How do I simulate a microgrid to which is applied reinforcement learning using Simulink and Simscape?
11 次查看(过去 30 天)
显示 更早的评论
I have to simuate using Simulink and Simscape a microgrid to which is applied reinforcment learning. I am having troubles on finding a starting point to this since it is a new field and I don't find some examples on this topic.
I am trying to take inspiration from the following paper: https://www.researchgate.net/publication/326808045_Reinforcement_Learning_Based_Energy_Management_Algorithm_for_Smart_Energy_Buildings but I don't have to simulate this, I am just using it as a guideline to follow.
I have found some videos made by Mathworks on how to build a microgrid, but they use some blocks the have build and that are not on the blockset, and moreover I don't know hot to apply reinforcment learning to the microgrid.
Can somebody help me understand how to operate and/or link me some material that can help me understand how to do this simulation using Simulink and Simscape?
Thanks in advance.
1 个评论
Karim Darwich
2024-7-11
@Flavio Clarizia Were you able to slove your problem ? I have exactly the same problem.
采纳的回答
Tony Lennon
2020-4-20
I'll pass this along to some people who work in reinforcment learning. In the meantime, may I suggest that you look at these resources?
Use Simulink and Simscape™ models to represent an environment. Specify the observation, action, and reward signals within the model.
5 个评论
更多回答(1 个)
Zeyue Sun
2022-8-27
Hi Flavio,
I have the same question as you do. Do you konw how to apply DQN on battery energy management system?
社区
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 General Applications 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!