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Hedging Strategy and Electricity Contract Engineering - IFOR

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¢<br />

zÿ V end<br />

ì.<br />

¢<br />

¢<br />

zÿ V end<br />

ì.<br />

¢<br />

164 Power portfolio optimization<br />

off-peak periods, <strong>and</strong> the hedging value of water. We hence define the value of<br />

the operational flexibility as the difference between the marginal value of water<br />

<strong>and</strong> the average spot price<br />

Definition 6.10<br />

The total value of the operational flexibility is given by<br />

S h S h S<br />

S.<br />

ì zÿ V end<br />

¢<br />

ì zÿ V end<br />

¢<br />

In the case studies performed in Chapter 7, we will see that especially the<br />

hedging value stemming from the optionality in the hydro storage plant can be<br />

substantial.<br />

In order to analyze the marginal value of water, we introduce the so-called<br />

optimal value function zÛ bÝ .<br />

Proposition 6.11<br />

The optimal value function zÛ bÝ is piecewise linear <strong>and</strong> concave.<br />

A proof is given in Appendix A on page 198.<br />

is piecewise constant <strong>and</strong> increas-<br />

Corollary 6.12<br />

The marginal value of water, V end<br />

ì.<br />

ing in V end .<br />

zÿ<br />

ì zÿ V end<br />

¢<br />

Again a proof in given in Appendix A on page 199.<br />

Observe that the value of the water stored in the dam can be expressed as the<br />

integral of the marginal value of water over the available water, ranging from 0<br />

to the actual available amount of water. Hence following from Corollary 6.12,<br />

stating that the marginal value is decreasing in the available amount of water,<br />

zÿ V end zÿ V<br />

¢<br />

end<br />

is actually a lower bound for the value of the water in the dam.<br />

ì ì.<br />

6.6.9. Positioning of contracts <strong>and</strong> plants<br />

The dual problem does however not only give us insight into the hedging value<br />

of water. Instead of studying the value of additional water, we can study the

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