PUBLIKATIONSSERVER

Lars Quakernack

25 Publikationen

Alle markieren

[25]
2025 | Konferenzbeitrag | FH-PUB-ID: 6529
@inproceedings{Quakernack_Engelmann_Haubrock_2025, title={Modeling distribution grids of the future: Importance of the scenario frameworks for the grid development plan in low voltage grids}, publisher={VDE Verlag}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens}, editor={VDEEditor}, year={2025} }
HSBI-PUB
 
[24]
2025 | Konferenzbeitrag | FH-PUB-ID: 6525
@inproceedings{Quakernack_Engelmann_Haubrock_Ye_Zhang_Röhrenbeck_Reisinger_Leopold_Herold_Wilker_et al._2025, title={Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage}, DOI={10.1109/PowerTech59965.2025.11180740}, booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Reisinger, Thomas and Leopold, Thomas and Herold, Benedikt and Wilker, Stefan and et al.}, year={2025}, pages={1–6} }
HSBI-PUB | DOI
 
[23]
2025 | Konferenzbeitrag | FH-PUB-ID: 6522
@inproceedings{Engelmann_Quakernack_Haubrock_2025, title={Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning}, DOI={10.1109/PowerTech59965.2025.11180432}, booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens}, year={2025}, pages={1–6} }
HSBI-PUB | DOI
 
[22]
2025 | Konferenzbeitrag | FH-PUB-ID: 6527
@inproceedings{Quakernack_Engelmann_Haubrock_2025, title={Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids}, DOI={10.1109/ISGTEurope64741.2025.11305550}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[21]
2025 | Konferenzbeitrag | FH-PUB-ID: 6526
@inproceedings{Engelmann_Quakernack_Haubrock_2025, title={Data-driven Day-ahead Load Classification For Capacity Planning}, DOI={10.1109/ISGTEurope64741.2025.11305555}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[20]
2025 | Konferenzbeitrag | FH-PUB-ID: 6535
@inproceedings{Gurcke_Quakernack_Schulte_Haubrock_2025, title={Impact of Global Price Signals on Local Low-Voltage Grids}, DOI={10.1109/ISGTEurope64741.2025.11305633}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Gurcke, Melina and Quakernack, Lars and Schulte, Katrin and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[19]
2025 | Konferenzbeitrag | FH-PUB-ID: 6534
@inproceedings{Handel_Schulte_Quakernack_Rigo-Mariani_Haubrock_2025, title={Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids}, DOI={10.1109/ISGTEurope64741.2025.11305517}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Handel, Katrin and Schulte, Katrin and Quakernack, Lars and Rigo-Mariani, Remy and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[18]
2025 | Konferenzbeitrag | FH-PUB-ID: 6532
@inproceedings{Ye_Heberer_Zhang_Quakernack_Haubrock_Kelker_Röhrenbeck_Dünser_Übermasser_Reisinger_et al._2025, title={Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints}, DOI={10.1109/PowerTech59965.2025.11180211}, booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Ye, Wenyan and Heberer, Simon and Zhang, Ping and Quakernack, Lars and Haubrock, Jens and Kelker, Michael and Röhrenbeck, Stephan and Dünser, Marc and Übermasser, Stefan and Reisinger, Thomas and et al.}, year={2025}, pages={1–6} }
HSBI-PUB | DOI
 
[17]
2024 | Konferenzbeitrag | FH-PUB-ID: 5720
@inproceedings{Quakernack_Engelmann_Haubrock_Vaquet_2024, title={LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data}, DOI={10.1109/ISGTEUROPE62998.2024.10863725}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens and Vaquet, Valerie}, editor={IEEEEditor}, year={2024}, pages={1–5} }
HSBI-PUB | DOI
 
[16]
2024 | Konferenzbeitrag | FH-PUB-ID: 6536
@inproceedings{Quakernack_Haubrock_Kelker_Reisinger_Wilker_Ye_Zhang_Röhrenbeck_Übermasser_2024, place={Graz}, title={Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher}, author={Quakernack, Lars and Haubrock, Jens and Kelker, Michael and Reisinger, Thomas and Wilker, Stefan and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Übermasser, Stefan }, editor={TU GrazEditor}, year={2024} }
HSBI-PUB
 
[15]
2024 | Konferenzbeitrag | FH-PUB-ID: 6533
@inproceedings{Vaquet_Hinder_Vaquet_Lammers_Quakernack_Hammer_2024, title={Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations}, DOI={10.1109/IJCNN60899.2024.10651472}, booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Vaquet, Valerie and Hinder, Fabian and Vaquet, Jonas and Lammers, Kathrin and Quakernack, Lars and Hammer, Barbara}, year={2024}, pages={1–8} }
HSBI-PUB | DOI
 
[14]
2024 | Konferenzbeitrag | FH-PUB-ID: 6537
@inproceedings{Wilker_Bauer_Reisinger_Leopold_Quakernack_Haubrock_2024, title={Development of AI agents for cellular energy systems to increase flexibilities provided by sector coupling and distributed storage}, author={Wilker, Stefan and Bauer, Paul and Reisinger, Thomas and Leopold, Thomas and Quakernack, Lars and Haubrock, Jens}, year={2024} }
HSBI-PUB
 
[13]
2024 | Konferenzbeitrag | FH-PUB-ID: 6531
@inproceedings{Ye_Chang_Zhang_Quakernack_Kelker_Haubrock_2024, title={Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids}, DOI={10.1109/ISGTEUROPE62998.2024.10863063}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Ye, Wenyan and Chang, Hao-Hsuan and Zhang, Ping and Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2024}, pages={1–5} }
HSBI-PUB | DOI
 
[12]
2024 | Konferenzbeitrag | FH-PUB-ID: 5761
@inproceedings{Quakernack_Gurcke_Schulte_Haubrock_2024, title={Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic}, DOI={10.1109/ISGTEUROPE62998.2024.10863623}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Quakernack, Lars and Gurcke, Melina and Schulte, Katrin and Haubrock, Jens}, editor={IEEEEditor}, year={2024}, pages={1–5} }
HSBI-PUB | DOI
 
[11]
2024 | Konferenzbeitrag | FH-PUB-ID: 5557
@inproceedings{Schulte_Engel_Quakernack_Liegmann_Haubrock_2024, title={A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast}, booktitle={IEEE PES ISGT  Europe 2024 Conference book}, author={Schulte, Katrin and Engel, Lars and Quakernack, Lars and Liegmann, Fynn and Haubrock, Jens}, editor={Holjevac, Ninoslav and Baškarad, Tomislav and Zidar, Matija and Kuzle, Igor Editors}, year={2024} }
HSBI-PUB
 
[10]
2023 | Konferenzbeitrag | FH-PUB-ID: 5723
@inproceedings{Engelmann_Quakernack_Haubrock_2023, title={Q-learning based control algorithm with dynamic combination of peak shaving and self-consumption optimization for industrial battery storage systems}, booktitle={PESS 2023; Power and Energy Student Summit}, author={Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens}, editor={IEEEEditor}, year={2023} }
HSBI-PUB | Download (ext.)
 
[9]
2023 | Konferenzbeitrag | FH-PUB-ID: 6530
@inproceedings{Quakernack_Vaquet_Hammer_Haubrock_2023, title={A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids}, DOI={10.1109/ISGTEUROPE56780.2023.10407843}, booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Quakernack, Lars and Vaquet, Valerie and Hammer, Barbara and Haubrock, Jens}, year={2023}, pages={1–5} }
HSBI-PUB | DOI
 
[8]
2023 | Konferenzbeitrag | FH-PUB-ID: 4357
@inproceedings{Schulte_Engel_Quakernack_Haubrock_2023, title={Optimized photovoltaic power forecast using k-means clustering based error reduction}, DOI={10.1109/ISGTEUROPE56780.2023.10407521}, booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Schulte, Katrin and Engel, Lars and Quakernack, Lars and Haubrock, Jens}, year={2023}, pages={1–5} }
HSBI-PUB | DOI
 
[7]
2023 | Konferenzbeitrag | FH-PUB-ID: 3105
@inproceedings{Quakernack_Hövelmann_Kröger_Haubrock_2023, title={AI-based heat demand forecasting in industrial buildings for flexible operation of combined heat and power plants}, author={Quakernack, Lars and Hövelmann, Julian and Kröger, Kersten and Haubrock, Jens}, year={2023} }
HSBI-PUB
 
[6]
2023 | Konferenzbeitrag | FH-PUB-ID: 3096
@inproceedings{Steinhagen_Jungh_Hesse_Rückert_Quakernack_Kelker_Haubrock_2023, title={Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid}, DOI={10.1109/ISGTMiddleEast56437.2023.10078593}, booktitle={2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East)}, publisher={IEEE}, author={Steinhagen, Bastian and Jungh, Timon and Hesse, Marc and Rückert, Ulrich and Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2023}, pages={1–5} }
HSBI-PUB | DOI
 
[5]
2022 | Konferenzbeitrag | FH-PUB-ID: 3113
@inproceedings{Quakernack_Kelker_Haubrock_2022, title={Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids}, DOI={10.1109/ISGT-Europe54678.2022.9960416}, booktitle={2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)}, publisher={IEEE}, author={Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2022}, pages={1–5} }
HSBI-PUB | DOI
 
[4]
2022 | Konferenzbeitrag | FH-PUB-ID: 3112
@inproceedings{Kelker_Quakernack_Haubrock_Westermann_2022, title={Multi agent double deep Q-network with multiple reward functions for electric vehicle charge control}, DOI={10.1109/PESGM48719.2022.9917038}, booktitle={2022 IEEE Power & Energy Society General Meeting (PESGM)}, publisher={IEEE}, author={Kelker, Michael and Quakernack, Lars and Haubrock, Jens and Westermann, Dirk}, year={2022}, pages={01–05} }
HSBI-PUB | DOI
 
[3]
2022 | Konferenzbeitrag | FH-PUB-ID: 3097 | OA
@inproceedings{Quakernack_Kelker_Rückert_Haubrock_2022, title={Deep Reinforcement Learning als Methode zur autonomen Steuerung von Niederspannungsnetzen mit Fokus auf die Netzstabilität}, author={Quakernack, Lars and Kelker, Michael and Rückert, Ulrich and Haubrock, Jens}, year={2022} }
HSBI-PUB | Download (ext.)
 
[2]
2021 | Konferenzbeitrag | FH-PUB-ID: 3356
@inproceedings{Kelker_Quakernack_Haubrock_2021, title={Multi agent deep Q-reinforcement learning for autonomous low voltage grid control}, DOI={10.1109/ISGTEurope52324.2021.9639897}, booktitle={2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)}, publisher={IEEE}, author={Kelker, Michael and Quakernack, Lars and Haubrock, Jens}, year={2021}, pages={1–6} }
HSBI-PUB | DOI
 
[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 3360
@inproceedings{Quakernack_Kelker_Haubrock_2018, title={Simulation of a Smart-Micro-Grid to Analyse an Intelligent Charge Management in Matlab Simulink for a Local Bakery Chain}, author={Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2018} }
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25 Publikationen

Alle markieren

[25]
2025 | Konferenzbeitrag | FH-PUB-ID: 6529
@inproceedings{Quakernack_Engelmann_Haubrock_2025, title={Modeling distribution grids of the future: Importance of the scenario frameworks for the grid development plan in low voltage grids}, publisher={VDE Verlag}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens}, editor={VDEEditor}, year={2025} }
HSBI-PUB
 
[24]
2025 | Konferenzbeitrag | FH-PUB-ID: 6525
@inproceedings{Quakernack_Engelmann_Haubrock_Ye_Zhang_Röhrenbeck_Reisinger_Leopold_Herold_Wilker_et al._2025, title={Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage}, DOI={10.1109/PowerTech59965.2025.11180740}, booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Reisinger, Thomas and Leopold, Thomas and Herold, Benedikt and Wilker, Stefan and et al.}, year={2025}, pages={1–6} }
HSBI-PUB | DOI
 
[23]
2025 | Konferenzbeitrag | FH-PUB-ID: 6522
@inproceedings{Engelmann_Quakernack_Haubrock_2025, title={Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning}, DOI={10.1109/PowerTech59965.2025.11180432}, booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens}, year={2025}, pages={1–6} }
HSBI-PUB | DOI
 
[22]
2025 | Konferenzbeitrag | FH-PUB-ID: 6527
@inproceedings{Quakernack_Engelmann_Haubrock_2025, title={Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids}, DOI={10.1109/ISGTEurope64741.2025.11305550}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[21]
2025 | Konferenzbeitrag | FH-PUB-ID: 6526
@inproceedings{Engelmann_Quakernack_Haubrock_2025, title={Data-driven Day-ahead Load Classification For Capacity Planning}, DOI={10.1109/ISGTEurope64741.2025.11305555}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[20]
2025 | Konferenzbeitrag | FH-PUB-ID: 6535
@inproceedings{Gurcke_Quakernack_Schulte_Haubrock_2025, title={Impact of Global Price Signals on Local Low-Voltage Grids}, DOI={10.1109/ISGTEurope64741.2025.11305633}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Gurcke, Melina and Quakernack, Lars and Schulte, Katrin and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[19]
2025 | Konferenzbeitrag | FH-PUB-ID: 6534
@inproceedings{Handel_Schulte_Quakernack_Rigo-Mariani_Haubrock_2025, title={Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids}, DOI={10.1109/ISGTEurope64741.2025.11305517}, booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)}, publisher={IEEE}, author={Handel, Katrin and Schulte, Katrin and Quakernack, Lars and Rigo-Mariani, Remy and Haubrock, Jens}, year={2025}, pages={1–5} }
HSBI-PUB | DOI
 
[18]
2025 | Konferenzbeitrag | FH-PUB-ID: 6532
@inproceedings{Ye_Heberer_Zhang_Quakernack_Haubrock_Kelker_Röhrenbeck_Dünser_Übermasser_Reisinger_et al._2025, title={Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints}, DOI={10.1109/PowerTech59965.2025.11180211}, booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Ye, Wenyan and Heberer, Simon and Zhang, Ping and Quakernack, Lars and Haubrock, Jens and Kelker, Michael and Röhrenbeck, Stephan and Dünser, Marc and Übermasser, Stefan and Reisinger, Thomas and et al.}, year={2025}, pages={1–6} }
HSBI-PUB | DOI
 
[17]
2024 | Konferenzbeitrag | FH-PUB-ID: 5720
@inproceedings{Quakernack_Engelmann_Haubrock_Vaquet_2024, title={LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data}, DOI={10.1109/ISGTEUROPE62998.2024.10863725}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens and Vaquet, Valerie}, editor={IEEEEditor}, year={2024}, pages={1–5} }
HSBI-PUB | DOI
 
[16]
2024 | Konferenzbeitrag | FH-PUB-ID: 6536
@inproceedings{Quakernack_Haubrock_Kelker_Reisinger_Wilker_Ye_Zhang_Röhrenbeck_Übermasser_2024, place={Graz}, title={Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher}, author={Quakernack, Lars and Haubrock, Jens and Kelker, Michael and Reisinger, Thomas and Wilker, Stefan and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Übermasser, Stefan }, editor={TU GrazEditor}, year={2024} }
HSBI-PUB
 
[15]
2024 | Konferenzbeitrag | FH-PUB-ID: 6533
@inproceedings{Vaquet_Hinder_Vaquet_Lammers_Quakernack_Hammer_2024, title={Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations}, DOI={10.1109/IJCNN60899.2024.10651472}, booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Vaquet, Valerie and Hinder, Fabian and Vaquet, Jonas and Lammers, Kathrin and Quakernack, Lars and Hammer, Barbara}, year={2024}, pages={1–8} }
HSBI-PUB | DOI
 
[14]
2024 | Konferenzbeitrag | FH-PUB-ID: 6537
@inproceedings{Wilker_Bauer_Reisinger_Leopold_Quakernack_Haubrock_2024, title={Development of AI agents for cellular energy systems to increase flexibilities provided by sector coupling and distributed storage}, author={Wilker, Stefan and Bauer, Paul and Reisinger, Thomas and Leopold, Thomas and Quakernack, Lars and Haubrock, Jens}, year={2024} }
HSBI-PUB
 
[13]
2024 | Konferenzbeitrag | FH-PUB-ID: 6531
@inproceedings{Ye_Chang_Zhang_Quakernack_Kelker_Haubrock_2024, title={Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids}, DOI={10.1109/ISGTEUROPE62998.2024.10863063}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Ye, Wenyan and Chang, Hao-Hsuan and Zhang, Ping and Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2024}, pages={1–5} }
HSBI-PUB | DOI
 
[12]
2024 | Konferenzbeitrag | FH-PUB-ID: 5761
@inproceedings{Quakernack_Gurcke_Schulte_Haubrock_2024, title={Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic}, DOI={10.1109/ISGTEUROPE62998.2024.10863623}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Quakernack, Lars and Gurcke, Melina and Schulte, Katrin and Haubrock, Jens}, editor={IEEEEditor}, year={2024}, pages={1–5} }
HSBI-PUB | DOI
 
[11]
2024 | Konferenzbeitrag | FH-PUB-ID: 5557
@inproceedings{Schulte_Engel_Quakernack_Liegmann_Haubrock_2024, title={A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast}, booktitle={IEEE PES ISGT  Europe 2024 Conference book}, author={Schulte, Katrin and Engel, Lars and Quakernack, Lars and Liegmann, Fynn and Haubrock, Jens}, editor={Holjevac, Ninoslav and Baškarad, Tomislav and Zidar, Matija and Kuzle, Igor Editors}, year={2024} }
HSBI-PUB
 
[10]
2023 | Konferenzbeitrag | FH-PUB-ID: 5723
@inproceedings{Engelmann_Quakernack_Haubrock_2023, title={Q-learning based control algorithm with dynamic combination of peak shaving and self-consumption optimization for industrial battery storage systems}, booktitle={PESS 2023; Power and Energy Student Summit}, author={Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens}, editor={IEEEEditor}, year={2023} }
HSBI-PUB | Download (ext.)
 
[9]
2023 | Konferenzbeitrag | FH-PUB-ID: 6530
@inproceedings{Quakernack_Vaquet_Hammer_Haubrock_2023, title={A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids}, DOI={10.1109/ISGTEUROPE56780.2023.10407843}, booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Quakernack, Lars and Vaquet, Valerie and Hammer, Barbara and Haubrock, Jens}, year={2023}, pages={1–5} }
HSBI-PUB | DOI
 
[8]
2023 | Konferenzbeitrag | FH-PUB-ID: 4357
@inproceedings{Schulte_Engel_Quakernack_Haubrock_2023, title={Optimized photovoltaic power forecast using k-means clustering based error reduction}, DOI={10.1109/ISGTEUROPE56780.2023.10407521}, booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Schulte, Katrin and Engel, Lars and Quakernack, Lars and Haubrock, Jens}, year={2023}, pages={1–5} }
HSBI-PUB | DOI
 
[7]
2023 | Konferenzbeitrag | FH-PUB-ID: 3105
@inproceedings{Quakernack_Hövelmann_Kröger_Haubrock_2023, title={AI-based heat demand forecasting in industrial buildings for flexible operation of combined heat and power plants}, author={Quakernack, Lars and Hövelmann, Julian and Kröger, Kersten and Haubrock, Jens}, year={2023} }
HSBI-PUB
 
[6]
2023 | Konferenzbeitrag | FH-PUB-ID: 3096
@inproceedings{Steinhagen_Jungh_Hesse_Rückert_Quakernack_Kelker_Haubrock_2023, title={Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid}, DOI={10.1109/ISGTMiddleEast56437.2023.10078593}, booktitle={2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East)}, publisher={IEEE}, author={Steinhagen, Bastian and Jungh, Timon and Hesse, Marc and Rückert, Ulrich and Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2023}, pages={1–5} }
HSBI-PUB | DOI
 
[5]
2022 | Konferenzbeitrag | FH-PUB-ID: 3113
@inproceedings{Quakernack_Kelker_Haubrock_2022, title={Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids}, DOI={10.1109/ISGT-Europe54678.2022.9960416}, booktitle={2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)}, publisher={IEEE}, author={Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2022}, pages={1–5} }
HSBI-PUB | DOI
 
[4]
2022 | Konferenzbeitrag | FH-PUB-ID: 3112
@inproceedings{Kelker_Quakernack_Haubrock_Westermann_2022, title={Multi agent double deep Q-network with multiple reward functions for electric vehicle charge control}, DOI={10.1109/PESGM48719.2022.9917038}, booktitle={2022 IEEE Power & Energy Society General Meeting (PESGM)}, publisher={IEEE}, author={Kelker, Michael and Quakernack, Lars and Haubrock, Jens and Westermann, Dirk}, year={2022}, pages={01–05} }
HSBI-PUB | DOI
 
[3]
2022 | Konferenzbeitrag | FH-PUB-ID: 3097 | OA
@inproceedings{Quakernack_Kelker_Rückert_Haubrock_2022, title={Deep Reinforcement Learning als Methode zur autonomen Steuerung von Niederspannungsnetzen mit Fokus auf die Netzstabilität}, author={Quakernack, Lars and Kelker, Michael and Rückert, Ulrich and Haubrock, Jens}, year={2022} }
HSBI-PUB | Download (ext.)
 
[2]
2021 | Konferenzbeitrag | FH-PUB-ID: 3356
@inproceedings{Kelker_Quakernack_Haubrock_2021, title={Multi agent deep Q-reinforcement learning for autonomous low voltage grid control}, DOI={10.1109/ISGTEurope52324.2021.9639897}, booktitle={2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)}, publisher={IEEE}, author={Kelker, Michael and Quakernack, Lars and Haubrock, Jens}, year={2021}, pages={1–6} }
HSBI-PUB | DOI
 
[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 3360
@inproceedings{Quakernack_Kelker_Haubrock_2018, title={Simulation of a Smart-Micro-Grid to Analyse an Intelligent Charge Management in Matlab Simulink for a Local Bakery Chain}, author={Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2018} }
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