Clean Energy Capability Portfolio | Storage Technologies
The open-source tool presented in this project embodies a significant advancement in Battery Energy Storage Systems ( BESS ) management . With an innovative application of Deep Reinforcement Learning ( DRL ) algorithms and agents – such as Soft Actor Critic ( SAC ), Deep Deterministic Policy Gradient ( DDPG ), and Hierarchy reinforcement learning ( HRL ) – the tool enables robust , data-driven decisions , and optimises energy storage efficiency , cost savings and sustainability .
Clean Energy Capability Portfolio | Storage Technologies
Enhancing Battery Energy Storage Systems ( BESS ) Management through Open-Source Deep Reinforcement Learning Tool
The open-source tool presented in this project embodies a significant advancement in Battery Energy Storage Systems ( BESS ) management . With an innovative application of Deep Reinforcement Learning ( DRL ) algorithms and agents – such as Soft Actor Critic ( SAC ), Deep Deterministic Policy Gradient ( DDPG ), and Hierarchy reinforcement learning ( HRL ) – the tool enables robust , data-driven decisions , and optimises energy storage efficiency , cost savings and sustainability .