Table 13 Adaptability of WOA-DSTATCOM placement under first year load growth and renewable scenarios in IEEE-14 bus test system (sinking bus 4).

From: Integrated ATC enhancement and load growth forecasting via WOA-based optimal DSTATCOM placement

Scenario

Load growth (%)

Renewable injection (MW)

ATC (MW)

Std. deviation across runs

Without DSTATCOM

With DSTATCOM

Gain

S1

 + 3

0

226.8

234.1

 + 7.3

0.9

S2

 + 6

0

224.7

232.9

 + 8.2

1.0

S3

 + 3

50 (Solar)

232.8

239.6

 + 6.8

0.8

S4

 + 6

50 (Solar)

229.6

237.4

 + 7.8

1.1

S5

 + 3

80 (Wind)

237.6

246.9

 + 9.3

0.7

S6

 + 6

80 (Wind)

235.3

242.4

 + 7.1

1.1