Michael Sonnenschein

Publication Activity (10 Years)

Years Active: 1985-2019
Publications (10 Years): 12

Top Venues

GI-Jahrestagung

FedCSIS

EnviroInfo

SMARTGREENS

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Marvin Nebel-Wenner, Christian Reinhold, Farina Wille, Astrid Nieße, Michael Sonnenschein
Distributed multi-objective scheduling of power consumption for smart buildings. Energy Inform. 2 (S1) (2019)
Christian Hinrichs, Michael Sonnenschein
A distributed combinatorial optimisation heuristic for the scheduling of energy resources represented by self-interested agents. Int. J. Bio Inspired Comput. 10 (2) (2017)
Jan Sören Schwarz, Tobias Witt, Astrid Nieße, Jutta Geldermann, Sebastian Lehnhoff, Michael Sonnenschein
Towards an Integrated Sustainability Evaluation of Energy Scenarios with Automated Information Exchange. SMARTGREENS (2017)
Daniel Hölker, Daniel Brettschneider, Ralf Toenjes, Michael Sonnenschein
Choosing communication technologies for distributed energy management in the smart grid. ISGT Europe (2017)
Hendrik Buhl, Tim Dombrowski, Erik Hogen, Maximilian Kreutz, Daniel Palm, Sanja Stark, Peer Stubbe, Stephanie Warsch, Jörg Bremer, Sebastian Lehnhoff, Michael Sonnenschein
Ein Algorithmus für den Wiederaufbau eines Smart Grid nach einem Blackout. GI-Jahrestagung (2017)
Jan Sören Schwarz, Tobias Witt, Astrid Nieße, Jutta Geldermann, Sebastian Lehnhoff, Michael Sonnenschein
Towards an Integrated Development and Sustainability Evaluation of Energy Scenarios Assisted by Automated Information Exchange. SMARTGREENS/VEHITS (Selected Papers) (2017)
Judith Neugebauer, Oliver Kramer, Michael Sonnenschein
Instance Selection and Outlier Generation to Improve the Cascade Classifier Precision. ICAART (Revised Selected Papers) (2016)
Judith Neugebauer, Oliver Kramer, Michael Sonnenschein
Improving Cascade Classifier Precision by Instance Selection and Outlier Generation. ICAART (2) (2016)
Judith Neugebauer, Jörg Bremer, Christian Hinrichs, Oliver Kramer, Michael Sonnenschein
Generalized cascade classification model with customized transformation based ensembles. IJCNN (2016)
Christian Hinrichs, Jörg Bremer, Sönke Martens, Michael Sonnenschein
Partitioning the Data Domain of Combinatorial Problems for Sequential Optimization. FedCSIS (2016)
Astrid Nieße, Michael Sonnenschein, Christian Hinrichs, Jörg Bremer
Local Soft Constraints in Distributed Energy Scheduling. FedCSIS (2016)
Stephan Balduin, Dierk Brauer, Lars Elend, Stefanie Holly, Jan Korte, Carsten Krüger, Almuth Meier, Frauke Oest, Immo Sanders-Sjuts, Torben Sauer, Marco Schnieders, Robert Zilke, Christian Hinrichs, Michael Sonnenschein
Dynamic Portfolio Optimization for Distributed Energy Resources in Virtual Power Plants. EnviroInfo (1) (2016)
Martin Matzner, Daniel Beverungen, Sebastian Lehnhoff, Gerhard Satzger, Michael Sonnenschein
IT und Dienstleistungen für die Energiewende und die Elektromobilität (IDEE). GI-Jahrestagung (2015)
Christian Hinrichs, Michael Sonnenschein, Adam Gray, Curran Crawford
Self-Organizing Demand Response with Comfort-Constrained Heat Pumps. EnviroInfo/ICT4S (1) (2015)
Michael Sonnenschein, Ute Vogel, Christian Hinrichs
From Ecological Modeling to Decentralized Optimization of Smart Power Grids. GI-Jahrestagung (2015)
Michael Sonnenschein
Smart Grids - Informatik für die Stromnetze der Zukunft. GI-Jahrestagung (2015)
Christian Hinrichs, Michael Sonnenschein
Design, Analysis and Evaluation of Control Algorithms for Applications in Smart Grids. CoRR (2015)
Judith Neugebauer, Oliver Kramer, Michael Sonnenschein
Classification Cascades of Overlapping Feature Ensembles for Energy Time Series Data. DARE (2015)
Oliver Kramer, Thole Klingenberg, Michael Sonnenschein, Olaf Wilken
Non-intrusive appliance load monitoring with bagging classifiers. Log. J. IGPL 23 (3) (2015)
Astrid Nieße, Michael Sonnenschein
A Fully Distributed Continuous Planning Approach for Decentralized Energy Units. GI-Jahrestagung (2015)
Astrid Nieße, Martin Tröschel, Michael Sonnenschein
Designing dependable and sustainable Smart Grids - How to apply Algorithm Engineering to distributed control in power systems. Environ. Model. Softw. 56 (2014)
Christoph Goebel, Hans-Arno Jacobsen, Victor del Razo, Christoph Doblander, José Rivera, Jens P. Ilg, Christoph M. Flath, Hartmut Schmeck, Christof Weinhardt, Daniel Pathmaperuma, Hans-Jürgen Appelrath, Michael Sonnenschein, Sebastian Lehnhoff, Oliver Kramer, Thorsten Staake, Elgar Fleisch, Dirk Neumann, Jens Strüker, Koray Erek, Rüdiger Zarnekow, Holger Ziekow, Jörg Lässig
Energieinformatik - Aktuelle und zukünftige Forschungsschwerpunkte. Wirtschaftsinf. 56 (1) (2014)
Christoph Goebel, Hans-Arno Jacobsen, Victor del Razo, Christoph Doblander, José Rivera, Jens P. Ilg, Christoph M. Flath, Hartmut Schmeck, Christof Weinhardt, Daniel Pathmaperuma, Hans-Jürgen Appelrath, Michael Sonnenschein, Sebastian Lehnhoff, Oliver Kramer, Thorsten Staake, Elgar Fleisch, Dirk Neumann, Jens Strüker, Koray Erek, Rüdiger Zarnekow, Holger Ziekow, Jörg Lässig
Energy Informatics - Current and Future Research Directions. Bus. Inf. Syst. Eng. 6 (1) (2014)
Christian Hinrichs, Michael Sonnenschein
Evaluation Guidelines for Asynchronous Distributed Heuristics in Smart Grid Applications. EnviroInfo (2014)
Astrid Nieße, Sebastian Beer, Jörg Bremer, Christian Hinrichs, Ontje Lünsdorf, Michael Sonnenschein
Conjoint Dynamic Aggregation and Scheduling Methods for Dynamic Virtual Power Plants. FedCSIS (2014)
Oliver Kramer, Nils André Treiber, Michael Sonnenschein
Wind Power Ramp Event Prediction with Support Vector Machines. HAIS (2014)
Christian Hinrichs, Michael Sonnenschein
The Effects of Variation on Solving a Combinatorial Optimization Problem in Collaborative Multi-Agent Systems. MATES (2014)
Jörg Bremer, Michael Sonnenschein
Parallel tempering for constrained many criteria optimization in dynamic virtual power plants. CIASG (2014)
Astrid Nieße, Michael Sonnenschein
Using Grid Related Cluster Schedule Resemblance for Energy Rescheduling - Goals and Concepts for Rescheduling of Clusters in Decentralized Energy Systems. SMARTGREENS (2013)
Marco Mittelsdorf, Andreas Hüwel, Thole Klingenberg, Michael Sonnenschein
Submeter based Training of Multi-class Support Vector Machines for Appliance Recognition in Home Electricity Consumption Data. SMARTGREENS (2013)
Michael Sonnenschein, Martin Tröschel, Ontje Lünsdorf
Smart Grids for Optimised Utilisation of Renewable Energy Supply. EnviroInfo (2013)
Jörg Bremer, Michael Sonnenschein
Constraint-handling for Optimization with Support Vector Surrogate Models - A Novel Decoder Approach. ICAART (2) (2013)
Barbara Rapp, Michael Sonnenschein
Identification of Optimal Biomass Utilization - Characteristics and Challenges. EnviroInfo (2013)
Jörg Bremer, Michael Sonnenschein
Constraint-Handling with Support Vector Decoders. ICAART (Revised Selected Papers) (2013)
Jörg Bremer, Michael Sonnenschein
Estimating Shapley Values for Fair Profit Distribution in Power Planning Smart Grid Coalitions. MATES (2013)
Jörg Bremer, Michael Sonnenschein
Kommunikation von Umweltkennzahlen im Smart Grid und deren Integration in die verteilte Wirkleistungsplanung. BUIS-Tage (2013)
Christian Hinrichs, Michael Sonnenschein, Sebastian Lehnhoff
Evaluation of a Self-organizing Heuristic for Interdependent Distributed Search Spaces. ICAART (1) (2013)
Christian Hinrichs, Sebastian Lehnhoff, Michael Sonnenschein
COHDA: A Combinatorial Optimization Heuristic for Distributed Agents. ICAART (Revised Selected Papers) (2013)
Christian Hinrichs, Jörg Bremer, Michael Sonnenschein
Distributed hybrid constraint handling in large scale virtual power plants. ISGT Europe (2013)
Jörg Bremer, Michael Sonnenschein
Automatic Reconstruction of Performance Indicators from Support Vector based Search Space Models in Distributed Real Power Planning Scenarios. GI-Jahrestagung (2013)
Jörg Bremer, Michael Sonnenschein
Sampling the Search Space of Energy Resources for Self-organized, Agent-based Planning of Active Power Provision. EnviroInfo (2013)
Jörg Bremer, Michael Sonnenschein
Model-based integration of constrained search spaces into distributed planning of active power provision. Comput. Sci. Inf. Syst. 10 (4) (2013)
Jörg Bremer, Michael Sonnenschein
A Distributed Greedy Algorithm for Constraint-based Scheduling of Energy Resources. FedCSIS (2012)
Astrid Nieße, Sebastian Lehnhoff, Martin Tröschel, Mathias Uslar, Carsten Wissing, Hans-Jürgen Appelrath, Michael Sonnenschein
Market-based self-organized provision of active power and ancillary services: An agent-based approach for Smart Distribution Grids. COMPENG (2012)
Steffen Schütte, Stefan Scherfke, Michael Sonnenschein
Mosaik - Smart Grid Simulation API - Toward a Semantic based Standard for Interchanging Smart Grid Simulations. SMARTGREENS (2012)
Oliver Kramer, Olaf Wilken, Petra Beenken, Andreas Hein, Andreas Hüwel, Thole Klingenberg, C. Meinecke, T. Raabe, Michael Sonnenschein
On Ensemble Classifiers for Nonintrusive Appliance Load Monitoring. HAIS (1) (2012)
Christian Hinrichs, Sebastian Lehnhoff, Michael Sonnenschein
A Decentralized Heuristic for Multiple-Choice Combinatorial Optimization Problems. OR (2012)
Gerrit Anders, Christian Hinrichs, Florian Siefert, Pascal Behrmann, Wolfgang Reif, Michael Sonnenschein
On the Influence of Inter-Agent Variation on Multi-Agent Algorithms Solving a Dynamic Task Allocation Problem under Uncertainty. SASO (2012)
Steffen Schütte, Michael Sonnenschein
Mosaik: scalable smart grid scenario specification. WSC (2012)
Sebastian Beer, Michael Sonnenschein, Hans-Jürgen Appelrath
Towards a self-organization mechanism for agent associations in electricity spot markets. GI-Jahrestagung (2011)
Barbara Rapp, Jörg Bremer, Michael Sonnenschein
Sustainable, Multi-Criteria Biomass Procurement: A Game Theoretical Approach. ITEE (2011)
Jörg Bremer, Barbara Rapp, Michael Sonnenschein
Including Environmental Performance Indicators into Kernel based Search Space Representations. ITEE (2011)
Jörg Bremer, Barbara Rapp, Michael Sonnenschein
Encoding distributed search spaces for virtual power plants. CIASG (2011)
Ontje Lünsdorf, Michael Sonnenschein
A pooling based load shift strategy for household appliances. EnviroInfo (2010)
Barbara Rapp, Jörg Bremer, Michael Sonnenschein
Simulating the transport performance of online traded biomass. EnviroInfo (2010)
Jörg Bremer, Barbara Rapp, Michael Sonnenschein
Support vector based encoding of distributed energy resources' feasible load spaces. ISGT Europe (2010)
Barbara Rapp, Jörg Bremer, Michael Sonnenschein, Jorge Marx Gómez
Ontologiebasierte Kaskadennutzung von Rohstoffen. HMD Prax. Wirtsch. 274 (2010)
Jörg Bremer, Barbara Rapp, Frank Jellinghaus, Michael Sonnenschein
Tools for Teaching Demand-Side Management. EnviroInfo (1) (2009)
Michael Stadler, Wolfram Krause, Michael Sonnenschein, Ute Vogel
Modelling and evaluation of control schemes for enhancing load shift of electricity demand for cooling devices. Environ. Model. Softw. 24 (2) (2009)
Ute Vogel, Michael Sonnenschein
Study programs in Environmental Informatics at Carl von Ossietzky University of Oldenburg (Germany). EnviroInfo (2) (2009)
Moritz Eysholdt, Ulrich Denecke, Michael Belasus, Christian Bley, Mark Eilers, Michael Erlmann, Christian Hinrichs, Malte Hurrelmann, Jörg Bremer, Barbara Rapp, Michael Sonnenschein, Ute Vogel
A Tool for Modeling and Optimization of Residential Electricity Consumption. EnviroInfo (2008)
Jens Finke, Martin Strein, Michael Sonnenschein
A simulation framework for modeling anthropogenic disturbances in habitat networks. Ecol. Informatics 3 (1) (2008)
Jens Finke, Michael Sonnenschein
Simulation and Optimization of Habitat Network Permeability. ITEE (2007)
Michael Stadler, Wolfram Krause, Michael Sonnenschein, Ute Vogel
The Adaptive Fridge - Comparing Different Control Schemes for Enhancing Load Shifting of Electricity Demand. EnviroInfo (1) (2007)
Ute Vogel, Michael Sonnenschein
Optimization of Adaptive Consumers to a Time-varying Electricity Supply. ITEE (2007)
Michael Sonnenschein, Michael Stadler, Barbara Rapp, Jörg Bremer, Stefan Brunhorn
A Modelling and Simulation Environment for Real-time Pricing Scenarios in Energy Markets. EnviroInfo (2006)
Michael Stadler, Dirk Ahlers, Renée M. Bekker, Jens Finke, Dierk Kunzmann, Michael Sonnenschein
Web-based tools for data analysis and quality assurance on a life-history trait database of plants of Northwest Europe. Environ. Model. Softw. 21 (11) (2006)
Fabian Grüning, Michael Sonnenschein
A Method for Optimizing a Metapopulation. ITEE (2005)
Michael Stadler, Renée M. Bekker, Jens Finke, Dierk Kunzmann, Michael Sonnenschein
Using Data Mining Techniques for Exploring the key Features of Plant Dynamics Upon a Newly Built Plant Trait Database. EnviroInfo (2005)
Dirk Ahlers, Jens Finke, Michael Stadler, Michael Sonnenschein
A Web-based Reviewing Process Guidance System for an Ecological Database of Plant Traits. EnviroInfo (2005)
Michael Stadler, Dierk Kunzmann, Jürgen Schlegelmilch, Michael Sonnenschein
Data Quality, Abstraction and Aggregation in the LEDA Traitbase. EnviroInfo (1) (2004)
Jens Finke, Frank Köster, Karin Frank, Michael Sonnenschein
A Software Tool for Assessing the Effect of Traffic on Wildlife Populations. EnviroInfo (2003)
Frank Köster, Stefan Schöf, Michael Sonnenschein, Ralf Wieting
Modeling of a Library with THORNs. Concurrent Object-Oriented Programming and Petri Nets (2001)
Frank Köster, Roland Radtke, Bernd Westphal, Michael Sonnenschein
Combining Methodical Procedures from Knowledge Discovery in Databases and Individual-Oriented Simulation -- Data Mining in Time Series. ISMDA (2000)
Stefan Schöf, Michael Sonnenschein, Ralf Wieting
Efficient Simulation of THOR Nets. Application and Theory of Petri Nets (1995)
Petra Krüger, Michael Sonnenschein
Ein Objektverwaltungssystem für die Programmiersprache Gina unter dem Betriebssystem Helios. Transputer-Anwender-Treffen (1993)
Michael Sonnenschein
Eine objektorientierte Petrinetz-Sprache für Transputer-Systeme. Transputer-Anwender-Treffen (1991)
Friedrich Lücking, Michael Sonnenschein
Ein Fileserver mit UNIX-Schnittestelle für Echtzeitanwendungen. Angew. Inform. 30 (2) (1988)
Christian Engel, Michael Sonnenschein
CENSYS: Eine strukturorientierte Entwicklungsumgebung für C-Programme. Angew. Inform. 30 (9) (1988)
Michael Sonnenschein
Graph Translation Schemes to Generate Compiler Parts. ACM Trans. Program. Lang. Syst. 9 (4) (1987)
Michael Sonnenschein
An extension of the language C for concurrent programming. Parallel Comput. 3 (1) (1986)
Michael Sonnenschein
Global Storage Cells for Attributes in an Attribute Grammar. Acta Informatica 22 (4) (1985)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Sonnenschein