Fig 1.
Topology diagram of energy storage power station.
Fig 2.
Flow chart for optimizing the extraction of hidden chaotic features in the power generation of energy storage power stations.
Fig 3.
One-dimensional CNN network structure diagram.
Table 1.
Results of the Sensitivity Analysis on Genetic Algorithm Parameters.
Fig 4.
Experimental Subject.
Fig 5.
Time series of historical power generation of energy storage power station.
Fig 6.
Curve.
Fig 7.
Curve.
Table 2.
Calculation results of peak points for different decomposition components in various dimensional phase spaces.
Fig 8.
Comparison results of power generation forecast curves for energy storage power stations under different algorithms.
Table 3.
Comparison of performance of different prediction methods.
Table 4.
Analysis of day-ahead forecast results of power generation in energy storage power stations.
Table 5.
Prediction Performance under Mutation Scenarios.
Table 6.
Analysis of Computational Time for Each Stage.