F. Liegmann, M. Gurcke, M. Kelker and J. Haubrock, "Entwicklung einer Virtual Reality Netzleitwarte," EnInnov 2020; 17. Symposium Energieinnovationen, 2022 February 16 - 18, Austria, Graz 2022

L. Quakernack, M. Kelker and J. Haubrock, "Deep Reinforcement Learning als Methode zur autonomen Steuerung von Niederspannungsnetzen," EnInnov 2020; 17. Symposium Energieinnovationen, 2022 February 16 - 18, Austria, Graz 2022

M. Gurcke, K. Timpe, M. Kelker and J. Haubrock, "Adaption und Validierung einer Low Cost µPMU zur Netzüberwachung im Niederspannungsnetz," EnInnov 2020; 17. Symposium Energieinnovationen, 2022 February 16 - 18, Austria, Graz 2022

F. Annen, K. Kröger, M. Kelker, K. Schulte and J. Haubrock, "Aufbau eines HiL Teststandes zur Validierung von Algorithmen zur Steuerung von Smart Micro Grids," EnInnov 2020; 17. Symposium Energieinnovationen, 2022 February 16 - 18, Austria, Graz 2022

2021

F. Liegmann, A. Murtuvi, M. Kelker and J. Haubrock, "Analysis of user behaviour for modelling an electric vehicle loading profile generator," PESS 2021; Power and Energy Student Summit, 2021, pp. 1-5

M. Kelker, L. Quakernack and J. Haubrock, "Multi agent deep Q-reinforcement learning for autonomous low voltage grid control," 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021, pp. 1-6, doi: 10.1109/ISGTEurope52324.2021.9639897.ISGT

K. Schulte, O. Runde, M. Kelker and J. Haubrock, "Prediction of the local cloud cover to optimize photovoltaic system power forecast," 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021, pp. 01-05, doi: 10.1109/ISGTEurope52324.2021.9640074.

2020

M. Kelker, K. Schulte and J. Haubrock, "State estimation in low-voltage grids by using artificial neural networks in consideration of optimal micro phasor measurement unit placement," NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems, 2020, pp. 1-6.

K. Schulte, M. Kelker and J. Haubrock, "Artificial neural networks to predict the node voltages in a low-voltage grid," NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems, 2020, pp. 1-6.

P. Lohmann, M. Kelker, K. Schulte and J. Haubrock, "Auslegung eines Antriebstranges für einen Batterie-Elektrischen Zug, " EnInnov 2020; 16. Symposium Energieinnovation, 2020 February 12 – 14, Austria, Graz 2020

M. Kelker, A. Berrada, K. Schulte and J. Haubrock, "Entwicklung und Validierung eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz, " EnInnov 2020; 16. Symposium Energieinnovation, 2020 February 12 – 14, Austria, Graz 2020

2019

M. Kelker, K. Schulte, K. Kröger and J. Haubrock, "Development and validation of a neural network for state estimation in the distribution grid based on μPMU data," 2019 Modern Electric Power Systems (MEPS), 2019, pp. 1-6, doi: 10.1109/MEPS46793.2019.9394975.

K. Kroeger, F. Annen, M. Kelker and J. Haubrock, "Development of a Microgrid Hardware Simulation System for Distributed Energy Resources in Combination with an Aggregated Battery Electric Vehicle," NEIS 2019; Conference on Sustainable Energy Supply and Energy Storage Systems, 2019, pp. 1-4.

M. Kelker et al., "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," 2019 IEEE Milan PowerTech, 2019, pp. 1-6, doi: 10.1109/PTC.2019.8810719.

2018

L. Quakernack, M. Kelker, J. Haubrock, "Simulation of a Smart-Micro-Grid to Analyse an Intelligent Charge Management in Matlab Simulink for a Local Bakery Chain, " 8. IEEE Germany Student Conference, October 25 – 26, Magdeburg 2018

M. Kelker and J. Haubrock, "Modeling and simulation of a phasor measurement unit to analyse the grid reliability of a 110 kV grid," 2018 7th International Energy and Sustainability Conference (IESC), 2018, pp. 1-6, doi: 10.1109/IESC.2018.8439944.