Michael Kelker
21 Publikationen
2024 | Konferenzbeitrag | FH-PUB-ID: 5719
@inproceedings{Liegmann_Schulte_Annen_Haubrock_Kelker_Joseph_Raczka_Rehtanz_2024, title={Concept of a test bench for research into automatic resupply to improve the resilience of critical infrastructure}, DOI={10.1109/ISGTEUROPE62998.2024.10863253}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Liegmann, Fynn and Schulte, Katrin and Annen, Felix and Haubrock, Jens and Kelker, Michael and Joseph, Svenja and Raczka, Sebastian and Rehtanz, Christian}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2024}, pages={1–5} }
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| DOI
2023 | Dissertation | FH-PUB-ID: 3363 | 
@book{Kelker_2023, title={Optimierte Ladung von Elektrofahrzeugen als Markow Entscheidungsprozess mittels maschineller Lernalgorithmen}, DOI={10.22032/DBT.55670}, publisher={Universitätsverlag Ilmenau}, author={Kelker, Michael}, 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: 3111
@inproceedings{Liegmann_Schorge_Kelker_Haubrock_2022, title={Virtual reality grid control station for learning the operational management of real electrical grids on emergency situation}, DOI={10.1109/GeCon55699.2022.9942753}, booktitle={2022 IEEE German Education Conference (GeCon)}, publisher={IEEE}, author={Liegmann, Fynn and Schorge, Leonard and Kelker, Michael and Haubrock, Jens}, year={2022}, pages={1–6} }
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| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 3100 |
@inproceedings{Liegmann_Gurcke_Kelker_Haubrock_2022, title={Entwicklung einer Virtual Reality Netzleitwarte}, author={Liegmann, Fynn and Gurcke, Melina and Kelker, Michael and Haubrock, Jens}, year={2022} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 3099 |
@inproceedings{Gurcke_Timpe_Kelker_Haubrock_2022, title={ Adaption und Validierung einer Low Cost µPMU zur Netzüberwachung im Niederspannungsnetz}, author={Gurcke, Melina and Timpe, Kevin and Kelker, Michael and Haubrock, Jens}, year={2022} }
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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: 3355
@inproceedings{Schulte_Runde_Kelker_Haubrock_2021, title={Prediction of the local cloud cover to optimize photovoltaic system power forecast}, DOI={10.1109/ISGTEurope52324.2021.9640074}, booktitle={2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)}, publisher={IEEE}, author={Schulte, Katrin and Runde, Oliver and Kelker, Michael and Haubrock, Jens}, year={2021}, pages={01–05} }
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| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 3361
@inproceedings{Liegmann_Murtovi_Kelker_Haubrock_2021, title={Analysis of user behaviour for modelling an electric vehicle loading profile generator}, author={Liegmann, Fynn and Murtovi, Alen and Kelker, Michael and Haubrock, Jens}, year={2021} }
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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
2020 | Konferenzbeitrag | FH-PUB-ID: 3359
@inproceedings{Schulte_Kelker_Haubrock_2020, title={Artificial neural networks to predict the node voltages in a low-voltage grid}, booktitle={NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems}, author={Schulte, Katrin and Kelker, Michael and Haubrock, Jens}, year={2020} }
HSBI-PUB
2020 | Konferenzbeitrag | FH-PUB-ID: 3358
@inproceedings{Lohmann_Kelker_Schulte_Haubrock_2020, title={Auslegung eines Antriebstranges für einen Batterie-Elektrischen Zug}, booktitle={EnInnov 2020; 16. Symposium Energieinnovation}, author={Lohmann, Paul and Kelker, Michael and Schulte, Katrin and Haubrock, Jens}, year={2020} }
HSBI-PUB
2020 | Konferenzbeitrag | FH-PUB-ID: 3354
@inproceedings{Kelker_Schulte_Haubrock_2020, title={State estimation in low-voltage grids by using artificial neural networks in consideration of optimal micro phasor measurement unit placement}, booktitle={NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems}, author={Kelker, Michael and Schulte, Katrin and Haubrock, Jens}, year={2020} }
HSBI-PUB
2020 | Konferenzbeitrag | FH-PUB-ID: 3353 |
@inproceedings{Kelker_Berrada_Schulte_Haubrock_2020, title={Entwicklung und Validierung eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz}, booktitle={EnInnov 2020; 16. Symposium Energieinnovation}, author={Kelker, Michael and Berrada, Amina and Schulte, Katrin and Haubrock, Jens}, year={2020} }
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2019 | Konferenzbeitrag | FH-PUB-ID: 3357
@inproceedings{Kröger_Annen_Kelker_Haubrock_2019, title={Development of a Microgrid Hardware Simulation System for Distributed Energy Resources in Combination with an Aggregated Battery Electric Vehicle}, booktitle={NEIS 2019; Conference on Sustainable Energy Supply and Energy Storage Systems, 2019}, author={Kröger, Kersten and Annen, Felix and Kelker, Michael and Haubrock, Jens}, year={2019} }
HSBI-PUB
2019 | Konferenzbeitrag | FH-PUB-ID: 3351
@inproceedings{Kelker_Schulte_Kröger_Haubrock_2019, title={Development and validation of a neural network for state estimation in the distribution grid based on μPMU data}, DOI={10.1109/MEPS46793.2019.9394975}, booktitle={2019 Modern Electric Power Systems (MEPS)}, publisher={IEEE}, author={Kelker, Michael and Schulte, Katrin and Kröger, Kersten and Haubrock, Jens}, year={2019}, pages={1–6} }
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 3350
@inproceedings{Kelker_Schulte_Hansmeier_Annen_Kröger_Lohmann_Haubrock_2019, title={Development of a forecast model for the prediction of photovoltaic power using neural networks and validating the model based on real measurement data of a local photovoltaic system}, DOI={10.1109/PTC.2019.8810719}, booktitle={2019 IEEE Milan PowerTech}, publisher={IEEE}, author={Kelker, Michael and Schulte, Katrin and Hansmeier, Dirk and Annen, Felix and Kröger, Kersten and Lohmann, Paul and Haubrock, Jens}, year={2019}, 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} }
HSBI-PUB
2018 | Konferenzbeitrag | FH-PUB-ID: 3349
@inproceedings{Kelker_Haubrock_2018, title={Modeling and simulation of a phasor measurement unit to analyse the grid reliability of a 110 kV grid}, DOI={10.1109/IESC.2018.8439944}, booktitle={2018 7th International Energy and Sustainability Conference (IESC)}, publisher={IEEE}, author={Kelker, Michael and Haubrock, Jens}, year={2018}, pages={1–6} }
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21 Publikationen
2024 | Konferenzbeitrag | FH-PUB-ID: 5719
@inproceedings{Liegmann_Schulte_Annen_Haubrock_Kelker_Joseph_Raczka_Rehtanz_2024, title={Concept of a test bench for research into automatic resupply to improve the resilience of critical infrastructure}, DOI={10.1109/ISGTEUROPE62998.2024.10863253}, booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)}, publisher={IEEE}, author={Liegmann, Fynn and Schulte, Katrin and Annen, Felix and Haubrock, Jens and Kelker, Michael and Joseph, Svenja and Raczka, Sebastian and Rehtanz, Christian}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2024}, pages={1–5} }
HSBI-PUB
| DOI
2023 | Dissertation | FH-PUB-ID: 3363 |
@book{Kelker_2023, title={Optimierte Ladung von Elektrofahrzeugen als Markow Entscheidungsprozess mittels maschineller Lernalgorithmen}, DOI={10.22032/DBT.55670}, publisher={Universitätsverlag Ilmenau}, author={Kelker, Michael}, year={2023} }
HSBI-PUB
| DOI
| Download (ext.)
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: 3111
@inproceedings{Liegmann_Schorge_Kelker_Haubrock_2022, title={Virtual reality grid control station for learning the operational management of real electrical grids on emergency situation}, DOI={10.1109/GeCon55699.2022.9942753}, booktitle={2022 IEEE German Education Conference (GeCon)}, publisher={IEEE}, author={Liegmann, Fynn and Schorge, Leonard and Kelker, Michael and Haubrock, Jens}, year={2022}, pages={1–6} }
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 3100 |
@inproceedings{Liegmann_Gurcke_Kelker_Haubrock_2022, title={Entwicklung einer Virtual Reality Netzleitwarte}, author={Liegmann, Fynn and Gurcke, Melina and Kelker, Michael and Haubrock, Jens}, year={2022} }
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| Download (ext.)
2022 | Konferenzbeitrag | FH-PUB-ID: 3099 |
@inproceedings{Gurcke_Timpe_Kelker_Haubrock_2022, title={ Adaption und Validierung einer Low Cost µPMU zur Netzüberwachung im Niederspannungsnetz}, author={Gurcke, Melina and Timpe, Kevin and Kelker, Michael and Haubrock, Jens}, year={2022} }
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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: 3355
@inproceedings{Schulte_Runde_Kelker_Haubrock_2021, title={Prediction of the local cloud cover to optimize photovoltaic system power forecast}, DOI={10.1109/ISGTEurope52324.2021.9640074}, booktitle={2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)}, publisher={IEEE}, author={Schulte, Katrin and Runde, Oliver and Kelker, Michael and Haubrock, Jens}, year={2021}, pages={01–05} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 3361
@inproceedings{Liegmann_Murtovi_Kelker_Haubrock_2021, title={Analysis of user behaviour for modelling an electric vehicle loading profile generator}, author={Liegmann, Fynn and Murtovi, Alen and Kelker, Michael and Haubrock, Jens}, year={2021} }
HSBI-PUB
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
2020 | Konferenzbeitrag | FH-PUB-ID: 3359
@inproceedings{Schulte_Kelker_Haubrock_2020, title={Artificial neural networks to predict the node voltages in a low-voltage grid}, booktitle={NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems}, author={Schulte, Katrin and Kelker, Michael and Haubrock, Jens}, year={2020} }
HSBI-PUB
2020 | Konferenzbeitrag | FH-PUB-ID: 3358
@inproceedings{Lohmann_Kelker_Schulte_Haubrock_2020, title={Auslegung eines Antriebstranges für einen Batterie-Elektrischen Zug}, booktitle={EnInnov 2020; 16. Symposium Energieinnovation}, author={Lohmann, Paul and Kelker, Michael and Schulte, Katrin and Haubrock, Jens}, year={2020} }
HSBI-PUB
2020 | Konferenzbeitrag | FH-PUB-ID: 3354
@inproceedings{Kelker_Schulte_Haubrock_2020, title={State estimation in low-voltage grids by using artificial neural networks in consideration of optimal micro phasor measurement unit placement}, booktitle={NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems}, author={Kelker, Michael and Schulte, Katrin and Haubrock, Jens}, year={2020} }
HSBI-PUB
2020 | Konferenzbeitrag | FH-PUB-ID: 3353 |
@inproceedings{Kelker_Berrada_Schulte_Haubrock_2020, title={Entwicklung und Validierung eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz}, booktitle={EnInnov 2020; 16. Symposium Energieinnovation}, author={Kelker, Michael and Berrada, Amina and Schulte, Katrin and Haubrock, Jens}, year={2020} }
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| Download (ext.)
2019 | Konferenzbeitrag | FH-PUB-ID: 3357
@inproceedings{Kröger_Annen_Kelker_Haubrock_2019, title={Development of a Microgrid Hardware Simulation System for Distributed Energy Resources in Combination with an Aggregated Battery Electric Vehicle}, booktitle={NEIS 2019; Conference on Sustainable Energy Supply and Energy Storage Systems, 2019}, author={Kröger, Kersten and Annen, Felix and Kelker, Michael and Haubrock, Jens}, year={2019} }
HSBI-PUB
2019 | Konferenzbeitrag | FH-PUB-ID: 3351
@inproceedings{Kelker_Schulte_Kröger_Haubrock_2019, title={Development and validation of a neural network for state estimation in the distribution grid based on μPMU data}, DOI={10.1109/MEPS46793.2019.9394975}, booktitle={2019 Modern Electric Power Systems (MEPS)}, publisher={IEEE}, author={Kelker, Michael and Schulte, Katrin and Kröger, Kersten and Haubrock, Jens}, year={2019}, pages={1–6} }
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 3350
@inproceedings{Kelker_Schulte_Hansmeier_Annen_Kröger_Lohmann_Haubrock_2019, title={Development of a forecast model for the prediction of photovoltaic power using neural networks and validating the model based on real measurement data of a local photovoltaic system}, DOI={10.1109/PTC.2019.8810719}, booktitle={2019 IEEE Milan PowerTech}, publisher={IEEE}, author={Kelker, Michael and Schulte, Katrin and Hansmeier, Dirk and Annen, Felix and Kröger, Kersten and Lohmann, Paul and Haubrock, Jens}, year={2019}, 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} }
HSBI-PUB
2018 | Konferenzbeitrag | FH-PUB-ID: 3349
@inproceedings{Kelker_Haubrock_2018, title={Modeling and simulation of a phasor measurement unit to analyse the grid reliability of a 110 kV grid}, DOI={10.1109/IESC.2018.8439944}, booktitle={2018 7th International Energy and Sustainability Conference (IESC)}, publisher={IEEE}, author={Kelker, Michael and Haubrock, Jens}, year={2018}, pages={1–6} }
HSBI-PUB
| DOI