The invention discloses a
wave power generation efficiency optimization control method and device based on
artificial intelligence. The method comprises the steps that S1, a marine environment
data set is collected; s2, forming a preprocessed marine environment
data set; s3, according to the preprocessed marine environment
data set and the structure parameters of the wave energy
power generation system, constructing an optimization objective function; s4, performing global search on the optimization objective function by using a bitter fish optimization
algorithm, initializing an optimization
population, and determining a plurality of candidate optimal parameter regions; s5, adopting an adaptive
jellyfish search algorithm to perform local fine search on the area where the candidate optimal parameters are located, updating and optimizing the key
control parameters, and obtaining the key
control parameters for further improving the
electric energy conversion efficiency; and S6, the key
control parameters are applied to the wave energy
power generation system, and dynamic closed-loop
feedback control is formed. According to the invention, the
system is always in an optimal working state, so that the
electric energy conversion efficiency is further improved, and the
energy loss is remarkably reduced.