Acquiring Better Load Estimates by Combining Anomaly and Change-point Detection in Power Grid Time-series Measurements

1 code implementation • 25 May 2024 • Roel Bouman, Linda Schmeitz, Luco Buise, Jacco Heres, Yuliya Shapovalova, Tom Heskes

In this paper we present novel methodology for automatic anomaly and switch event filtering to improve load estimation in power grid systems.

Graph Isomorphic Networks for Assessing Reliability of the Medium-Voltage Grid

1 code implementation • 2 Oct 2023 • Charlotte Cambier van Nooten, Tom van de Poll, Sonja Füllhase, Jacco Heres, Tom Heskes, Yuliya Shapovalova

Ensuring electricity grid reliability becomes increasingly challenging with the shift towards renewable energy and declining conventional capacities.

Efficient Assessment of Electricity Distribution Network Adequacy with the Cross-Entropy Method

no code implementations • 30 Nov 2020 • Julian N. Betge, Barbera Droste, Jacco Heres, Simon H. Tindemans

Identifying future congestion points in electricity distribution networks is an important challenge distribution system operators face.

Computational Efficiency