PUBLIKATIONSSERVER

Lars Quakernack

25 Publikationen

Alle markieren

[25]
2025 | Konferenzbeitrag | FH-PUB-ID: 6529
Modeling distribution grids of the future: Importance of the scenario frameworks for the grid development plan in low voltage grids
L. Quakernack, T. Engelmann, J. Haubrock, in: VDE (Ed.), VDE Verlag, 2025.
HSBI-PUB
 
[24]
2025 | Konferenzbeitrag | FH-PUB-ID: 6525
Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage
L. Quakernack, T. Engelmann, J. Haubrock, W. Ye, P. Zhang, S. Röhrenbeck, T. Reisinger, T. Leopold, B. Herold, S. Wilker, T. Sauter, M. Kelker, J. Breuersbrock, M. Dünser, S. Übermasser, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.
HSBI-PUB | DOI
 
[23]
2025 | Konferenzbeitrag | FH-PUB-ID: 6522
Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning
T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.
HSBI-PUB | DOI
 
[22]
2025 | Konferenzbeitrag | FH-PUB-ID: 6527
Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids
L. Quakernack, T. Engelmann, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[21]
2025 | Konferenzbeitrag | FH-PUB-ID: 6526
Data-driven Day-ahead Load Classification For Capacity Planning
T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[20]
2025 | Konferenzbeitrag | FH-PUB-ID: 6535
Impact of Global Price Signals on Local Low-Voltage Grids
M. Gurcke, L. Quakernack, K. Schulte, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[19]
2025 | Konferenzbeitrag | FH-PUB-ID: 6534
Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids
K. Handel, K. Schulte, L. Quakernack, R. Rigo-Mariani, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[18]
2025 | Konferenzbeitrag | FH-PUB-ID: 6532
Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints
W. Ye, S. Heberer, P. Zhang, L. Quakernack, J. Haubrock, M. Kelker, S. Röhrenbeck, M. Dünser, S. Übermasser, T. Reisinger, S. Wilker, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.
HSBI-PUB | DOI
 
[17]
2024 | Konferenzbeitrag | FH-PUB-ID: 5720
LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data
L. Quakernack, T. Engelmann, J. Haubrock, V. Vaquet, in: IEEE (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.
HSBI-PUB | DOI
 
[16]
2024 | Konferenzbeitrag | FH-PUB-ID: 6536
Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher
L. Quakernack, J. Haubrock, M. Kelker, T. Reisinger, S. Wilker, W. Ye, P. Zhang, S. Röhrenbeck, S. Übermasser, in: TU Graz (Ed.), Graz, 2024.
HSBI-PUB
 
[15]
2024 | Konferenzbeitrag | FH-PUB-ID: 6533
Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations
V. Vaquet, F. Hinder, J. Vaquet, K. Lammers, L. Quakernack, B. Hammer, in: 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, 2024, pp. 1–8.
HSBI-PUB | DOI
 
[14]
2024 | Konferenzbeitrag | FH-PUB-ID: 6537
Development of AI agents for cellular energy systems to increase flexibilities provided by sector coupling and distributed storage
S. Wilker, P. Bauer, T. Reisinger, T. Leopold, L. Quakernack, J. Haubrock, in: 2024.
HSBI-PUB
 
[13]
2024 | Konferenzbeitrag | FH-PUB-ID: 6531
Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids
W. Ye, H.-H. Chang, P. Zhang, L. Quakernack, M. Kelker, J. Haubrock, in: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.
HSBI-PUB | DOI
 
[12]
2024 | Konferenzbeitrag | FH-PUB-ID: 5761
Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic
L. Quakernack, M. Gurcke, K. Schulte, J. Haubrock, in: IEEE (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.
HSBI-PUB | DOI
 
[11]
2024 | Konferenzbeitrag | FH-PUB-ID: 5557
A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast
K. Schulte, L. Engel, L. Quakernack, F. Liegmann, J. Haubrock, in: N. Holjevac, T. Baškarad, M. Zidar, I. Kuzle (Eds.), IEEE PES ISGT  Europe 2024 Conference Book, 2024.
HSBI-PUB
 
[10]
2023 | Konferenzbeitrag | FH-PUB-ID: 5723
Q-learning based control algorithm with dynamic combination of peak shaving and self-consumption optimization for industrial battery storage systems
T. Engelmann, L. Quakernack, J. Haubrock, in: IEEE (Ed.), PESS 2023; Power and Energy Student Summit, 2023.
HSBI-PUB | Download (ext.)
 
[9]
2023 | Konferenzbeitrag | FH-PUB-ID: 6530
A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids
L. Quakernack, V. Vaquet, B. Hammer, J. Haubrock, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.
HSBI-PUB | DOI
 
[8]
2023 | Konferenzbeitrag | FH-PUB-ID: 4357
Optimized photovoltaic power forecast using k-means clustering based error reduction
K. Schulte, L. Engel, L. Quakernack, J. Haubrock, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.
HSBI-PUB | DOI
 
[7]
2023 | Konferenzbeitrag | FH-PUB-ID: 3105
AI-based heat demand forecasting in industrial buildings for flexible operation of combined heat and power plants
L. Quakernack, J. Hövelmann, K. Kröger, J. Haubrock, in: 2023.
HSBI-PUB
 
[6]
2023 | Konferenzbeitrag | FH-PUB-ID: 3096
Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid
B. Steinhagen, T. Jungh, M. Hesse, U. Rückert, L. Quakernack, M. Kelker, J. Haubrock, in: 2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East), IEEE, 2023, pp. 1–5.
HSBI-PUB | DOI
 
[5]
2022 | Konferenzbeitrag | FH-PUB-ID: 3113
Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids
L. Quakernack, M. Kelker, J. Haubrock, in: 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE, 2022, pp. 1–5.
HSBI-PUB | DOI
 
[4]
2022 | Konferenzbeitrag | FH-PUB-ID: 3112
Multi agent double deep Q-network with multiple reward functions for electric vehicle charge control
M. Kelker, L. Quakernack, J. Haubrock, D. Westermann, in: 2022 IEEE Power & Energy Society General Meeting (PESGM), IEEE, 2022, pp. 01–05.
HSBI-PUB | DOI
 
[3]
2022 | Konferenzbeitrag | FH-PUB-ID: 3097 | OA
Deep Reinforcement Learning als Methode zur autonomen Steuerung von Niederspannungsnetzen mit Fokus auf die Netzstabilität
L. Quakernack, M. Kelker, U. Rückert, J. Haubrock, in: 2022.
HSBI-PUB | Download (ext.)
 
[2]
2021 | Konferenzbeitrag | FH-PUB-ID: 3356
Multi agent deep Q-reinforcement learning for autonomous low voltage grid control
M. Kelker, L. Quakernack, J. Haubrock, in: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), IEEE, 2021, pp. 1–6.
HSBI-PUB | DOI
 
[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 3360
Simulation of a Smart-Micro-Grid to Analyse an Intelligent Charge Management in Matlab Simulink for a Local Bakery Chain
L. Quakernack, M. Kelker, J. Haubrock, in: 2018.
HSBI-PUB
 
Markierte Publikation(en)

Suche

Publikationen filtern

Darstellung / Sortierung

Export / Einbettung

25 Publikationen

Alle markieren

[25]
2025 | Konferenzbeitrag | FH-PUB-ID: 6529
Modeling distribution grids of the future: Importance of the scenario frameworks for the grid development plan in low voltage grids
L. Quakernack, T. Engelmann, J. Haubrock, in: VDE (Ed.), VDE Verlag, 2025.
HSBI-PUB
 
[24]
2025 | Konferenzbeitrag | FH-PUB-ID: 6525
Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage
L. Quakernack, T. Engelmann, J. Haubrock, W. Ye, P. Zhang, S. Röhrenbeck, T. Reisinger, T. Leopold, B. Herold, S. Wilker, T. Sauter, M. Kelker, J. Breuersbrock, M. Dünser, S. Übermasser, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.
HSBI-PUB | DOI
 
[23]
2025 | Konferenzbeitrag | FH-PUB-ID: 6522
Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning
T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.
HSBI-PUB | DOI
 
[22]
2025 | Konferenzbeitrag | FH-PUB-ID: 6527
Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids
L. Quakernack, T. Engelmann, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[21]
2025 | Konferenzbeitrag | FH-PUB-ID: 6526
Data-driven Day-ahead Load Classification For Capacity Planning
T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[20]
2025 | Konferenzbeitrag | FH-PUB-ID: 6535
Impact of Global Price Signals on Local Low-Voltage Grids
M. Gurcke, L. Quakernack, K. Schulte, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[19]
2025 | Konferenzbeitrag | FH-PUB-ID: 6534
Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids
K. Handel, K. Schulte, L. Quakernack, R. Rigo-Mariani, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.
HSBI-PUB | DOI
 
[18]
2025 | Konferenzbeitrag | FH-PUB-ID: 6532
Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints
W. Ye, S. Heberer, P. Zhang, L. Quakernack, J. Haubrock, M. Kelker, S. Röhrenbeck, M. Dünser, S. Übermasser, T. Reisinger, S. Wilker, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.
HSBI-PUB | DOI
 
[17]
2024 | Konferenzbeitrag | FH-PUB-ID: 5720
LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data
L. Quakernack, T. Engelmann, J. Haubrock, V. Vaquet, in: IEEE (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.
HSBI-PUB | DOI
 
[16]
2024 | Konferenzbeitrag | FH-PUB-ID: 6536
Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher
L. Quakernack, J. Haubrock, M. Kelker, T. Reisinger, S. Wilker, W. Ye, P. Zhang, S. Röhrenbeck, S. Übermasser, in: TU Graz (Ed.), Graz, 2024.
HSBI-PUB
 
[15]
2024 | Konferenzbeitrag | FH-PUB-ID: 6533
Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations
V. Vaquet, F. Hinder, J. Vaquet, K. Lammers, L. Quakernack, B. Hammer, in: 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, 2024, pp. 1–8.
HSBI-PUB | DOI
 
[14]
2024 | Konferenzbeitrag | FH-PUB-ID: 6537
Development of AI agents for cellular energy systems to increase flexibilities provided by sector coupling and distributed storage
S. Wilker, P. Bauer, T. Reisinger, T. Leopold, L. Quakernack, J. Haubrock, in: 2024.
HSBI-PUB
 
[13]
2024 | Konferenzbeitrag | FH-PUB-ID: 6531
Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids
W. Ye, H.-H. Chang, P. Zhang, L. Quakernack, M. Kelker, J. Haubrock, in: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.
HSBI-PUB | DOI
 
[12]
2024 | Konferenzbeitrag | FH-PUB-ID: 5761
Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic
L. Quakernack, M. Gurcke, K. Schulte, J. Haubrock, in: IEEE (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.
HSBI-PUB | DOI
 
[11]
2024 | Konferenzbeitrag | FH-PUB-ID: 5557
A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast
K. Schulte, L. Engel, L. Quakernack, F. Liegmann, J. Haubrock, in: N. Holjevac, T. Baškarad, M. Zidar, I. Kuzle (Eds.), IEEE PES ISGT  Europe 2024 Conference Book, 2024.
HSBI-PUB
 
[10]
2023 | Konferenzbeitrag | FH-PUB-ID: 5723
Q-learning based control algorithm with dynamic combination of peak shaving and self-consumption optimization for industrial battery storage systems
T. Engelmann, L. Quakernack, J. Haubrock, in: IEEE (Ed.), PESS 2023; Power and Energy Student Summit, 2023.
HSBI-PUB | Download (ext.)
 
[9]
2023 | Konferenzbeitrag | FH-PUB-ID: 6530
A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids
L. Quakernack, V. Vaquet, B. Hammer, J. Haubrock, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.
HSBI-PUB | DOI
 
[8]
2023 | Konferenzbeitrag | FH-PUB-ID: 4357
Optimized photovoltaic power forecast using k-means clustering based error reduction
K. Schulte, L. Engel, L. Quakernack, J. Haubrock, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.
HSBI-PUB | DOI
 
[7]
2023 | Konferenzbeitrag | FH-PUB-ID: 3105
AI-based heat demand forecasting in industrial buildings for flexible operation of combined heat and power plants
L. Quakernack, J. Hövelmann, K. Kröger, J. Haubrock, in: 2023.
HSBI-PUB
 
[6]
2023 | Konferenzbeitrag | FH-PUB-ID: 3096
Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid
B. Steinhagen, T. Jungh, M. Hesse, U. Rückert, L. Quakernack, M. Kelker, J. Haubrock, in: 2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East), IEEE, 2023, pp. 1–5.
HSBI-PUB | DOI
 
[5]
2022 | Konferenzbeitrag | FH-PUB-ID: 3113
Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids
L. Quakernack, M. Kelker, J. Haubrock, in: 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE, 2022, pp. 1–5.
HSBI-PUB | DOI
 
[4]
2022 | Konferenzbeitrag | FH-PUB-ID: 3112
Multi agent double deep Q-network with multiple reward functions for electric vehicle charge control
M. Kelker, L. Quakernack, J. Haubrock, D. Westermann, in: 2022 IEEE Power & Energy Society General Meeting (PESGM), IEEE, 2022, pp. 01–05.
HSBI-PUB | DOI
 
[3]
2022 | Konferenzbeitrag | FH-PUB-ID: 3097 | OA
Deep Reinforcement Learning als Methode zur autonomen Steuerung von Niederspannungsnetzen mit Fokus auf die Netzstabilität
L. Quakernack, M. Kelker, U. Rückert, J. Haubrock, in: 2022.
HSBI-PUB | Download (ext.)
 
[2]
2021 | Konferenzbeitrag | FH-PUB-ID: 3356
Multi agent deep Q-reinforcement learning for autonomous low voltage grid control
M. Kelker, L. Quakernack, J. Haubrock, in: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), IEEE, 2021, pp. 1–6.
HSBI-PUB | DOI
 
[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 3360
Simulation of a Smart-Micro-Grid to Analyse an Intelligent Charge Management in Matlab Simulink for a Local Bakery Chain
L. Quakernack, M. Kelker, J. Haubrock, in: 2018.
HSBI-PUB
 
Markierte Publikation(en)

Suche

Publikationen filtern

Darstellung / Sortierung

Export / Einbettung