Lars Quakernack
12 Publikationen
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} }
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| DOI
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} }
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| DOI
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} }
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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} }
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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} }
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| DOI
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} }
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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} }
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| DOI
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} }
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| DOI
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} }
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| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 3097 | 
@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} }
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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} }
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| DOI
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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12 Publikationen
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
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
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} }
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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} }
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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
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
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
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
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
2022 | Konferenzbeitrag | FH-PUB-ID: 3097 |
@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} }
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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
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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