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Number of items: 20.

Weigold, Matthias ; Ranzau, Heiko ; Schaumann, Sarah ; Kohne, Thomas ; Panten, Niklas ; Abele, Eberhard (2021)
Method for the application of deep reinforcement learning for optimised control of industrial energy supply systems by the example of a central cooling system.
In: CIRP Annals, 70 (1)
doi: 10.1016/j.cirp.2021.03.021
Article, Bibliographie

Kohne, Thomas ; Ranzau, Heiko ; Panten, Niklas ; Weigold, Matthias (2020)
Comparative Study of Algorithms for Optimized Control of Industrial Energy Supply Systems.
(29-30 October 2020)
doi: 10.1186/s42162-020-00115-7
Conference or Workshop Item, Bibliographie

Weyand, Astrid ; Seyfried, Stefan ; Grosch, Benedikt ; Fuhrländer-Völker, Daniel ; Panten, Niklas ; Abele, Eberhard (2020)
Method for Transforming Energy and Production Systems Into Mobile Demonstrators.
In: Procedia Manufacturing, 45
doi: 10.1016/j.promfg.2020.04.084
Article, Bibliographie

Panten, Niklas ; Ranzau, Heiko ; Kohne, Thomas ; Moog, Daniel ; Abele, Eberhard ; Weigold, Matthias (2020)
Simulation und Optimierung kombiniert.
In: wt Werkstattstechnik online, 110 (1/2)
Article, Bibliographie

Panten, Niklas (2019)
Deep Reinforcement Learning zur Betriebsoptimierung hybrider industrieller Energienetze.
Technische Universität Darmstadt
Ph.D. Thesis, Bibliographie

Weigold, Matthias ; Abele, Eberhard ; Panten, Niklas ; Grosch, Benedikt (2019)
Datengestützte Verfahren für einen energieeffizienten und flexiblen Betrieb von Produktions- und Versorgungstechnik (Teil 4): Reihe: Künstliche Intelligenz, Maschinendaten, Algorithmen, Effizienz, Geschäftsmodelle.
In: Werkstatt + Betrieb : WB
Article, Bibliographie

Baron, Andreas ; Kohne, Thomas ; Panten, Niklas ; Roloff, Nils ; Abele, Eberhard (2019)
Jenseits der Energiemärkte.
In: Zeitschrift für Wirtschaftlichen Fabrikbetrieb : ZWF, 114 (9)
doi: 10.3139/104.112151
Article, Bibliographie

Grosch, Benedikt ; Weitzel, Timm ; Panten, Niklas ; Abele, Eberhard (2019)
A Metaheuristic for Energy Adaptive Production Scheduling with Multiple Energy Carriers and its Implementation in a Real Production System 2.
In: Procedia CIRP, 26th CIRP Life Cycle Engineering Conference, West Lafayette, IN (USA), 80
doi: 10.1016/j.procir.2019.01.043
Article, Bibliographie

Kohne, Thomas ; Becker, Aron ; Weber, Thomas ; Panten, Niklas ; Abele, Eberhard (2019)
Modeling Approach for Thermal Dependencies in Complex Industrial Energy Supply System.
In: 8th DACH+ Conference on Energy Informatics, Abstract, 2 (S2)
doi: 10.1186/s42162-019-0098-7
Article, Bibliographie

Sossenheimer, Johannes ; Weber, Thomas ; Flum, Dominik ; Panten, Niklas ; Abele, Eberhard ; Fuertjes, Tobias
eds.: Armendia, Mikel ; Ghassempouri, Mani ; Ozturk, Erdem ; Peysson, Flavien (2019)
Non-intrusive Load Monitoring on Component Level of a Machine Tool Using a Kalman Filter-Based Disaggregation Approach.
In: Twin-Control, A Digital Twin Approach to Improve Machine Tools Lifecycle
Book Section, Bibliographie

Walther, Jessica ; Spanier, Dario ; Panten, Niklas ; Abele, Eberhard (2019)
Very Short-Term Load Forecasting on Factory Level — A Machine Learning Approach.
In: Procedia CIRP, 26th CIRP Conference on Life Cycle Engineering Purdue University, West Lafayette, IN (USA), 80
doi: 10.1016/j.procir.2019.01.060
Article, Bibliographie

Flick, Dominik ; Kuschicke, Felix ; Schweikert, Marcelo ; Thiele, Thomas ; Panten, Niklas ; Thiede, Sebastian ; Herrmann, Christoph (2018)
Ascertainment of Energy Consumption Information in the Age of Industrial Big Data.
In: Procedia CIRP, 51st CIRP Conference on Manufacturing Systems, Stockholm (Sweden), Elsevier B.V., 72
Article, Bibliographie

Panten, Niklas (2018)
Energieflusssteuerung in der thermisch vernetzten Produktion.
Kolloquium "Wärmewende", 25. Februar 2018, Hochschule Darmstadt.
Conference or Workshop Item, Bibliographie

Panten, Niklas ; Strobel, Nina ; Sossenheimer, Johannes ; Abele, Eberhard (2018)
Framework for an Energy Efficient and Flexible Automation Strategy and Control Optimization Approach of Supply Systems within a Thermally-Linked Factory.
In: Procedia CIRP, 51st CIRP Conference on Manufacturing Systems, Stockholm (Sweden), Elsevier B.V., 72
Article, Bibliographie

Abele, Eberhard ; Weber, Thomas ; Flum, Dominik ; Panten, Niklas ; Sossenheimer, Johannes ; Fuertjes, Tobias (2018)
A Kalman-Filter-Based Disaggregation Approach for Sensor Reduced Energy Monitoring on Component Level of Machine Tools.
In: Proceedings, 14th International Conference on High Speed Machining, San Sebastian (Spain)
Article, Bibliographie

Panten, Niklas ; Abele, Eberhard (2017)
Prädiktive Energieflussregelung von Versorgungssystemen.
In: Industrie Management, GITO Verlag, Berlin, 34 (1)
Article, Bibliographie

Abele, Eberhard ; Bauerdick, Christoph ; Strobel, Nina ; Panten, Niklas (2016)
ETA Learning Factory: A Holistic Concept for Teaching Energy Efficiency in Production.
In: Procedia CIRP, 6th CIRP Conference on Learning Factories, Gjøvik (Norway) Elsevier B.V., 54
Article, Bibliographie

Panten, Niklas ; Hoffmann, Nils ; Fuchs, Friedrich Wilhelm (2016)
Finite Control Set Model Predictive Current Control for Grid-Connected Voltage-Source Converters With LCL Filters: A Study Based on Different State Feedbacks.
In: IEEE Transactions on Power Electronics, July 2016, 31 (7)
Article, Bibliographie

Panten, Niklas ; Abele, Eberhard ; Schweig, Stefano (2016)
A Power Disaggregation Approach for fine-grained Machine Energy Monitoring by System Identification.
In: Procedia CIRP, 23rd CIRP Conference on Life Cycle Engineering, Elsevier B.V., 48
Article, Bibliographie

Abele, Eberhard ; Panten, Niklas ; Menz, Benjamin (2015)
Data Collection for Energy Monitoring Purposes and Energy Control of Production Machines.
In: Procedia CIRP, 22nd CIRP Conference on Life Cycle Engineering, Sydney (Australien), Elsevier B.V., 29
Article, Bibliographie

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