Energy Management Model of Intelligent Park Based on Improved Depth Deterministic Gradient Strategy Algorithm

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Scheduling period (h)</td><td class="align_center">DQN</td><td class="align_center">Actor-critic</td><td class="align_center">PPO</td><td class="align_center">DDPG</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">24</td><td class="align_center">358.24</td><td class="align_center">319.27</td><td class="align_center">148.87</td><td class="align_center">413.26</td></tr><tr><td class="align_left">168</td><td class="align_center">2301.87</td><td class="align_center">2008.79</td><td class="align_center">1374.43</td><td class="align_center">2668.82</td></tr><tr><td class="align_left">720</td><td class="align_center">10820.17</td><td class="align_center">9776.32</td><td class="align_center">7876.91</td><td class="align_center">12208.32</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Profit result of three algorithms under different scheduling period.</div>

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tab7

Table 7

Table 7: Energy Management Model of Intelligent Park Based on Improved Depth Deterministic Gradient Strategy Algorithm 