The invention relates to the technical field of
data prediction optimization, in particular to an ocean
wind power plant planning
system and method based on
wind speed prediction, and the
system comprises a wind energy flow monitoring module, a
wind speed abrupt
change prediction module, a fan wake flow
influence analysis module, a fan group intelligent arrangement module and a
wind power output optimization module. According to the method, the judgment precision of the wind
energy distribution trend is improved by screening the abrupt
change points; the
wind speed change rate and the turbulence
intensity change rate are combined with data of the wind speed monitoring
buoy and the turbulence sensor, so that the wind speed sudden
change prediction capability can be enhanced; the wind speed loss ratio, the angle difference and the wind energy
diffusion model are used for wake flow area identification, fan
layout is dynamically adjusted, and wake flow loss is reduced; the fan configuration can be optimized by combining the fan basic arrangement diagram, the wind energy capture rate, the arrangement distance and the
steering angle; optimal parameters can be screened by combining
power output interval calculation with blade
attack angle adjustment data, torque load and fan rated power, fan power dynamic adjustment is achieved, and equipment operation stability is improved.