Table 5 Renewable energy probability in modified IEEE 30-bus test system according to Eqs. (1820).

From: Multi-objective pathfinder algorithm for multi-objective optimal power flow problem with random renewable energy sources: wind, photovoltaic and tidal

Wind power plant (bus 5)

Wind power plant (bus 11)

Solar generators (bus 13)

Tidal power plant (bus 8)

Number of turbines

Rated power

Weibull PDF parameters

Number of turbines

Rated power

Weibull PDF parameters

Rated power

Lognormal PDF parameters

Rated power

Gumbel PDF parameters

25

75 MW

K = 2, 1 = 10

20

60 MW

K = 2, λ = 9

50 MW

0.6 ,6

40 MW

220,24.52