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Optimal Sitting and Sizing of Capacitor Banks in Distribution ...

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Ahmed M. Azmy et al: <strong>Optimal</strong> <strong>Sitt<strong>in</strong>g</strong> <strong>and</strong> <strong>Siz<strong>in</strong>g</strong> <strong>of</strong> <strong>Capacitor</strong> <strong>Banks</strong> <strong>in</strong> <strong>Distribution</strong>...<br />

When there are different alternatives with the same cost, the solution that reduces the<br />

voltage deviation related to the flat voltage (1.0 per unit) will have the priority. Thus, the<br />

network will operate with the best voltage pr<strong>of</strong>ile.<br />

a) M<strong>in</strong>imiz<strong>in</strong>g the cost <strong>of</strong> capacitor banks<br />

The utilization <strong>of</strong> capacitor banks should <strong>in</strong>volve some considerations <strong>of</strong> the economic<br />

trade-<strong>of</strong>fs associated with their <strong>in</strong>stallation. The capital cost <strong>of</strong> the capacitor bank C c <strong>in</strong> a<br />

s<strong>in</strong>gle <strong>in</strong>stallation bears a l<strong>in</strong>ear relationship to the capacitor current. This <strong>in</strong>volves fixed<br />

<strong>and</strong> variable costs for the capacitor. The fixed cost represents the <strong>in</strong>stallation <strong>and</strong> labour<br />

cost <strong>and</strong> the cost <strong>of</strong> miscellaneous hardware <strong>in</strong>clud<strong>in</strong>g the support structure, fuse cut-out<br />

<strong>and</strong> lightn<strong>in</strong>g arrestor, while the variable cost depends on the kVA capacity <strong>of</strong> the<br />

capacitor.<br />

M<strong>in</strong><br />

F<br />

n<br />

1 M<strong>in</strong>Cc<br />

e.icj<br />

a.d k CRTU<br />

j1<br />

where, e is the variable cost component <strong>of</strong> a capacitor bank, i cj is the capacitive<br />

current flow<strong>in</strong>g <strong>in</strong> segment j, d is the fixed cost component <strong>of</strong> a capacitor bank, k is the<br />

number <strong>of</strong> new RTUs that will be <strong>in</strong>stalled at the capacitor locations that <strong>in</strong>itially have no<br />

RTUs <strong>and</strong> C RTU is the cost <strong>of</strong> RTU unit. The factor "a" is a decision factor that depends on<br />

the existence <strong>of</strong> a capacitor bank at this node.<br />

a=1 i cj >0<br />

a=0 i cj =0<br />

<strong>and</strong>, icj<br />

Icj 1 Icj<br />

j 1,2,3,.... n<br />

(2)<br />

If r is the annual discount rate dur<strong>in</strong>g the life period <strong>of</strong> the capacitor, the general cost<br />

model <strong>of</strong> the capacitor bank can be written as:<br />

<br />

m ( e.i cj a.d )<br />

c c <br />

k<br />

j1<br />

k1<br />

(1 r )<br />

(3)<br />

For each load<strong>in</strong>g condition, the network is <strong>in</strong>vestigated to def<strong>in</strong>e all buses that violate<br />

the m<strong>in</strong>imum voltage constra<strong>in</strong>t. Accord<strong>in</strong>g to each case, the m<strong>in</strong>imum number <strong>of</strong><br />

capacitors required to elim<strong>in</strong>ate this violation is determ<strong>in</strong>ed. The evaluation is<br />

accomplished accord<strong>in</strong>g to the voltage pr<strong>of</strong>ile <strong>of</strong> the entire network rather than local bus<br />

problems. The possibility <strong>of</strong> connect<strong>in</strong>g capacitors at different buses is deeply studied us<strong>in</strong>g<br />

sensitivity analysis to get the optimal placement. Then, a database is built to obta<strong>in</strong> the<br />

optimal solution <strong>of</strong> the voltage deviation problem for various load<strong>in</strong>g conditions.<br />

b) M<strong>in</strong>imiz<strong>in</strong>g the voltage deviation<br />

This objective function is applied for cases that have the same cost <strong>of</strong> capacitor banks.<br />

In this case, the voltage deviation is m<strong>in</strong>imized with respect to the flat voltage, so that the<br />

regulation factor at the load buses <strong>in</strong> the distribution system can be modified. This objective<br />

function can be expressed as:<br />

M<strong>in</strong> F2 (V<br />

j<br />

V<br />

N<br />

j 1<br />

sp<br />

)<br />

Where, V j is the voltage magnitude at bus j, V sp is the 1.0 pu flat voltage <strong>and</strong> N is the<br />

number <strong>of</strong> load buses.<br />

(1)<br />

(4)<br />

4

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