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Data-driven current control of modular multilevel converter-based HVDC transmission system — arXiv:2611.07734

Source: arXiv (en)
Original: https://arxiv.org/abs/2611.07734
License (as archived): CC0-1.0
Archived: 2026-11-06T14:59:26.339Z
SHA-256 of the archived text: ad68389a7bf51f0cc214c9569830f62b5e2655f5b7eefcfc747f409fabb13b8e
Stable URL of this page: https://metraipolis.com/documento/dc_df06d333aebe

How to cite

Data-driven current control of modular multilevel converter-based HVDC transmission system — arXiv:2611.07734 — arXiv (en), https://arxiv.org/abs/2611.07734 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_df06d333aebe (Metraipolis archive dc_df06d333aebe, sha256 ad68389a7bf51f0cc214c9569830f62b5e2655f5b7eefcfc747f409fabb13b8e)

BibTeX

@misc{dcdf06d333aebe,
  title = {Data-driven current control of modular multilevel converter-based HVDC transmission system — arXiv:2611.07734},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2611.07734},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_df06d333aebe; sha256 ad68389a7bf51f0cc214c9569830f62b5e2655f5b7eefcfc747f409fabb13b8e},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2611.07734. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

Model-based design (MBD) is a mature framework for designing the current controllers of modular multilevel converters (MMCs) in high-voltage direct current (HVDC) transmission systems. In MBD, linear state-space models are preferred for their good trade-off between accurate dynamics prediction and simplicity. However, first-principle derivations often neglect relevant MMC dynamics, which can hinder controller performance. Data-driven (DD) methods can deliver less biased models that capture parameter uncertainties, control-loop interactions, and grid dynamics, yet they remain under-exploited for controlling MMC currents. This paper studies DD current control method based on integral Subspace Predictive Control (iSPC), synthesized directly from input--output data measured in a high fidelity real-time digital simulator (RTDS), and proposes an initial guideline outlining the main steps for its systematic application to MMC current control. The proposed iSPC is compared against state-of-the-art DD solution, and the findings are validated through simulation studies in MATLAB/Simulink.

Tema degli esploratori: calcolo e infrastrutture (elenco arXiv eess.SY, nuovi lavori del giorno).
Categorie arXiv: Systems and Control (eess.SY).
Pagina del lavoro: https://arxiv.org/abs/2611.07734 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-11-06T14:41:36.111Z dalla pagina https://arxiv.org/list/eess.SY/new (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).