859 citations
- Centre National de la Recherche ScientifiqueFR14 papers
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18 papers · 1 filter
Fault detection on manifolds of nonlinear dynamical systems with dual autoencoders
Bulut Kuşkonmaz, Szymon Greś, Rafał Wiśniewski
Autoencoders are commonly used for unsupervised data-driven fault detection in nonlinear dynamical systems. Despite their widespread success and often favorable performance compare…
Scalable Reachability Analysis of Linear Continuous Systems with Property-Driven Time-Step Adaptation
Mikkel Bjørn, Daniel H. Hansen, Grace Melchiors +2
We study safety verification for linear time-invariant systems with bounded inputs in continuous time. The standard approach reduces to a reachability analysis in two steps: first…
Cross-Atlantic Research Agenda for Scalable Grid Architectures and Distributed Flexibility
Mads R. Almassalkhi, Dakota Hamilton, Hasan Giray Oral +10
Electric power systems are rapidly evolving into deeply digital, cyber-physical infrastructures in which large fleets of distributed energy resources must be coordinated as system-…
Safe and Near-Optimal Gate Control: A Case Study from the Danish West Coast
Martin Kristjansen, Kim Guldstrand Larsen, Marius Mikučionis +1
Ringkoebing Fjord is an inland water basin on the Danish west coast separated from the North Sea by a set of gates used to control the amount of water entering and leaving the fjor…
Energy personas in Danish households
Nadine Sandjo Tchatchoua, Line Valdorff Madsen, Anders Rhiger Hansen
Technologies to monitor the provision of renewable energy are part of emerging technologies to help address the discrepancy between renewable energy production and its related usag…
Impact of Grid-Forming Inverters on Protective Relays: A Perspective for Current Limiting Control Design
Yifei Li, Heng Wu, Xiongfei Wang
Grid-forming (GFM) inverters can significantly alter the fault characteristics of power systems, which challenges the proper function of protective relays. This paper gives a holis…