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Learning-Assisted Day-Ahead Energy Scheduling for Frequency-Secure Inverter-Dominated Grids with Grid-Forming Battery Energy Storage Systems

Announce Type: new Abstract: As grid-forming (GFM) battery energy storage systems (BESS) are increasingly deployed to enhance power system inertial response and frequency stability, incorporating their frequency support capabilities into day-ahead energy scheduling (DAES) is essential for achieving both frequency security and operational efficiency. However, accurately determining frequency metrics in grids with coexisting GFM inverters and synchronous generators requires electromagnetic...

arXiv CS 5d ago

A non-intrusive approach to index-aware learning

arXiv:2605.30955v1 Announce Type: new Abstract: We present a non-intrusive version of the index-aware learning framework introduced in arXiv:2309.00958. Index-aware learning itself is an approach for learning the time and parameter dependent solutions of differential-algebraic equations (DAEs), in particular those of electrical circuits. A key feature of the approach is that it ensures the learned solutions to remain physics-consistent, i.e.\ inherent constraints of the solution, such as...

arXiv CS 9d ago

Generalization of Diffusion Models Arises with a Balanced Representation Space

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arXiv CS 2d ago

Power System CBFs

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arXiv CS 7d ago

Probabilistic storyline attribution using machine learning

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Can Xi bring North Korea closer into Beijing's orbit?

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Deutsche Welle 2d ago

Doctors thought this kidney drug helped some patients. It may help millions more.

Doctors thought this kidney drug helped some patients. It may help millions more. - Date: - June 8, 2026

Science Daily 2d ago

The 9 best one-season space and sci-fi shows of all time

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Space.com 6d ago

Xi calls China–North Korea ties "unbreakable," but Pyongyang's Russia pivot is testing Beijing's leverage.

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Deutsche Welle 2d ago