Forschungsschwerpunkt: Künstliche Intelligenz für Energiesysteme

  • Messsysteme und IKT-Infrastruktur zur Energiedatenerfassung
  • Energiekennzahlensysteme zur Bewertung von Energiesystemen
  • Objektorientierte Automationssysteme für hybride, industrielle Micro Grids
  • Integration von Demand-Response in Anlagenbetriebsstrategien
  • Multi-kriterielle, stochastische Optimierung von Energiesystemen in hybriden, industriellen Micro-Grids durch Deep Reinforcement Learning

Studentische Arbeiten, ADPs, Forschungsseminare, Hiwi-Stellen

Veröffentlichungen und Vorträge

Jump to: 2019 | 2018 | 2017 | 2016 | 2015
Number of items: 12.

2019

Sossenheimer, Johannes and Weber, Thomas and Flum, Dominik and Panten, Niklas and Abele, Eberhard and Fuertjes, Tobias
Armendia, Mikel and Ghassempouri, Mani and Ozturk, Erdem and Peysson, Flavien (eds.) (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, Springer, Cham, pp. 155-165, [Online-Edition: https://doi.org/10.1007/978-3-030-02203-7],
[Book Section]

Grosch, Benedikt and Weitzel, Timm and Panten, Niklas and 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), Elsevier B.V., pp. 203-208, 80, ISSN 2212-8271,
DOI: 10.1016/j.procir.2019.01.043,
[Article]

Walther, Jessica and Spanier, Dario and Panten, Niklas and 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), Elsevier B.V., pp. 705-710, 80, DOI: 10.1016/j.procir.2019.01.060,
[Article]

2018

Flick, Dominik and Kuschicke, Felix and Schweikert, Marcelo and Thiele, Thomas and Panten, Niklas and Thiede, Sebastian and 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., pp. 202-208, 72, ISSN 2212-8271,
[Online-Edition: https://doi.org/10.1016/j.procir.2018.03.122],
[Article]

Panten, Niklas and Strobel, Nina and Sossenheimer, Johannes and 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., pp. 526-532, 72, ISSN 2212-8271,
[Online-Edition: https://doi.org/10.1016/j.procir.2018.03.238],
[Article]

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

Abele, Eberhard and Weber, Thomas and Flum, Dominik and Panten, Niklas and Sossenheimer, Johannes and 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]

2017

Panten, Niklas and Abele, Eberhard (2017):
Prädiktive Energieflussregelung von Versorgungssystemen.
In: Industrie Management, GITO Verlag, Berlin, pp. 19-23, 34, (1), ISSN 1434-1980,
[Article]

2016

Abele, Eberhard and Bauerdick, Christoph and Strobel, Nina and 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., pp. 83-88, 54, ISSN 2212-8271,
[Online-Edition: http://dx.doi.org/10.1016/j.procir.2016.06.051],
[Article]

Panten, Niklas and Hoffmann, Nils and 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, pp. 5189-5200, 31, (7), [Article]

Panten, Niklas and Abele, Eberhard and 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., pp. 325-330, 48, ISSN 2212-8271,
[Online-Edition: http://dx.doi.org/10.1016/j.procir.2016.03.025],
[Article]

2015

Abele, Eberhard and Panten, Niklas and 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., pp. 299-304, 29, ISSN 2212-8271,
[Online-Edition: https://doi.org/10.1016/j.procir.2015.01.035],
[Article]

This list was generated on Fri Sep 20 02:57:12 2019 CEST.
Picture: PTW