Renewable energy growth will become the top priority of China's future energy development.However,the problem of abandoning wind and light occurs with vigorous development of renewable energy.Since most of the index parameters in the actual complex scenario are continuous variables,in order to better simulate the real situation,the study proposes the hybrid energy storage model of hindered energy based on continuous action space,and further includes solar energy on the basis of considering wind energy.The introduction of alkaline water electrolyser converts electric energy into hydrogen for storage,which enricfies the destination and storage form of electric energy,and makes the profitability of electric field more diversified.The model also takes the maintenance cost and related financial cost into account when calculating the income and cost.This makes the model more close to the real production and life.By comparing the similarities and differences in the training process and test results,the study verifies the feasibility of energy storage scheduling in complex situations.
关键词
混合储能模型/碱性水电解器/TD3算法/PPO算法
Key words
Hybrid energy storage model/Alkaline water electrolyzer/TD3 algorithm/PPO algorithm
万方数据