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arxiveess.SY2026-07-24

Fast Frequency Services from HVDC-Connected Offshore Wind Power Plants: A Review in the European Context

Zhenghua Xu, George Alin Raducu, Behnam Nouri, Oscar Saborío-Romano, Nicolaos A. Cutululis

The rapid expansion of offshore wind energy is central to the European Union's climate-neutrality targets, with High Voltage Direct Current-connected offshore wind power plants (HVDC-OWPPs) becoming increasingly important for integrating gigawatt-scale renewable generation over long distances. Simultaneously, the phase-out of conventional synchronous generators, together with the gradual withdrawal of renewable-energy subsidies, are creating growing demand for ancillary service provision from HVDC-OWPPs as alternatives. This paper presents a comprehensive review of fast frequency services from HVDC-OWPPs in the European context, focusing on inertia support, fast frequency reserve (FFR), and frequency containment reserve (FCR). The review covers both mandatory grid-code requirements and commercial service products, including the latest developments from ENTSO-E, ACER, NESO, TenneT, and Energinet. Furthermore, the paper discusses the key technical gaps and challenges in the practical implementation of fast frequency services from HVDC-OWPPs, highlighting the limited fast response capacity, complexity of stacking optimization, asymmetric provision of inertia, and overall coordination of an HVDC-OWPP system.

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arxivmath.OCeess.SY2026-07-18

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Hisham Tariq, Yuan Li, Flavia De Luca, Agathoklis Giaralis

The tuned mass damper inerter (TMDI) is a passive vibration absorber that suppresses structural vibrations by leveraging the inertance property of inerter devices. Previous studies have demonstrated TMDI effectiveness in wind turbines, but relied on simplified structural models.…

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arxiveess.SY2026-07-20

An Augmented Load-Frequency Control Block Diagram for Power Systems

Mahyar Tofighi-Milani, Sajjad Fattaheian-Dehkordi, Matti Lehtonen

The increasing penetration of inverter-based resources has led to a significant reduction in system inertia, resulting in faster and more pronounced frequency deviations in modern low-inertia power systems. In such environments, the dynamic behavior of electrical loads becomes in…

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arxiveess.SY2026-07-31

Memristor-Based Pulse Width Modulation Circuit for Power Converters with Programmable Frequencies

Fanfu Wu, Xiaoyi Lei, Yunting Liu

Memristors can achieve up to a 1000-times reduction in energy consumption in neuromorphic and in-memory computing, but their integration into power converter control remains incomplete. Existing implementations either convert memristor outputs into digital signals for DSP-based p…

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arxiveess.SYcs.LG2026-07-14

Gradient-Free Topology Adaptation for Power Flow Surrogates via In-Context Whitening

Ayushi Jolotia, Parikshit Pareek

Machine-learned surrogates for the AC power flow (ACPF) problem amortize the cost of repeated solves on a fixed network, but lose one to two orders of magnitude of accuracy when a line outage changes the topology. This degradation is an operator shift. The altered admittance matr…

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arxiveess.SYcs.AI2026-07-20

LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications

Daniela Rojas, Abdulwahab Albassam, Aidan G. Leung, Jett Ngo, Ryan Luo, Peter R. Quawas, et al.

Large language models (LLMs) and agentic AI systems have evolved from natural language tasks to using external tools to plan, retrieve, and act in technical domains. In smart grids, recent work applies agentic schemes to forecasting, optimization, and control, wrapping trusted so…

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arxiveess.SY2026-07-16Cited by 17

Distributed Cooperative Control of BESSs in AC and DC Hybrid Microgrid and Its Energy Internet Paradigm

Yalin Zhang, Zhongxin Liu, Zengqiang Chen

An AC and DC hybrid microgrid, which inherits advantages of AC and DC microgrids and discards some disadvantages, is considered to be the most promising power network structure and gradually applied in the community. Usually, the AC subgrid and the DC subgrid are interconnected b…

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