28.02.2014 Views

A framework for joint management of regional water-energy ... - Orbit

A framework for joint management of regional water-energy ... - Orbit

A framework for joint management of regional water-energy ... - Orbit

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

The impact <strong>of</strong> climate change on the optimal reservoir <strong>management</strong> is reflected<br />

on the WVTs: lower inflows and higher irrigation demand increased <strong>water</strong><br />

values (Figure 14b), which increased the price <strong>of</strong> hydropower and reduced<br />

production. The dark-red area, which represents the volume that must be<br />

stored to satisfy expected future irrigation demand, became larger and resulted<br />

in a more conservative operation policy.<br />

Under the climate change scenario, lower precipitations and higher temperature<br />

reduced inflows and increased irrigation demand, causing a reduction in<br />

hydropower production by 24% (from 11.5% to 8.7% <strong>of</strong> mean annual generation),<br />

and an increase in thermal power generation by 6.7% (from 40.5% to<br />

43.3%). These changes in the <strong>energy</strong> mix increased annual CO 2 emissions <strong>of</strong><br />

the Iberian power generation sector from 71.9 to 76.9 million tons. Higher<br />

expected temperatures modified seasonal power demand, reducing winter<br />

demand and increasing summer demand.<br />

Observed and simulated weekly <strong>energy</strong> storages are compared in Figure 15.<br />

The observed storage series (a) is smoother than simulated one (b), possibly<br />

because the <strong>for</strong>mer results from the aggregation <strong>of</strong> 100+ observed manage-<br />

100<br />

80<br />

60<br />

40<br />

a<br />

Observed 1966−1990<br />

Relative <strong>energy</strong> storage in the equivalent reservoir [%]<br />

20<br />

0<br />

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec<br />

100<br />

80<br />

60<br />

40<br />

20<br />

0<br />

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec<br />

100<br />

80<br />

60<br />

b<br />

c<br />

Simulated 1961−1990<br />

Simulated 2036−2065<br />

40<br />

20<br />

0<br />

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec<br />

Figure 15. Annual effective relative <strong>energy</strong> storage: observed, control and future scenarios.Thin,<br />

color lines represent individual years; thick black lines represent the average year<br />

36

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!