Memorandum by the Environmental Change
Institute
INTRODUCTION
1. Research carried out at the Environmental
Change Institute at the University of Oxford has demonstrated
that a mix of renewable technologies, together with a planned
approach to the development of renewables across the country,
has the potential to reduce significantly the overall intermittency
from grid connected intermittent renewables.
2. This submission demonstrates that strategies
to better match electricity generated by intermittent renewables
with current electricity demand patterns will substantially reduce
(but not eliminate) the need for stand-by generating capacity.
There exists the opportunity to manage intermittency from renewables
through appropriate planning, resulting in cost savings for the
electricity supply industry.
3. This submission concerns the necessity
for, scale of, and opportunities to better manage stand-by capacity
requirements for large scale adoption of intermittent sources
of renewable electricity generation. Intermittency is a real concern
for electricity networks with large amounts of renewable generation,
however the opportunity to manage this intermittency, and the
cost benefits that may arise from appropriate planning, are often
overlooked.
INTERMITTENCY RESEARCH
4. The research considered the intermittency
properties of offshore wind, solar photovoltaic (solar PV) and
domestic combined heat and power (dCHP)[1]
electricity production, and examined strategies to reduce the
overall intermittency from these technologies (onshore wind, wave
and other intermittent renewables have not been considered in
this research).
5. Using long-term environmental records,
the potential hourly electricity output from offshore wind farms
in four main areas around the English and Welsh coasts, together
with the potential hourly electricity output from solar PV and
dCHP systems in London was modelled. These modelled electricity
supply profiles were then compared against the hourly electricity
demand profile for England and Wales.
6. The computer model allowed different
weightings to be attached to the intermittent electricity output
from different wind, solar PV and dCHP sourcesthe purpose
of this was to determine the mix of generating capacity from the
different technologies, and in the case of wind from the different
wind farm sites, that would result in the closest match between
the intermittent electricity supply profile from these sites and
the known electricity demand profile.
7. Once the optimum distribution of intermittent
generating capacity amongst the wind, solar PV and dCHP sites
had been determined, the research identified the system benefits
of this approach, including the impact these results could have
on the size of stand-by generating capacity required by the network.
8. A primary benefit of this finding is
that the management of intermittency will result in large reductions
in the stand-by capacity. Additional benefits to the electricity
generation and distribution system were also identified.
COMPLEMENTARY INTERMITTENCY
PATTERNS
9. Different patterns of intermittency are
observed from different technologies, and from the same technology
used at different sites. Once these differences in intermittency
patterns are known, it is possible to identify complementary patterns
between different sites or technologies, and thus plan the development
of intermittent renewables to better match the electricity demand
pattern.
Monthly Intermittent Renewable Generation
10. Figure 1 demonstrates how the electricity
generated from a combination of intermittent technologies can
match demand on a monthly basis. In this example, the total hourly
electricity demand for each month has been calculated (black line),
while the total electricity generated by wind, solar PV and dCHP
for each month has also been calculated.

Figure 1Comparison of Electricity
Demand and Intermittent Electricity Supply by Month, England and
Wales.
11. In this case, the total amount of electricity
generated from intermittent renewables equals 10 per cent of the
total annual electricity demand for England and Walesfor
each month, however, the contribution from intermittent renewables
may be slightly higher or lower than the 10 per cent annual average
target. Electricity generated from offshore wind accounts for
around 65 per cent of total intermittent generation[2],
while dCHP accounts for around 25 per cent and solar PV accounts
for around 10 per cent of total intermittent generation.
12. An important feature of Figure 1 is
that electricity generation from intermittent renewables tends
to be higher during months of highest demand (winter months) and
lower during months of lower demand (summer months). This feature
of the intermittent supply is beneficial to meeting overall electricity
demand, as intermittent renewables will (on average) contribute
most when demand is at its highest.
13. Figure 1 clearly shows the interaction
of different intermittent electricity supply types at the monthly
time scale. Yet at this monthly timescale much of the intermittency
inherent in these generating systems is hidden as it occurs at
a much higher frequency.
Hourly Intermittent Renewable Generation
14. Figures 2 and 3 show the contribution
of wind, dCHP and solar PV to meeting demand at an hourly resolution
during one week in January and one week in July, 1999. Again,
the contribution of these intermittent renewables accounts for
10 per cent of total annual electricity demand in England and
Wales, however the actual contribution of these renewable technologies
in any one hour varies by time and by technology.
15. Under both summer and winter conditions,
this combination of intermittent renewable technologies contributes
to meeting demand. As suggested from Figure 1, however, the relative
importance of the different intermittent generating technologies
in meeting demand varies between the seasons.

Figure 2Contribution of Conventional
and Intermittent Renewable Electricity Supply Meeting Demand6-12
January 1999, England and Wales.
16. An important finding from this work
is that, on average, this combination of intermittent renewables
contributes more to meeting peak daytime electricity demand than
it does to meeting off-peak demand at other times. Indeed, while
the intermittent renewables are sized to meet 10 per cent of annual
electricity demand for England and Wales, on average they meet
around 11.2 per cent (4.2GW) of peak demand (8 am-8 pm), and around
8.8 per cent (2.7GW) of off-peak demand (8 pm-8 am).

Figure 3Contribution of Conventional
and Intermittent Renewable Electricity Supply Meeting Demand6-12
July 1999, England and Wales.
17. It should also be noted that while the
hour-to-hour contribution of intermittent renewables varies, this
combination of wind, solar PV and dCHP generating capacity contributed
to meeting electricity demand during every single hour during
the period 1980-2000.
IMPACT ON
STAND-BY
CAPACITY REQUIREMENT
18. Figures 1-3 show how using a combination
of intermittent renewable technologies in the right proportions
can improve the match between intermittent supply and demand patterns.
They also show that, on average, renewable electricity generated
by these renewables provided a higher contribution to meeting
peak loads than to meeting other loads.
19. However, when considering the impact
of intermittent renewables on stand-by capacity requirements it
is the actual hourly contribution of renewables, rather than the
average contribution, that is of key importance.
What is Stand-by Capacity
20. It is important to define precisely
what the stand-by capacity represents. When electricity generated
by intermittent renewables replaces an equivalent amount of electricity
generated by conventional capacity, stand-by capacity in addition
to that already on the system may be required to meet demand when
the intermittent renewable electricity supply is low and demand
is high.
21. It is important to recognise that additional
stand-by capacity will only be required at times of high electricity
demand and low intermittent renewable supply. At other times (for
example, during low electricity demand periods), additional stand-by
capacity will not be required, as there will be sufficient conventional
plant available to meet demand irrespective of the contribution
of intermittent renewables.
Calculating Additional Stand-by Capacity
22. Consider Figure 4, which shows the peak
hourly electricity demand experienced during each day of one year.
The highest hourly peak demand experienced in any single day was
51,364MW (occurring on 3 January at 6pm). Under a system with
no intermittent renewable generation, a minimum of 51,364MW of
generating capacity would therefore have been needed to meet the
maximum demand (shown by the dashed line on Figure 4), not including
additional capacity currently maintained as a safety margin for
plant failure.
23. Now consider the same demand pattern
under a system with 10 per cent of annual electricity demand being
met by intermittent renewables. For this system, around 3,500MW
of conventional generating capacity would be decommissioned (assuming
a 100 per cent capacity factor for the conventional plant), leaving
47,864MW of conventional capacity (shown by the black line on
Figure 4). The decommissioned conventional plant would be replaced
with intermittent renewables capable of delivering the same amount
of annual electricity (for example, around 10,000MW of wind turbines
at 35 per cent capacity factor).

Figure 4Peak Daily Demand in England
and Wales
24. At this point, conventional plant would
be able to meet demand up to 47,864MW, with any demand over this
level being met by intermittent renewable generation. Clearly
the question ariseswhat happens if the intermittent generation
fails? Figure 5 shows the net peak daily demand, ie the peak daily
demand less the contribution from intermittent renewables (for
simplicity, the net peak demand shown is the highest value occurring
on that day in any year 1980-2000).
25. From Figure 5 it is clear that the combination
of wind, solar PV and dCHP intermittent renewables are highly
reliable in meeting peak demand. Indeed, for the period 1980 to
2000, the absolute worst-case hour where intermittent renewables,
combined with conventional generating capacity, did not meet demand
would have resulted in a stand-by capacity requirement of just
400MW of additional convention generating capacity. Not providing
this additional stand-by capacity would have resulted in demand
not being fully met for two hours over the 21-year period.

Figure 5Peak Daily Demand in England
and Wales
26. By comparison, if wind power systems
were the sole provider of intermittent electricity, meeting 10
per cent of annual England and Wales electricity demand, then
the additional stand-by generating capacity would be 3,135MW.
Thus, by combining different renewable technologies across a range
of locations, an 87 per cent reduction in stand-by capacity has
been achieved.
ADDITIONAL BENEFITS
27. There are system benefits in additional
to reduced stand-by requirements that are gained through this
approach to renewables development, including:
Reduced incidence of over-generation
of electricity (due to better matching between intermittent supply
and demand patterns);
Reduced load-following requirements
for conventional generating systems (due to lower overall system
intermittency), and
Reduced peak grid demand levels experienced
by the network (due to solar panels on domestic roofs producing
electricity at point of demand).
CONCLUSION
28. The implementation of a demanding renewables
programme by the Government is welcomed, however the Government
needs to be aware that a poorly planned, ad hoc approach
to achieving its renewables targets will result in consumers incurring
additional costs, and the Government underachieving on its CO2
emissions reductions from the electricity generating sector.
29. This submission has demonstrated that
substantial reductions in stand-by capacity requirements can be
achieved through the implementation of renewable energy systems
in a coherent, planned strategy, with the need for conventional
stand-by capacity reduced to a minimum when a range of intermittent
technologies are installed in a range of geographic locations.
October 2003
1 dCHP (Domestic Combined Heat and Power)-a type of
domestic boiler that produces electricity at the same time that
it meets domestic space heating and hot water demand. While not
strictly renewable, the timing of electricity generation from
the system is dependent on domestic heat demand and external temperature,
and is considered an intermittent supply. Back
2
This equates to around 2,500 2.5MW offshore wind turbines. Back
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