standard to evaluate fuel efficiency in
cars in S. Africa?
Are there dependent variables in the study? What are they?
What is the control group in this experiment?
What are the constants used in the experiment?
In Table IV, which type of vehicle perform the best when it
comes to releasing fewer CO2 emission in 2010. Explain why
this is so.
In Table V, which type of vehicle perform the best when it
comes to releasing fewer CO2, SOx, NOx, and particulate
matter in 2030? Explain why this is so.
What are the environmental issues associated with the release of
excess SOx into the atmosphere in S. Africa?
Describe the authors’ predictions about the use of electric
vehicles in 2030 with regards to SOx, NOx, CO2, particulate
matter emissions.
What are the conclusions the researchers determined from the
research?
What did the authors suggest to be a deterrent to the increase
use of electric vehicles in South Africa?
What recommendations did the researchers propose?
Provide a 200 word paragraph with your personal perspectives
on the article you have just read. What information did you
find most pertinent and how do you think this information will
apply to the general scientific community, the automobile
industries and the power companies from a N. American point
of view and from a global point of view.
S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za
Research Article
Environmental impacts of electric
vehicles in South Africa
Authors:
Xinying Liu1
Diane Hildebrandt1
David Glasser1
Affiliations:
1Centre of Material and
Process Synthesis, School of
Chemical and Metallurgical
Engineering, University
of the Witwatersrand,
Johannesburg, South Africa
Correspondence to:
Xinying Liu
Email:
[email protected]c.za
Postal address:
Private Bag 3, Wits 2050,
South Africa
Dates:
Received: 21 Jan. 2011
Accepted: 11 Aug. 2011
Published: 20 Jan. 2012
How to cite this article:
Liu X, Hildebrandt D,
Glasser D. Environmental
impacts of electric vehicles
in South Africa. S Afr J
Sci. 2012;108(1/2), Art.
#603, 6 pages. http://
dx.doi.org/10.4102/sajs.
v108i1/2.603
Electric vehicles have been seen by some policymakers as a tool
to target reductions in
greenhouse gas emissions.1,2 Some researchers have shown that
the full environmental impact
of electric vehicles depends very much on the cleanliness of the
electricity grid.3 In countries
such as the USA and China, where coal-fired power plants still
play a very important role
in electricity generation, the environmental impact of electric
vehicles is equivalent to, or
even higher than that of cars running on internal combustion
engines.4,5 In this study, the
environmental impacts of electric vehicles in South Africa were
investigated. We found that,
as the bulk of South Africa’s electricity is generated from
relatively low-quality coal and
the advanced exhaust clean up technologies are not implemented
in the current coal-fired
power plants, the use of electric vehicles in South Africa would
not help to cut greenhouse gas
emissions now (2010) or in the future (in 2030 using the IRP
2010 Revision 2, policy-adjusted
IRP scenario), and actually would lead to higher SOx and NOx
emissions.
© 2012. The Authors.
Licensee: AOSIS
OpenJournals. This work
is licensed under the
Creative Commons
Attribution License.
Introduction
Electric vehicles were invented in the 19th century but were
replaced by automobiles with
internal combustion engines (ICEs) in the early 20th century.
However, electric vehicles have
drawn more and more research and commercial interest during
the last few decades because of
the increased concern about the environmental impact of the
petroleum-based transportation
infrastructure. There have also been concerns about the security
of the oil supply, especially after
the oil price hike in mid-2008. US President Barack Obama
announced in August 2009 a USD 2.4
billion investment to drive the development of the next
generation of electric vehicles in the USA.
The aims of the investment are also to support the growth of
domestic jobs, reduce the use of
petroleum, reduce greenhouse gas (GHG) emissions and
advance the USA’s economic recovery,
national energy security and environmental stability.1 The
Department of Trade and Industry in
South Africa also announced in early 2010, in its 2010–2013
Industrial Policy Action Plan, a plan
to commercialise South Africa’s electric vehicles.2
The major advantages of electric vehicles are that they can
utilise almost all the kinds of
energy resources that can be used to generate electricity,
thereby reducing the dependence of
transportation on the volatile petroleum market; they can take
advantage of the development
of renewable energy for electricity generation; and there are no
emissions at the end use, which
helps to reduce pollution in urban areas.
Although electric vehicles are generally considered to be clean,
the full environmental implication
of electric vehicles depends very much on the cleanliness of the
electricity grid. Nicolay et al.3
pointed out in 2000 that the results of a life cycle assessment on
electric vehicles depend strongly
on the efficiency of the energy supply chains as most of the
pollutants considered in the study
(CO2, NOx, SOx, etc.) are directly linked to combustion. A
report released in October 2009 by the
National Research Council in the USA reported that when the
damage and impacts of the whole
life cycle were considered, the aggregate impacts depended on
the grid; in that case the impacts
of all electric vehicles became comparable to, or somewhat
higher than, those from petrol in the
USA, where coal and natural gas fired power plants account for
the majority of total generation.4
Huo et al.5 studied the environmental implications of electric
vehicles in China, where improved
but still low efficiency and heavily polluting coal-fired power
plants make up more than 80%
of the total generation. They concluded that, in 2008, electric
vehicles in China did not promise
much benefit in reducing CO2 emissions, compared with
conventional petrol vehicles and petrol
hybrids. A greater CO2 reduction could be expected if coal
combustion efficiency improved
and the share of the non-fossil electricity increased
significantly.5 The study also revealed that
electric vehicles could increase SO2 emissions by three to ten
times and also double NOx emissions
compared with petrol vehicles, if the electric vehicles were
charged using the current grid in
China. These studies raised concerns about the timing of rolling
out electric vehicles in some
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Research Article
states. We studied the environmental implications of electric
vehicles in South Africa now (2010) and in the future (2030).
Generation mix
There are arguments in the USA that the increasing
penetration of electric vehicles may require additional and
new power capacity. Therefore the energy and environmental
impacts of electric vehicles should be evaluated based on the
marginal generation mix.6,7,8 This approach is reasonable
in the USA as the electricity consumption there has been
stabilised in the last decade9 and the new capacity would
be mainly for electric vehicles. This situation does not apply
to South Africa or to other fast developing countries where
electric vehicles will be only one of the factors in increasing
electricity consumption.5
There has been on average a 3% electricity consumption
growth rate over a 20-year period in South Africa; 20 GW of
additional generation capacity is required by 2020 and up to
40 GW by 2030, on top of the current net installed generation
capacity and contracted imported generation amounts of
43.5 GW.10 As Eskom’s older coal-fired power stations will
probably start to be decommissioned from 2023 onwards, a
new capacity of 50 GW by 2030 is estimated by Eskom. The
Council for Scientific and Industrial Research forecast that
the electricity demand in South Africa in 2030 will be 40%
to 60% higher than the electricity demand in 2009; Eskom’s
System Operations and Planning Division model forecast
even higher demand.11 Electricity consumption for electric
vehicles was not considered in either forecast.
As stated in the Eskom 2010 Annual Report, coal-fired
power stations contributed 92.8% of the total of 232 812 GWh
electricity generation by Eskom in 2009/2010, balanced by
5.5% from nuclear, 1.2% from pumped storage and other,
0.5% from renewable energy and only 0.02% from gas.10 The
Integrated Resource Plan (IRP 1) published in January 2010
projected 10 000 GWh (approximately 4% of the energy mix)
of renewable energy by 2013.12 This projection indicates an
increase of renewable energy in the future, but the number
is still insignificant as the majority of the newly installed
capacity is still from coal.
The Integrated Resource Plan (IRP 2010 Revision 2)
summarises the existing South African generation capacity
in its Appendix D.11 It states that, amongst all the power
plants operated by Eskom and others, coal-fired power
plants contribute 35.5 GW generation capacity, nuclear
contributes 1.8 GW and hydropower 2.1 GW (including
1.5 GW from Cahora Bassa) to base load generation. Pump
storage contributes 1.58 GW for peaking supplies together
with 2.4 GW from gas turbines.11 There is a further 0.5 GW
generation capacity from various limited energy plants using
various resources.
The IRP 2010 Revision 2, which was promulgated in May
2010, also draws a picture of the generation mix in the
future.11 The ’revised balanced scenario’ was considered to
represent a fair and acceptable balance when the draft report
was released in October 2010,11 considering the divergence
in stakeholder expectations and key constraints and risks.11
A ’policy-adjusted IRP’ was proposed in the final report
released in March 2011.11 In the policy-adjusted IRP scenario,
54.7 GW generation capacity will be built between 2010 and
2030, with 10.9 GW capacity decommissioned. This build
will increase the current total generation capacity to 89.5 GW
to cope with the peak demand forecast of 67.8 GW in 2030.
Renewable power generation technology will dominate the
newly built generation capacity (including the committed
new builds) with a total of 18.8 GW, followed by coal-fired
power plant’s 16.4 GW, nuclear’s 9.6 GW, peak open-cycle gas
turbine plant’s 4.9 GW and closed-cycle gas turbine plant’s
2.4 GW, as well as 2.6 GW of imported hydropower. By 2030,
10.9 GW coal generation capacities will be decommissioned.
The current (2010) generation mix and that projected for 2030
(according to the policy-adjusted IRP) are summarised in
Table 1.
There is transmission and distribution loss in the grid. The
actual loss as stated in the Eskom 2010 Annual Report10
was 8.45% in 2010, which includes a total distribution loss
TABLE 1: Generation capacity and energy share in South Africa
in 2010 and in 2030a.
Fuel type Fuel subtype Generation capacity (GW) Energy share
(%)
2010 2030 2010 2030
Coal - 35.5 41.1 90.0 65.5
Current (includes return to service) 35.5 26.1 90.0 41.6b
New PF - 11.0 - 17.5b
New FBC - 1.75 - 2.8b
New PF + FGD - 2.25 - 3.6b
Nuclear - 1.8 11.4 5.0 20.0
Pump storage - 1.6 2.9 - -
Gas-CCGT - 0.0 2.4 0.0 0.8
Peak-OCGT - 2.4 7.3 < 0.1 0.2
Hydropower - 2.1 4.8 5.0 6.0
Renewables - 0.0 18.8 0.0 7.5
Others - 0.5 0.9 < 0.1 < 0.1
TOTAL - 43.9 89.5 100.0 100.0
PF, pulverised fuel; FBC, fluidised bed combustion; FGD, flue
gas desulphurisation; OCGT, open-cycle gas turbine; CCGT,
closed-cycle gas turbine.
a, Based on the policy-adjusted integrated resource plan (IRP)
from IRP 2010 Revision 2.11
b, Estimated under the assumption that all coal-fired power
plants contribute the same online time.
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Research Article
of 5.87% and a total transmission loss of 3.27%. This loss,
as claimed by Eskom, is within the benchmark parameters
of 5.60% to 12.07% and in the first quartile of the top
performing distribution utilities in terms of total energy
losses. Improvement is therefore not forecast in the loss
management. The lower benchmark of 5.60% loss is estimated
for 2030.
The Eskom 2010 Annual Report states that for every kWh
generated, CO2 emissions are 0.98 kg, particulate emissions
0.39 g, SO2 emissions 8.10 g and NOx (as NO2) emissions
are 4.17 g.10 These numbers are very high compared to
European countries, Australia and the USA, as stated in the
annual report, but agree with the findings of von Blottnitz13
that the South African power industry emits more nitrous
oxide, sulphur oxide and particulates than are emitted by
electricity generators in any of the 15 European countries
studied. According to von Blottnitz13, these higher emissions
are because of (1) the comparatively high specific emissions
from coal-fired power plants (with South African stations
performing at the worst level relative to most of Europe,
alongside the Spanish, Greek and Hungarian industries), and
(2) the comparatively very extensive use of coal for electricity
generation in South Africa.13
There has not been any major plan from Eskom to significantly
improve the efficiency and pollution control of current coal-
fired power plants. New technologies do exist to improve
the emissions and the energy efficiencies from coal-fired
power plants and have been used worldwide. The IRP 2010
input parameters published by the Department of Energy in
South Africa for various technologies have been investigated
and are listed in Table 2, together with the current (2010)
generation mix and that projected for 2030 (according to the
policy-adjusted IRP).
Liquid fuel
Unlike in most other countries where crude oil is the only
source for petrol and diesel, a significant amount of liquid
fuel consumed in South Africa is made from coal and natural
gas by way of coal-to-liquid and gas-to-liquid processes,
from which Sasol and PetroSA have contributed close to 36%
of the total liquid fuel market.14 There is no report available
for South Africa that analyses the life cycle emissions of
synthetic liquid fuel, which are very different from those
of conventional fuel. Synthetic liquid fuel produced via the
Fischer–Tropsch process has a very low sulphur content (less
than five parts per million), which is lower than the sulphur
content requirement in the current fuel quality standards.15,16
When carbon capture and sequestration technology is not
applied, the life cycle carbon emission from synthetic fuel is
higher than that of conventional liquid fuel.17 The NOx and
particulate emissions from an engine using synthetic fuel are
close to, or lower than, those of conventional fuel.18,19
Because of a lack of detail regarding the life cycle assessment
of synthetic liquid fuels, as well as to simplify the calculation,
we assumed in this study that the introduction of electric
vehicles in South Africa will initially replace only the market
share of the imported conventional liquid fuel that is made
from crude oil. Emissions from synthetic liquid fuel are
therefore not included in this study.
The environmental standards for liquid fuel quality in
South Africa are low. The current refineries in South Africa
produce petrol and diesel based on the dated Euro III
specifications, which are reflected in SANS 1598:2006 for
petrol and SANS 342:2006 for diesel. The sulphur content of
petrol and standard diesel is set at 500 mg/kg. The sulphur
content of high-quality diesel is set at 50 mg/kg, but this
diesel is available in only some parts of the country. There
has been commitment from the South African Petroleum
Industry Association to progress towards Euro IV-compliant
fuel, which has a sulphur content of 50 mg/kg,20 or even
Euro V-compliant fuel, which has a sulphur content of
10 mg/kg.21 It is presumed in this study that the sulphur
content of petrol and diesel in South Africa in 2030 will meet
the Euro V-compliant standard, which is less than 10 mg/kg.
The emissions from light passenger vehicles in South Africa
are regulated in SANS 20083:2007, which is equivalent to the
Euro III standards.22 It was presumed in this study that the
Euro VI-compliant23 emission standards will apply in South
Africa in 2030. The relevant emission limits are listed in
Table 3.
There is no report on the overall petroleum refining and
distribution efficiency in South Africa. A study conducted
TABLE 2: Generation life cycle cost of various generation
technologies compared with the current and future (2030)
generation mix.11
Technology Generation life cycle cost (g/kWh)
CO2 SOx NOx Particulate matter
Generation mix 201010 980 8.10 4.17 0.39
Pulverised coal11 924 8.93 2.26 0.12
Pulverised coal with FGD 936 0.45 2.30 0.13
Fluidised bed with FGD 977 0.19 0.20 0.09
OCGT 622 0.00 0.28 0.00
CCGT 376 0.00 0.29 0.00
Nuclear 0 0.00 0.00 0.00
Renewablea 0 0.00 0.00 0.00
Generation mix in 2030 (based on policy-adjusted integrated
resource plan) 630 4.95 2.22 0.19
FGD, flue gas desulphurisation; OCGT, open-cycle gas turbine;
CCGT, closed-cycle gas turbine.
a, There are emissions from a renewable power plant, especially
when biomass is used. However, renewable power plants were
not considered in this calculation as biomass does not contribute
a significant amount of generation capacity according to the
Integrated Resource Plan 2010 Revision 2 and the exact
contribution is still unclear. Emissions from a co-generation
plant were also
set to 0 to simplify the calculation.
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Research Article
in Europe reports an energy consumption of 0.155 MJ/MJ
with 14 g CO2eq/MJ emissions for diesel fuel and an energy
consumption of 0.125 MJ/MJ with 12 g CO2eq/MJ emissions
for petrol.17 Crude oil refining accounts for most of the energy
costs and the CO2 emissions. These values were adopted
in our calculations for 2010. A 20% efficiency increase was
estimated for 2030, which gives an amount of 11 g CO2eq/
MJ for diesel. These emission estimations are obviously
different from that in South Africa and our calculations
should be reconsidered when the local value is available.
The SOx, NOx and particulate emissions during the refining
and distribution of liquid fuel are unknown and were not
considered in this study.
Fuel efficiency
The National Association of Automobile Manufacturers
of South Africa provides the fuel efficiency and carbon
emission data of all the cars in the South African market on
its website.24 The fuel consumption for 1.6 L – 1.8 L petrol-
engine light passenger cars is close to 7 L/100 km, with
CO2 emissions close to 165 g/km. The fuel consumption for
1.6 L – 1.8 L diesel-engine light passenger cars is close to
5.2 L/100 km, with CO2 emissions close to 135 g/km. The
fuel efficiency and CO2 emission values used in this study
were therefore, respectively, 7 L/100 km and 165 g/km for
petrol engines and 5.2 L/100 km and 135 g/km for diesel
engines. The only hybrid petrol passenger car in South Africa
is the Toyota Prius Hybrid. The fuel efficiency of the Prius is
4.1 L/100 km, with CO2 emissions of 94 g/km.
24 The Prius
has a special design for better fuel efficiency and therefore
cannot be used here for comparison.
There is no report available on the on-road efficiency of
other petrol hybrid electric vehicles and electric vehicles in
South Africa. The first South African made electric vehicle,
Joule, is expected to be available in 2013.25 The Joule is a light
passenger car with five seats and a 230 km to 300 km range. It
can be regarded as comparable to the 1.6 L – 1.8 L conventional
fuel light passenger cars, but the energy consumption of
the Joule has not yet been released on its manufacturer’s
website. The ratios of the fuel efficiency values of hybrid
electric vehicles, electric vehicles and conventional vehicles
in the Greenhouse Gases, Regulated Emissions, and Energy
Use in Transportation (GREET) Model26 were adopted on the
basis of the same class of vehicle, as well as the same driving
conditions.
At the moment, there are no regulations for CO2 emissions
in South Africa, and therefore no regulations for the fuel
efficiencies of vehicles. The European Union had a voluntary
agreement with the European Automobile Manufacturers
Association, which was to achieve a fleet average for CO2
emissions of 140 g/km (equivalent to 5.8 L/100 km for petrol)
in 2008 for new passenger cars. This target was not achieved.
The ultimate target is now 130 g/km CO2 emissions for all
new passenger cars by 2015. The European Union is pushing
for a new target of 95 g/km for a new car fleet average in
2020.27 In this study, we assumed that by 2030, petrol-engine
light passenger cars in South Africa will have achieved the
CO2 emission target of 130 g/km (5.6 L/100 km for petrol).
The fuel efficiencies of the diesel-engine vehicles, petrol
hybrid, and electric vehicles for 2030 were adjusted according
to the fuel efficiency ratio in 2010.
The rated fuel consumptions of conventional petrol internal
combustion engine vehicles (ICEVs), diesel ICEVs, petrol
hybrid electric vehicles and electric vehicles are listed in
Table 4.
Comparison
The life cycle CO2, SOx, NOx and particulate matter emissions
(PM) for vehicles are listed in Table 5. The analysis from
GREET indicates that more than 97% of the SOx emissions
for electric vehicles are from electricity generation. Only SOx
emissions from electricity generation were considered in our
calculations and only NOx and PM emissions from electricity
generation were considered for electric vehicle pollution
in this calculation. The CO2 equivalent (CO2eq) was also
listed. The CO2eq is calculated as the CO2 emission plus the
CO2eq of NOx. The global warming potential of NOx is 298,
which is used in the Fourth Assessment Report (AR4) of the
Intergovernmental Panel on Climate Change.28
CO2 emissions
It has been shown that when the current grid in South Africa
is used to charge electric vehicles, there is an increase in CO2
emissions of between 17% and 64%. The actual increase in
CO2 emissions by electric vehicles might be less than this
amount because there are many inefficient cars on the roads
in South Africa. Petrol hybrid vehicles perform the best
with respect to CO2 emissions, with a 30% reduction in CO2
emissions; the adoption of petrol hybrids is therefore the
direction that should be encouraged in the near future.
With the application of advanced electricity generating
technologies and fewer coal-fired power plants in the
TABLE 3: Emission standards for light passenger cars.
Emission standards Vehicle type
Petrol Diesel
NOx (g/km) Particulate matter (g/km) NOx (g/km) Particulate
matter (g/km)
Current (Euro III) 0.15 - 0.50 0.0500
2030 (Euro VI) 0.06 -/0.005a 0.08 0.0025
a, Applies only to vehicles with direct injection engines.
TABLE 4: Assumptions of fuel efficiency and CO2 emissions of
light passenger vehicles.
Vehicle type Fuel efficiency (L/100 km) CO2 emissions (g/km)
2010 2030 2010 2030
Petrol ICEVs 7.0 5.5 165 130
Diesel ICEVs 5.2 4.1 135 106
Petrol hybrid 5.0 3.9 118 93
Electric vehicle (kWh) 21.0a 16.0a - -
ICEV, internal combustion engine vehicle.
a, Battery recharge loss included.
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Research Article
generation mix, the CO2 emissions from electric vehicles can
be reduced significantly from the current level. In the case of
the proposed policy-adjusted IRP in the IRP 2010 Revision
2, electric vehicles will be the low carbon emission option in
2030, producing only 69% of the CO2 emissions of a petrol
ICEV and 97% of the CO2 emissions of a petrol hybrid electric
vehicle per kilometre travelled.
SOx emissions
When electric vehicles are charged with the current grid in
South Africa, 35 to 50 times more SOx (1.86 g/km) is emitted
than from ICEVs (0.04 g/km – 0.05 g/km). SOx pollution,
which leads to acid rain, is a more serious environmental
problem than GHG emissions as it affects plant ecosystems,
including agricultural ecosystems, in a very short time. With
the application of advanced technologies, as well as a cleaner
grid, the life cycle SOx emissions from electric vehicles can be
reduced to 0.793 g/km. Such a reduction still makes the SOx
emissions from electric vehicles more than 10 times higher
than the current SOx emissions from the ICEVs, and the
emissions more than 1000 times higher than those from the
ICEVs in 2030 (0.0006 g/km – 0.0008 g/km) if the new low
sulphur fuel standards are implemented.
NOx emissions
When electric vehicles are charged in the current grid
in South Africa, the NOx emissions are two to six times
higher (0.96 g/km) than those of the ICEVs (0.15 g/km –
0.50 g/km). As the grid becomes cleaner, the NOx emissions
can be reduced to 0.34 g/km if the policy-adjusted IRP
scenario proposed in the IRP 2010 Revision 2 is implemented.
This number is in the order of the NOx emissions from the
ICEVs in 2010 but is still four to six times higher than those of
the ICEVs in 2030 when new emission standards are applied.
Particulate matter emissions
There are no PM emissions from petrol ICEVs and petrol
hybrid electric vehicles unless direct injection engines are
used. The petrol vehicles using direct injection engines
are just entering the South African market and were not
considered in this calculation for current (2010) petrol ICEVs
emissions. If electric vehicles are charged from the current
grid in South Africa, the PM emissions are double those of
diesel ICEVs. In 2030, the PM emissions from an electric
vehicle are 12 times higher than those of a diesel ICEV, and
6 times higher than those of a direct injection petrol ICEV,
although a two-thirds emission cut can be achieved from the
grid compared with that of 2010. It can be argued that PM
emissions are not as serious as the other pollutants, as the
PM emissions from the power plants are normally located in
remote areas. The effects of the PM emissions in those areas
cannot be compared directly with the PM emissions from the
diesel ICEVs, which are located in the city, but there are large
settlements around coal fields and coal-fired power plants
in South Africa; these ‘remote’ areas are actually peri-urban.
The PM emissions, together with the NOx and SOx emissions,
will result in smog, which is already a serious problem in
those areas.
Greenhouse gas emissions
Because of the very high greenhouse potential of NOx and
the high emission level of NOx from electric vehicles, the
total life cycle GHG emission measure of CO2eq of electric
vehicles (511 g/km) is 65% to 115% higher than that of ICEVs
when electric vehicles are charged with the current grid. A
60% reduction (to 207 g/km) in the total GHG emission is
proposed in the policy-adjusted IRP scenario in 2030. This
value is in the order of the total GHG emission of hybrid
electric vehicles in 2010 (182 g/km to 310 g/km), but is 25%
higher than petrol ICEVs, 41% higher than diesel ICEVs, and
70% higher than hybrid electric vehicles in 2030.
Conclusions
The major advantage of electric vehicles is that there is
no emission at the user end, which will help to improve
the air quality of urban areas. The pollutants from ICEVs
and hybrid electric vehicles that affect the air quality are
CO, hydrocarbons and PMs. The emissions of the CO and
hydrocarbons from electric vehicles were not studied here
as the emissions of such pollutants at the user end are zero.
PMs may only affect the areas surrounding coal-fired power
plants, but these areas are normally peri-urban; the PM
pollution, together with SOx and NOx emissions, will result
in smog in these areas.
In terms of CO2, SOx and NOx emissions, whose effects are
not limited to the point of pollution, the environmental
benefits from electric vehicles are very limited in the current
situation. The worst case scenario is that 35 to 50 times
more SOx will be emitted when conventional vehicles are
replaced with electric vehicles in the current grid. The CO2
emissions from electric vehicles in the current grid are higher
TABLE 5: Life cycle CO2, SOx, NOx and particulate matter
emissions in 2010 and 2030.
Vehicle type Year Emissions (g/km)
CO2 SOx NOx Particulate matter CO2eq
Petrol ICEV 2010 192 0.0520 0.150 - 237
2030 147 0.0008 0.060 -/0.0005a 165
Diesel ICEV 2010 161 0.0430 0.500 0.0500 310
2030 123 0.0007 0.080 0.0025 147
Petrol hybrid 2010 137 0.0380 0.150 - 182
2030 104 0.0006 0.060 - 122
Electric vehicle 2010 225 1.8580 0.960 0.0890 511
2030 101 0.7930 0.335 0.0300 207
ICEV, internal combustion engine vehicle.
a, Applies only to vehicles with direct injection engines.
Page 5 of 6
S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za
Research ArticlePage 6 of 6
than those of vehicles using conventional liquid fuel. NOx
emissions will be at least double those of ICEVs and hybrid
electric vehicles. The total GHG emission is actually greater
from electric vehicles.
As the grid is becoming cleaner, thanks to the implementation
of advanced coal-fired power plant technology as well as
renewable energy, these emissions can be cut significantly
in 2030. Electric vehicles will be a cleaner option when only
CO2 emissions need to be considered in 2030, with similar
performances from petrol hybrid electric vehicles. When
switching to electric vehicles from ICEVs, a reduction in
CO2 emissions of 18% to 31% can be achieved per kilometre
travelled. In the case of NOx, the life cycle NOx emissions
from electric vehicles will still be four to six times higher than
those from vehicles using conventional liquid fuel. As the
reduction in NOx emissions is not significant enough, electric
vehicles are still the worst option when one considers the
total GHG emissions. The worst case is that of SOx: although
there is a projected 43% reduction in SOx emissions from the
grid in 2030 compared to in 2010, the life cycle SOx emission
from electric vehicles will be more than 1000 times higher
than those from ICEVs and hybrid electric vehicles in 2030.
Implementing electric vehicles in South Africa does not help
to cut total GHG emissions, now (2010) or in the foreseeable
future (2030), and would lead indirectly to higher SOx and
NOx emissions. If electric vehicles are to play an important
role on South Africa’s roads, new technologies have to be
investigated and implemented to lower the SOx and NOx
emissions for electricity generation further, in order to make
electric vehicle emissions comparable to those of ICEVs and
hybrid electric vehicles.
Acknowledgements
Competing interests
We declare that we have no financial or personal relationships
which may have inappropriately influenced us in writing
this article.
Authors’ contributions
Dr Liu was the main investigator and wrote the manuscript.
Prof. Hildebrandt and Prof. Glasser made conceptual
contributions and reviewed the manuscript.
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Environmental Science 1401Lab 2 – Scientific MethodProcedure.docx

  • 1. Environmental Science 1401 Lab 2 – Scientific Method Procedure Part II – Answer the following questions. Be sure to validate your answers with research, readings and in text citations (APA format). In which scientific journal was this article published? Do a quick internet search to locate the full name of the scientific journal. South African Journal of Science Published bimonthly by the Academy of Science of South Africa. In which year was the paper published? 2012 What was the problem or the question the researchers are trying to solve through experimentation? Why are electric vehicles being considered as a more viable option of transportation in S. Africa? What are the major advantages to commercializing electric vehicles? What is the main hypothesis proposed by the researchers in the article What past research did the authors cite to support their initial hypothesis in the Introduction? Explain how this research support the authors’ hypothesis. What are some ways in which the authors Huo et al. suggested that CO2 emissions can be reduced in their 2010 study of the
  • 2. environmental implications of using electric vehicles in China? In Huo et al. (2010) study, what type of GHG were electric vehicles indirectly responsible for and why? List the types of energy sources used in majority by S. Africans? What is the projected rate of growth for demand in energy by the year 2030? In Table 1, which energy source is forecast to be used mainly to generate energy for S. Africans? Which two sources are anticipated to show the greatest growth forecast? These units are used frequently in the article, what do they stand for and what do they measure?GWkWh MJ L In S. Africa power industry, explain what the authors believe are the main causes of concerns. What do the authors consider to be a viable energy alternative to the current energy source in S. Africa ? Identify which type of data was not available and not included in the researchers’ study and assessments.
  • 3. Why did the authors chose to exclude this energy source from the study ? Explain the various assumptions made by the study. What model serves as the standard to evaluate fuel efficiency in cars in S. Africa? Are there dependent variables in the study? What are they? What is the control group in this experiment? What are the constants used in the experiment? In Table IV, which type of vehicle perform the best when it comes to releasing fewer CO2 emission in 2010. Explain why this is so. In Table V, which type of vehicle perform the best when it comes to releasing fewer CO2, SOx, NOx, and particulate matter in 2030? Explain why this is so. What are the environmental issues associated with the release of excess SOx into the atmosphere in S. Africa? Describe the authors’ predictions about the use of electric vehicles in 2030 with regards to SOx, NOx, CO2, particulate matter emissions. What are the conclusions the researchers determined from the research? What did the authors suggest to be a deterrent to the increase use of electric vehicles in South Africa?
  • 4. What recommendations did the researchers propose? Provide a 200 word paragraph with your personal perspectives on the article you have just read. What information did you find most pertinent and how do you think this information will apply to the general scientific community, the automobile industries and the power companies from a N. American point of view and from a global point of view. S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za Research Article Environmental impacts of electric vehicles in South Africa Authors: Xinying Liu1 Diane Hildebrandt1 David Glasser1 Affiliations: 1Centre of Material and Process Synthesis, School of Chemical and Metallurgical Engineering, University of the Witwatersrand, Johannesburg, South Africa Correspondence to: Xinying Liu
  • 5. Email: [email protected]c.za Postal address: Private Bag 3, Wits 2050, South Africa Dates: Received: 21 Jan. 2011 Accepted: 11 Aug. 2011 Published: 20 Jan. 2012 How to cite this article: Liu X, Hildebrandt D, Glasser D. Environmental impacts of electric vehicles in South Africa. S Afr J Sci. 2012;108(1/2), Art. #603, 6 pages. http:// dx.doi.org/10.4102/sajs. v108i1/2.603 Electric vehicles have been seen by some policymakers as a tool to target reductions in greenhouse gas emissions.1,2 Some researchers have shown that the full environmental impact of electric vehicles depends very much on the cleanliness of the electricity grid.3 In countries such as the USA and China, where coal-fired power plants still play a very important role in electricity generation, the environmental impact of electric vehicles is equivalent to, or even higher than that of cars running on internal combustion engines.4,5 In this study, the environmental impacts of electric vehicles in South Africa were
  • 6. investigated. We found that, as the bulk of South Africa’s electricity is generated from relatively low-quality coal and the advanced exhaust clean up technologies are not implemented in the current coal-fired power plants, the use of electric vehicles in South Africa would not help to cut greenhouse gas emissions now (2010) or in the future (in 2030 using the IRP 2010 Revision 2, policy-adjusted IRP scenario), and actually would lead to higher SOx and NOx emissions. © 2012. The Authors. Licensee: AOSIS OpenJournals. This work is licensed under the Creative Commons Attribution License. Introduction Electric vehicles were invented in the 19th century but were replaced by automobiles with internal combustion engines (ICEs) in the early 20th century. However, electric vehicles have drawn more and more research and commercial interest during the last few decades because of the increased concern about the environmental impact of the petroleum-based transportation infrastructure. There have also been concerns about the security of the oil supply, especially after the oil price hike in mid-2008. US President Barack Obama announced in August 2009 a USD 2.4 billion investment to drive the development of the next generation of electric vehicles in the USA. The aims of the investment are also to support the growth of domestic jobs, reduce the use of
  • 7. petroleum, reduce greenhouse gas (GHG) emissions and advance the USA’s economic recovery, national energy security and environmental stability.1 The Department of Trade and Industry in South Africa also announced in early 2010, in its 2010–2013 Industrial Policy Action Plan, a plan to commercialise South Africa’s electric vehicles.2 The major advantages of electric vehicles are that they can utilise almost all the kinds of energy resources that can be used to generate electricity, thereby reducing the dependence of transportation on the volatile petroleum market; they can take advantage of the development of renewable energy for electricity generation; and there are no emissions at the end use, which helps to reduce pollution in urban areas. Although electric vehicles are generally considered to be clean, the full environmental implication of electric vehicles depends very much on the cleanliness of the electricity grid. Nicolay et al.3 pointed out in 2000 that the results of a life cycle assessment on electric vehicles depend strongly on the efficiency of the energy supply chains as most of the pollutants considered in the study (CO2, NOx, SOx, etc.) are directly linked to combustion. A report released in October 2009 by the National Research Council in the USA reported that when the damage and impacts of the whole life cycle were considered, the aggregate impacts depended on the grid; in that case the impacts of all electric vehicles became comparable to, or somewhat higher than, those from petrol in the USA, where coal and natural gas fired power plants account for the majority of total generation.4
  • 8. Huo et al.5 studied the environmental implications of electric vehicles in China, where improved but still low efficiency and heavily polluting coal-fired power plants make up more than 80% of the total generation. They concluded that, in 2008, electric vehicles in China did not promise much benefit in reducing CO2 emissions, compared with conventional petrol vehicles and petrol hybrids. A greater CO2 reduction could be expected if coal combustion efficiency improved and the share of the non-fossil electricity increased significantly.5 The study also revealed that electric vehicles could increase SO2 emissions by three to ten times and also double NOx emissions compared with petrol vehicles, if the electric vehicles were charged using the current grid in China. These studies raised concerns about the timing of rolling out electric vehicles in some Page 1 of 6 S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za Research Article states. We studied the environmental implications of electric vehicles in South Africa now (2010) and in the future (2030). Generation mix There are arguments in the USA that the increasing penetration of electric vehicles may require additional and new power capacity. Therefore the energy and environmental impacts of electric vehicles should be evaluated based on the
  • 9. marginal generation mix.6,7,8 This approach is reasonable in the USA as the electricity consumption there has been stabilised in the last decade9 and the new capacity would be mainly for electric vehicles. This situation does not apply to South Africa or to other fast developing countries where electric vehicles will be only one of the factors in increasing electricity consumption.5 There has been on average a 3% electricity consumption growth rate over a 20-year period in South Africa; 20 GW of additional generation capacity is required by 2020 and up to 40 GW by 2030, on top of the current net installed generation capacity and contracted imported generation amounts of 43.5 GW.10 As Eskom’s older coal-fired power stations will probably start to be decommissioned from 2023 onwards, a new capacity of 50 GW by 2030 is estimated by Eskom. The Council for Scientific and Industrial Research forecast that the electricity demand in South Africa in 2030 will be 40% to 60% higher than the electricity demand in 2009; Eskom’s System Operations and Planning Division model forecast even higher demand.11 Electricity consumption for electric vehicles was not considered in either forecast. As stated in the Eskom 2010 Annual Report, coal-fired power stations contributed 92.8% of the total of 232 812 GWh electricity generation by Eskom in 2009/2010, balanced by 5.5% from nuclear, 1.2% from pumped storage and other, 0.5% from renewable energy and only 0.02% from gas.10 The Integrated Resource Plan (IRP 1) published in January 2010 projected 10 000 GWh (approximately 4% of the energy mix) of renewable energy by 2013.12 This projection indicates an increase of renewable energy in the future, but the number is still insignificant as the majority of the newly installed capacity is still from coal.
  • 10. The Integrated Resource Plan (IRP 2010 Revision 2) summarises the existing South African generation capacity in its Appendix D.11 It states that, amongst all the power plants operated by Eskom and others, coal-fired power plants contribute 35.5 GW generation capacity, nuclear contributes 1.8 GW and hydropower 2.1 GW (including 1.5 GW from Cahora Bassa) to base load generation. Pump storage contributes 1.58 GW for peaking supplies together with 2.4 GW from gas turbines.11 There is a further 0.5 GW generation capacity from various limited energy plants using various resources. The IRP 2010 Revision 2, which was promulgated in May 2010, also draws a picture of the generation mix in the future.11 The ’revised balanced scenario’ was considered to represent a fair and acceptable balance when the draft report was released in October 2010,11 considering the divergence in stakeholder expectations and key constraints and risks.11 A ’policy-adjusted IRP’ was proposed in the final report released in March 2011.11 In the policy-adjusted IRP scenario, 54.7 GW generation capacity will be built between 2010 and 2030, with 10.9 GW capacity decommissioned. This build will increase the current total generation capacity to 89.5 GW to cope with the peak demand forecast of 67.8 GW in 2030. Renewable power generation technology will dominate the newly built generation capacity (including the committed new builds) with a total of 18.8 GW, followed by coal-fired power plant’s 16.4 GW, nuclear’s 9.6 GW, peak open-cycle gas turbine plant’s 4.9 GW and closed-cycle gas turbine plant’s 2.4 GW, as well as 2.6 GW of imported hydropower. By 2030, 10.9 GW coal generation capacities will be decommissioned. The current (2010) generation mix and that projected for 2030 (according to the policy-adjusted IRP) are summarised in Table 1. There is transmission and distribution loss in the grid. The
  • 11. actual loss as stated in the Eskom 2010 Annual Report10 was 8.45% in 2010, which includes a total distribution loss TABLE 1: Generation capacity and energy share in South Africa in 2010 and in 2030a. Fuel type Fuel subtype Generation capacity (GW) Energy share (%) 2010 2030 2010 2030 Coal - 35.5 41.1 90.0 65.5 Current (includes return to service) 35.5 26.1 90.0 41.6b New PF - 11.0 - 17.5b New FBC - 1.75 - 2.8b New PF + FGD - 2.25 - 3.6b Nuclear - 1.8 11.4 5.0 20.0 Pump storage - 1.6 2.9 - - Gas-CCGT - 0.0 2.4 0.0 0.8 Peak-OCGT - 2.4 7.3 < 0.1 0.2 Hydropower - 2.1 4.8 5.0 6.0 Renewables - 0.0 18.8 0.0 7.5 Others - 0.5 0.9 < 0.1 < 0.1 TOTAL - 43.9 89.5 100.0 100.0 PF, pulverised fuel; FBC, fluidised bed combustion; FGD, flue gas desulphurisation; OCGT, open-cycle gas turbine; CCGT, closed-cycle gas turbine. a, Based on the policy-adjusted integrated resource plan (IRP) from IRP 2010 Revision 2.11 b, Estimated under the assumption that all coal-fired power plants contribute the same online time. Page 2 of 6
  • 12. S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za Research Article of 5.87% and a total transmission loss of 3.27%. This loss, as claimed by Eskom, is within the benchmark parameters of 5.60% to 12.07% and in the first quartile of the top performing distribution utilities in terms of total energy losses. Improvement is therefore not forecast in the loss management. The lower benchmark of 5.60% loss is estimated for 2030. The Eskom 2010 Annual Report states that for every kWh generated, CO2 emissions are 0.98 kg, particulate emissions 0.39 g, SO2 emissions 8.10 g and NOx (as NO2) emissions are 4.17 g.10 These numbers are very high compared to European countries, Australia and the USA, as stated in the annual report, but agree with the findings of von Blottnitz13 that the South African power industry emits more nitrous oxide, sulphur oxide and particulates than are emitted by electricity generators in any of the 15 European countries studied. According to von Blottnitz13, these higher emissions are because of (1) the comparatively high specific emissions from coal-fired power plants (with South African stations performing at the worst level relative to most of Europe, alongside the Spanish, Greek and Hungarian industries), and (2) the comparatively very extensive use of coal for electricity generation in South Africa.13 There has not been any major plan from Eskom to significantly improve the efficiency and pollution control of current coal- fired power plants. New technologies do exist to improve the emissions and the energy efficiencies from coal-fired
  • 13. power plants and have been used worldwide. The IRP 2010 input parameters published by the Department of Energy in South Africa for various technologies have been investigated and are listed in Table 2, together with the current (2010) generation mix and that projected for 2030 (according to the policy-adjusted IRP). Liquid fuel Unlike in most other countries where crude oil is the only source for petrol and diesel, a significant amount of liquid fuel consumed in South Africa is made from coal and natural gas by way of coal-to-liquid and gas-to-liquid processes, from which Sasol and PetroSA have contributed close to 36% of the total liquid fuel market.14 There is no report available for South Africa that analyses the life cycle emissions of synthetic liquid fuel, which are very different from those of conventional fuel. Synthetic liquid fuel produced via the Fischer–Tropsch process has a very low sulphur content (less than five parts per million), which is lower than the sulphur content requirement in the current fuel quality standards.15,16 When carbon capture and sequestration technology is not applied, the life cycle carbon emission from synthetic fuel is higher than that of conventional liquid fuel.17 The NOx and particulate emissions from an engine using synthetic fuel are close to, or lower than, those of conventional fuel.18,19 Because of a lack of detail regarding the life cycle assessment of synthetic liquid fuels, as well as to simplify the calculation, we assumed in this study that the introduction of electric vehicles in South Africa will initially replace only the market share of the imported conventional liquid fuel that is made from crude oil. Emissions from synthetic liquid fuel are therefore not included in this study. The environmental standards for liquid fuel quality in
  • 14. South Africa are low. The current refineries in South Africa produce petrol and diesel based on the dated Euro III specifications, which are reflected in SANS 1598:2006 for petrol and SANS 342:2006 for diesel. The sulphur content of petrol and standard diesel is set at 500 mg/kg. The sulphur content of high-quality diesel is set at 50 mg/kg, but this diesel is available in only some parts of the country. There has been commitment from the South African Petroleum Industry Association to progress towards Euro IV-compliant fuel, which has a sulphur content of 50 mg/kg,20 or even Euro V-compliant fuel, which has a sulphur content of 10 mg/kg.21 It is presumed in this study that the sulphur content of petrol and diesel in South Africa in 2030 will meet the Euro V-compliant standard, which is less than 10 mg/kg. The emissions from light passenger vehicles in South Africa are regulated in SANS 20083:2007, which is equivalent to the Euro III standards.22 It was presumed in this study that the Euro VI-compliant23 emission standards will apply in South Africa in 2030. The relevant emission limits are listed in Table 3. There is no report on the overall petroleum refining and distribution efficiency in South Africa. A study conducted TABLE 2: Generation life cycle cost of various generation technologies compared with the current and future (2030) generation mix.11 Technology Generation life cycle cost (g/kWh) CO2 SOx NOx Particulate matter Generation mix 201010 980 8.10 4.17 0.39 Pulverised coal11 924 8.93 2.26 0.12 Pulverised coal with FGD 936 0.45 2.30 0.13
  • 15. Fluidised bed with FGD 977 0.19 0.20 0.09 OCGT 622 0.00 0.28 0.00 CCGT 376 0.00 0.29 0.00 Nuclear 0 0.00 0.00 0.00 Renewablea 0 0.00 0.00 0.00 Generation mix in 2030 (based on policy-adjusted integrated resource plan) 630 4.95 2.22 0.19 FGD, flue gas desulphurisation; OCGT, open-cycle gas turbine; CCGT, closed-cycle gas turbine. a, There are emissions from a renewable power plant, especially when biomass is used. However, renewable power plants were not considered in this calculation as biomass does not contribute a significant amount of generation capacity according to the Integrated Resource Plan 2010 Revision 2 and the exact contribution is still unclear. Emissions from a co-generation plant were also set to 0 to simplify the calculation. Page 3 of 6 S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za Research Article in Europe reports an energy consumption of 0.155 MJ/MJ with 14 g CO2eq/MJ emissions for diesel fuel and an energy consumption of 0.125 MJ/MJ with 12 g CO2eq/MJ emissions for petrol.17 Crude oil refining accounts for most of the energy costs and the CO2 emissions. These values were adopted in our calculations for 2010. A 20% efficiency increase was estimated for 2030, which gives an amount of 11 g CO2eq/ MJ for diesel. These emission estimations are obviously different from that in South Africa and our calculations should be reconsidered when the local value is available.
  • 16. The SOx, NOx and particulate emissions during the refining and distribution of liquid fuel are unknown and were not considered in this study. Fuel efficiency The National Association of Automobile Manufacturers of South Africa provides the fuel efficiency and carbon emission data of all the cars in the South African market on its website.24 The fuel consumption for 1.6 L – 1.8 L petrol- engine light passenger cars is close to 7 L/100 km, with CO2 emissions close to 165 g/km. The fuel consumption for 1.6 L – 1.8 L diesel-engine light passenger cars is close to 5.2 L/100 km, with CO2 emissions close to 135 g/km. The fuel efficiency and CO2 emission values used in this study were therefore, respectively, 7 L/100 km and 165 g/km for petrol engines and 5.2 L/100 km and 135 g/km for diesel engines. The only hybrid petrol passenger car in South Africa is the Toyota Prius Hybrid. The fuel efficiency of the Prius is 4.1 L/100 km, with CO2 emissions of 94 g/km. 24 The Prius has a special design for better fuel efficiency and therefore cannot be used here for comparison. There is no report available on the on-road efficiency of other petrol hybrid electric vehicles and electric vehicles in South Africa. The first South African made electric vehicle, Joule, is expected to be available in 2013.25 The Joule is a light passenger car with five seats and a 230 km to 300 km range. It can be regarded as comparable to the 1.6 L – 1.8 L conventional fuel light passenger cars, but the energy consumption of the Joule has not yet been released on its manufacturer’s website. The ratios of the fuel efficiency values of hybrid electric vehicles, electric vehicles and conventional vehicles in the Greenhouse Gases, Regulated Emissions, and Energy Use in Transportation (GREET) Model26 were adopted on the
  • 17. basis of the same class of vehicle, as well as the same driving conditions. At the moment, there are no regulations for CO2 emissions in South Africa, and therefore no regulations for the fuel efficiencies of vehicles. The European Union had a voluntary agreement with the European Automobile Manufacturers Association, which was to achieve a fleet average for CO2 emissions of 140 g/km (equivalent to 5.8 L/100 km for petrol) in 2008 for new passenger cars. This target was not achieved. The ultimate target is now 130 g/km CO2 emissions for all new passenger cars by 2015. The European Union is pushing for a new target of 95 g/km for a new car fleet average in 2020.27 In this study, we assumed that by 2030, petrol-engine light passenger cars in South Africa will have achieved the CO2 emission target of 130 g/km (5.6 L/100 km for petrol). The fuel efficiencies of the diesel-engine vehicles, petrol hybrid, and electric vehicles for 2030 were adjusted according to the fuel efficiency ratio in 2010. The rated fuel consumptions of conventional petrol internal combustion engine vehicles (ICEVs), diesel ICEVs, petrol hybrid electric vehicles and electric vehicles are listed in Table 4. Comparison The life cycle CO2, SOx, NOx and particulate matter emissions (PM) for vehicles are listed in Table 5. The analysis from GREET indicates that more than 97% of the SOx emissions for electric vehicles are from electricity generation. Only SOx emissions from electricity generation were considered in our calculations and only NOx and PM emissions from electricity generation were considered for electric vehicle pollution in this calculation. The CO2 equivalent (CO2eq) was also listed. The CO2eq is calculated as the CO2 emission plus the
  • 18. CO2eq of NOx. The global warming potential of NOx is 298, which is used in the Fourth Assessment Report (AR4) of the Intergovernmental Panel on Climate Change.28 CO2 emissions It has been shown that when the current grid in South Africa is used to charge electric vehicles, there is an increase in CO2 emissions of between 17% and 64%. The actual increase in CO2 emissions by electric vehicles might be less than this amount because there are many inefficient cars on the roads in South Africa. Petrol hybrid vehicles perform the best with respect to CO2 emissions, with a 30% reduction in CO2 emissions; the adoption of petrol hybrids is therefore the direction that should be encouraged in the near future. With the application of advanced electricity generating technologies and fewer coal-fired power plants in the TABLE 3: Emission standards for light passenger cars. Emission standards Vehicle type Petrol Diesel NOx (g/km) Particulate matter (g/km) NOx (g/km) Particulate matter (g/km) Current (Euro III) 0.15 - 0.50 0.0500 2030 (Euro VI) 0.06 -/0.005a 0.08 0.0025 a, Applies only to vehicles with direct injection engines. TABLE 4: Assumptions of fuel efficiency and CO2 emissions of light passenger vehicles. Vehicle type Fuel efficiency (L/100 km) CO2 emissions (g/km) 2010 2030 2010 2030 Petrol ICEVs 7.0 5.5 165 130 Diesel ICEVs 5.2 4.1 135 106
  • 19. Petrol hybrid 5.0 3.9 118 93 Electric vehicle (kWh) 21.0a 16.0a - - ICEV, internal combustion engine vehicle. a, Battery recharge loss included. Page 4 of 6 S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za Research Article generation mix, the CO2 emissions from electric vehicles can be reduced significantly from the current level. In the case of the proposed policy-adjusted IRP in the IRP 2010 Revision 2, electric vehicles will be the low carbon emission option in 2030, producing only 69% of the CO2 emissions of a petrol ICEV and 97% of the CO2 emissions of a petrol hybrid electric vehicle per kilometre travelled. SOx emissions When electric vehicles are charged with the current grid in South Africa, 35 to 50 times more SOx (1.86 g/km) is emitted than from ICEVs (0.04 g/km – 0.05 g/km). SOx pollution, which leads to acid rain, is a more serious environmental problem than GHG emissions as it affects plant ecosystems, including agricultural ecosystems, in a very short time. With the application of advanced technologies, as well as a cleaner grid, the life cycle SOx emissions from electric vehicles can be reduced to 0.793 g/km. Such a reduction still makes the SOx emissions from electric vehicles more than 10 times higher than the current SOx emissions from the ICEVs, and the emissions more than 1000 times higher than those from the ICEVs in 2030 (0.0006 g/km – 0.0008 g/km) if the new low sulphur fuel standards are implemented.
  • 20. NOx emissions When electric vehicles are charged in the current grid in South Africa, the NOx emissions are two to six times higher (0.96 g/km) than those of the ICEVs (0.15 g/km – 0.50 g/km). As the grid becomes cleaner, the NOx emissions can be reduced to 0.34 g/km if the policy-adjusted IRP scenario proposed in the IRP 2010 Revision 2 is implemented. This number is in the order of the NOx emissions from the ICEVs in 2010 but is still four to six times higher than those of the ICEVs in 2030 when new emission standards are applied. Particulate matter emissions There are no PM emissions from petrol ICEVs and petrol hybrid electric vehicles unless direct injection engines are used. The petrol vehicles using direct injection engines are just entering the South African market and were not considered in this calculation for current (2010) petrol ICEVs emissions. If electric vehicles are charged from the current grid in South Africa, the PM emissions are double those of diesel ICEVs. In 2030, the PM emissions from an electric vehicle are 12 times higher than those of a diesel ICEV, and 6 times higher than those of a direct injection petrol ICEV, although a two-thirds emission cut can be achieved from the grid compared with that of 2010. It can be argued that PM emissions are not as serious as the other pollutants, as the PM emissions from the power plants are normally located in remote areas. The effects of the PM emissions in those areas cannot be compared directly with the PM emissions from the diesel ICEVs, which are located in the city, but there are large settlements around coal fields and coal-fired power plants in South Africa; these ‘remote’ areas are actually peri-urban. The PM emissions, together with the NOx and SOx emissions, will result in smog, which is already a serious problem in those areas.
  • 21. Greenhouse gas emissions Because of the very high greenhouse potential of NOx and the high emission level of NOx from electric vehicles, the total life cycle GHG emission measure of CO2eq of electric vehicles (511 g/km) is 65% to 115% higher than that of ICEVs when electric vehicles are charged with the current grid. A 60% reduction (to 207 g/km) in the total GHG emission is proposed in the policy-adjusted IRP scenario in 2030. This value is in the order of the total GHG emission of hybrid electric vehicles in 2010 (182 g/km to 310 g/km), but is 25% higher than petrol ICEVs, 41% higher than diesel ICEVs, and 70% higher than hybrid electric vehicles in 2030. Conclusions The major advantage of electric vehicles is that there is no emission at the user end, which will help to improve the air quality of urban areas. The pollutants from ICEVs and hybrid electric vehicles that affect the air quality are CO, hydrocarbons and PMs. The emissions of the CO and hydrocarbons from electric vehicles were not studied here as the emissions of such pollutants at the user end are zero. PMs may only affect the areas surrounding coal-fired power plants, but these areas are normally peri-urban; the PM pollution, together with SOx and NOx emissions, will result in smog in these areas. In terms of CO2, SOx and NOx emissions, whose effects are not limited to the point of pollution, the environmental benefits from electric vehicles are very limited in the current situation. The worst case scenario is that 35 to 50 times more SOx will be emitted when conventional vehicles are replaced with electric vehicles in the current grid. The CO2 emissions from electric vehicles in the current grid are higher TABLE 5: Life cycle CO2, SOx, NOx and particulate matter
  • 22. emissions in 2010 and 2030. Vehicle type Year Emissions (g/km) CO2 SOx NOx Particulate matter CO2eq Petrol ICEV 2010 192 0.0520 0.150 - 237 2030 147 0.0008 0.060 -/0.0005a 165 Diesel ICEV 2010 161 0.0430 0.500 0.0500 310 2030 123 0.0007 0.080 0.0025 147 Petrol hybrid 2010 137 0.0380 0.150 - 182 2030 104 0.0006 0.060 - 122 Electric vehicle 2010 225 1.8580 0.960 0.0890 511 2030 101 0.7930 0.335 0.0300 207 ICEV, internal combustion engine vehicle. a, Applies only to vehicles with direct injection engines. Page 5 of 6 S Afr J Sci 2012; 108(1/2) http://www.sajs.co.za Research ArticlePage 6 of 6 than those of vehicles using conventional liquid fuel. NOx emissions will be at least double those of ICEVs and hybrid electric vehicles. The total GHG emission is actually greater from electric vehicles. As the grid is becoming cleaner, thanks to the implementation of advanced coal-fired power plant technology as well as renewable energy, these emissions can be cut significantly in 2030. Electric vehicles will be a cleaner option when only
  • 23. CO2 emissions need to be considered in 2030, with similar performances from petrol hybrid electric vehicles. When switching to electric vehicles from ICEVs, a reduction in CO2 emissions of 18% to 31% can be achieved per kilometre travelled. In the case of NOx, the life cycle NOx emissions from electric vehicles will still be four to six times higher than those from vehicles using conventional liquid fuel. As the reduction in NOx emissions is not significant enough, electric vehicles are still the worst option when one considers the total GHG emissions. The worst case is that of SOx: although there is a projected 43% reduction in SOx emissions from the grid in 2030 compared to in 2010, the life cycle SOx emission from electric vehicles will be more than 1000 times higher than those from ICEVs and hybrid electric vehicles in 2030. Implementing electric vehicles in South Africa does not help to cut total GHG emissions, now (2010) or in the foreseeable future (2030), and would lead indirectly to higher SOx and NOx emissions. If electric vehicles are to play an important role on South Africa’s roads, new technologies have to be investigated and implemented to lower the SOx and NOx emissions for electricity generation further, in order to make electric vehicle emissions comparable to those of ICEVs and hybrid electric vehicles. Acknowledgements Competing interests We declare that we have no financial or personal relationships which may have inappropriately influenced us in writing this article. Authors’ contributions Dr Liu was the main investigator and wrote the manuscript. Prof. Hildebrandt and Prof. Glasser made conceptual contributions and reviewed the manuscript.
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  • 32. Copyright of South African Journal of Science is the property of African Online Scientific Information System PTY LTD and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use.