PUBLIKATIONSSERVER

Lars Quakernack

25 Publikationen

Alle markieren

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

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Darstellung / Sortierung

Zitationsstil: DIN 1505

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25 Publikationen

Alle markieren

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

Suche

Publikationen filtern

Darstellung / Sortierung

Zitationsstil: DIN 1505

Export / Einbettung