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Lars Quakernack
Observed institutions:
Bielefeld University,
Hochschule Bielefeld
OpenAlex ID:
A5083941408
Optimized photovoltaic power forecast using k-means clustering based error reduction
2023
·
Katrin Schulte
, Lars Engel
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
·
6
Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids
2022
·
Lars Quakernack
, Michael Kelker
, et al.
·
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
·
6
Multi agent double deep Q-network with multiple reward functions for electric vehicle charge control
2022
·
Michael Kelker
, Lars Quakernack
, et al.
·
IEEE Power & Energy Society General Meeting (PESGM)
·
5
Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations
2024
·
Valerie Vaquet
, Fabian Hinder
, et al.
·
4
Multi agent deep Q-reinforcement learning for autonomous low voltage grid control
2021
·
Michael Kelker
, Lars Quakernack
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
·
4
Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid
2023
·
Bastian Steinhagen
, Timon Jungh
, et al.
·
IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East)
·
3
Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning
2025
·
Thomas Engelmann
, Lars Quakernack
, et al.
·
2
A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast
2024
·
Katrin Schulte
, Lars Engel
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
·
2
Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids
2025
·
Katrin Handel
, Katrin Schulte
, et al.
·
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
·
1
Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage
2025
·
Lars Quakernack
, Thomas Engelmann
, et al.
·
1
LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data
2024
·
Lars Quakernack
, Thomas Engelmann
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
·
1
Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids
2024
·
Wenyan Ye
, Hao-Hsuan Chang
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
·
1
European Energy transition: AI, Sector Coupling, and Grid Innovations for the European Energy Transition
2026
·
Zita Vale
, Hannes Hanse
, et al.
·
IEEE RESOURCE CENTERS
Data-driven Day-ahead Load Classification For Capacity Planning
2025
·
Thomas Engelmann
, Lars Quakernack
, et al.
·
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
Impact of Global Price Signals on Local Low-Voltage Grids
2025
·
Melina Gurcke
, Lars Quakernack
, et al.
·
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids
2025
·
Lars Quakernack
, Thomas Engelmann
, et al.
·
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints
2025
·
Wenyan Ye
, Simon Heberer
, et al.
Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic
2024
·
Lars Quakernack
, Melina Gurcke
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids
2023
·
Lars Quakernack
, Valerie Vaquet
, et al.
·
IEEE PES Innovative Smart Grid Technologies Europe
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Works count:
19
Citation count:
36
H-index:
4
I10-index:
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