Software to Simulate a Renewable Grid with ML

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SUMMARY

The discussion centers on the need for software to simulate a renewable energy grid using machine learning techniques. Participants suggest resources such as the PF Insights article by @anorlunda, which provides valuable insights into renewable energy and power grid operations. Additionally, @mhr005 recommends AspenTech's Digital Grid Management suite as a potential solution for simulation needs. The conversation highlights the importance of exploring both existing software and the possibility of custom development for specific requirements.

PREREQUISITES
  • Understanding of machine learning concepts and algorithms.
  • Familiarity with renewable energy systems and grid operations.
  • Knowledge of simulation software capabilities and requirements.
  • Experience with AspenTech Digital Grid Management tools.
NEXT STEPS
  • Research machine learning frameworks suitable for energy grid simulations, such as TensorFlow or PyTorch.
  • Explore AspenTech Digital Grid Management for its features and applications in renewable energy simulations.
  • Read the PF Insights article on renewable energy and power grid operations for foundational knowledge.
  • Investigate custom simulation software development options for tailored solutions.
USEFUL FOR

Researchers, energy analysts, and software developers interested in simulating renewable energy grids and leveraging machine learning for energy management solutions.

mhr005
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TL;DR
Looking software to simulate a renewable grid that has re-enforement/unsupervised learning integration
Hello, I am currently working on a paper that reqires me to simulate a renewable energy grid with machine learning. I'd be grateful if anyone with experience on this can give a few suggestion as to which software to use for this task. Thanks in advance.
 
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This sounds like something you might have to write yourself.
 
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