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Guarana Energy Research
@guarana.bsky.social
news on reinforcement learning | insights on tech in energy systems | energy markets | latam / europe
Reposted by Guarana Energy Research
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Energiewende in Deutschland: Investition in die Zukunft oder teurer Umweg?
YouTube video by Forum Energiedialog
www.youtube.com
October 15, 2025 at 3:14 PM
Classic tit-for-tat between the US and Denmark with the added benefit of propping up struggling fossil firms
September 14, 2025 at 11:36 AM
Is indonesias grid operator ready to connect all those turbines to the mainland grid? Who is going to finance these assets?
September 14, 2025 at 11:33 AM
A pegada de carbono e as margens térmicas dependem da disponibilidade de GNL e gás, mas são menos dominantes mês a mês do que em secas anteriores.

#brasil #energia #ember
September 14, 2025 at 10:46 AM
Espere spreads de pico mais apertados quando o vento tiver baixo desempenho e durante restrições de transmissão; suavização fora do pico quando a energia solar/eólica estiverem alinhadas.
September 14, 2025 at 10:46 AM
O que isso significa para os preços e o despacho:

A energia hidrelétrica de reservatório está se tornando cada vez mais um “amortecedor” flexível, moldando os picos e preservando a água em períodos de seca.
September 14, 2025 at 10:46 AM
Isso evidencia que o crescimento da VRE está amenizando a escassez hidrelétrica, em vez de aumentar o despacho térmico.

(ember-energy.org/latest-insig...)
Wind and solar generate over a third of Brazil’s electricity for the first month on record | Ember
ember-energy.org
September 14, 2025 at 10:46 AM
Reposted by Guarana Energy Research
🗣️ “Brazil has established itself as a global clean power leader,” says Ember’s Dr Raul Miranda
September 13, 2025 at 12:00 PM
However the sparse digital infrastructure in the grid is often the greatest bottleneck! Will the #AI revolution in energy systems cut short by aging grids?

Check out their paper for the L2RPN challenge!

arxiv.org/pdf/2302.07654 (2)
arxiv.org
April 9, 2025 at 12:06 PM
The authors admit more research must be done on inter-level dependencies and larger networks. Will we see #AI like this making #decisions on DSO level one day? (4)
April 8, 2025 at 2:15 PM
The presented approach introduces a clever setup of hierarchial multi-agent RL. Agents with different policies each control sections of the grid. Rule based policies safeguard the grid, while low level agents are free to explore the smartest strategies (3)
April 8, 2025 at 2:15 PM
The Problem:
Power grids are complex & dynamic, especially with a rise in res and storage. Optimizing their structure — like switching lines or buses — is a huge challenge due to the enormous action space involved. Traditional methods hit limits. (2)
April 8, 2025 at 2:15 PM