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Hedging Strategy and Electricity Contract Engineering - IFOR

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gìi<br />

Û S í SÜ D í DÜ I a í I Ü tÝ gìi<br />

Û SÜ DÜ I a Ü tÝ?Ü<br />

õ<br />

á<br />

6.4 Modeling of plants <strong>and</strong> their operational flexibility 129<br />

an exercise conditions would therefore be to introduce non-linearity in the<br />

model. This is something that we want to avoid to be able to take advantage<br />

of the superior computational features of linear programming. The dispatch<br />

decision will hence not directly be a function of the water level. That is why<br />

the aggregated inflow is modeled as a variable in the exercise functions <strong>and</strong><br />

not the instantaneous inflow. It is natural to have the instantaneous spot price<br />

<strong>and</strong> dem<strong>and</strong> as variables, since these two parameters directly influence the<br />

profit <strong>and</strong> loss function <strong>and</strong> hence the risk. The inflow, on the other h<strong>and</strong>,<br />

does not directly influence the profit <strong>and</strong> as seen in (6.4) the aggregated inflow<br />

describes the current water level better than the instantaneous inflow.<br />

To formalize our ideas on how the dispatch should react to changes in spot<br />

price, dem<strong>and</strong> <strong>and</strong> aggregated inflow, we impose the conditions that gëi<br />

should<br />

be increasing <strong>and</strong> gìi<br />

decreasing in spot price, dem<strong>and</strong> <strong>and</strong> aggregated inflow<br />

respectively, which is consistent with basic economic ideas, such as selling at<br />

high prices <strong>and</strong> buying at low prices<br />

Û gëi<br />

í SÜ S í DÜ D I a I Ü tÝ gëi<br />

Û SÜ DÜ I a Ü tÝ?Ü<br />

í<br />

rÜ (6.14)<br />

Ü<br />

Û í SÜkí DÜkí IÝ 0Ü i 1Ü<br />

á?á@á<br />

(6.15)<br />

In order to fulfill the technical constraints <strong>and</strong> to allow a full range in the dispatch<br />

we further impose that<br />

Û í SÜkí DÜkí IÝ 0Ü i 1Ü<br />

Ükô<br />

á?á@á<br />

max<br />

I a ã<br />

i<br />

t Û gë Ý p max Ü min<br />

Dã Sã<br />

Dã I a t<br />

i Û gë Ý 0Ü i 1Ü<br />

Sã ã<br />

max<br />

I a ã<br />

i<br />

t Û gì Ý p min Ü min<br />

Sã Dã I a ã t<br />

i Û gì Ý 0Ü i 1Ü<br />

Dã Sã<br />

Ü r (6.16)<br />

ÜkôÑÜ (6.17)<br />

á?á@á<br />

á@á?á<br />

<strong>and</strong> that the weighting factors sum up to 1 together with non-negativity<br />

r<br />

Ü rÜ (6.18)<br />

1â 1<br />

i<br />

1Ü õ<br />

ë<br />

i<br />

0Ü i 1Ü<br />

ë<br />

á@á?á

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