Lars Quakernack

According to our database, Lars Quakernack authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids.

Wenyan Ye, Hao-Hsuan Chang, Ping Zhang, Lars Quakernack, Michael Kelker, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast.

Katrin Schulte, Lars Engel, Lars Quakernack, Fynn Liegmann, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic.

Lars Quakernack, Melina Gurcke, Katrin Schulte, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data.

Lars Quakernack, Thomas Engelmann, Jens Haubrock, Valerie Vaquet

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations.

Valerie Vaquet, Fabian Hinder, Jonas Vaquet, Kathrin Lammers, Lars Quakernack, Barbara Hammer

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Optimized photovoltaic power forecast using k-means clustering based error reduction.

Katrin Schulte, Lars Engel, Lars Quakernack, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids.

Lars Quakernack, Valerie Vaquet, Barbara Hammer, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids.

Lars Quakernack, Michael Kelker, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

2021

Multi agent deep Q-reinforcement learning for autonomous low voltage grid control.

Michael Kelker, Lars Quakernack, Jens Haubrock

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021