Jörg Bremer

Kontakt

Prof. Dr. Sebastian Lehnhoff

Universität Oldenburg
Escherweg 2
26121 Oldenburg

OFFIS - Escherweg 2 - O50

Nach Vereinbarung (Telefon: 9722-240)

Jörg Bremer

Jörg Bremer

Department für Informatik  (» Postanschrift)

OFFIS / E87 (» Adresse und Lageplan)

nach Vereinbarung

9722 736

Netzwerke

Lehre

WS 15/16Algorithmen und Programmierung
Tutorien Algorithmen und Programmierung
Energieinformationssysteme
SoSe 15Energieinformatikpraktikum
WS 14/15Dezentrale Energiesysteme
WS 13/14Dezentrale Energiesysteme
Projektgruppe Interactive Energy Wonderland
SoSe 13Projektgruppe Interactive Energy Wonderland
WS 12/13Dezentrale Energiesysteme
WS 11/12Dezentrale Energiesysteme
WS 10/11Dezentrale Energiesysteme
WS 09/10Dezentrale Energiesysteme
WS 08/09Dezentrale Energiesysteme
WS 07/08Dezentrale Energiesysteme
Projektgruppe Demonstrator Inhouse Energiemanagement
SoSe 07Auffrischungskurs Javatechnologien
Projektgruppe Demonstrator Inhouse Energiemanagement

Forschung

Forschungsschwerpunkt:

Computational Intelligence und deren Anwendung in der Energie- und Umweltdomäne; speziell für agentenbasierte Planungsalgorithmen

Methodische Schwerpunkte:

  • Dekoder in der constraintbasierten, multikriteriellen Optimierung
  • Verteilte Optimierung in Multiagentensystemen
  • Supportvektormethoden
  • Evolutionsstrategien und ihre methodischen Grundlagen

Anwendung:

  • Modellierung von Handlungsspielräumen
  • Prädiktive, verteilte Einsatzplanung
  • Datenanalyse
  • Umweltinformationssysteme
  • Quantenfeld-Sampling für Evolutionsstrategien

Projekte:

Publikationen

2018

  • [inproceedings] bibtex
    J. Bremer und S. Lehnhoff, "Phase-Space Sampling of Energy Ensembles with CMA-ES" in Proc. Applications of Evolutionary Computation, Cham, 2018.
  • [conference] bibtex
    J. Bremer und S. Lehnhoff, "Unfolding Ensemble Training Sets for Improved Support Vector Decoders in Energy Management" in Proc. Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,, 2018.
    doi: 10.5220/0006543503220329
  • J. Bremer und S. Lehnhoff, "Using the Co-Simulation mosaik for Teaching Energy Informatics" , Arndt, H., Marx Gómez, J., Wohlgemuth, V., Lehmann, S., und Pleshkanovska, R. Eds., Wiesbaden: Springer Fachmedien Wiesbaden.
    doi: 10.1007/978-3-658-20380-1_14

2017

  • J. Bremer und S. Lehnhoff, "Decentralized Surplus Distribution Estimation with Weighted k-Majority Voting Games" , Bajo, J., Vale, Z., Hallenborg, K., Rocha, A. P., Mathieu, P., Pawlewski, P., Del Val, E., Novais, P., Lopes, F., Duque Méndez, N. D., Julián, V., und Holmgren, J. Eds., Cham: Springer International Publishing.
    doi: 10.1007/978-3-319-60285-1_28
  • J. Bremer, C. Hinrichs, S. Martens, und M. Sonnenschein, "Sequential Predictive Scheduling in Partitioned Data Domains" , Fidanova, S. Ed., Cham: Springer International Publishing.
    doi: 10.1007/978-3-319-59861-1_1
  • J. Bremer und S. Lehnhoff, "Hybrid Multi-ensemble Scheduling" , Squillero, G. und Sim, K. Eds., Cham: Springer International Publishing.
    doi: 10.1007/978-3-319-55849-3_23
  • J. Bremer und S. Lehnhoff, "Enhancing Support Vector Decoders by Integrating an Uncertainty Model" , van den Herik, J. und Filipe, J. Eds., Cham: Springer International Publishing.
    doi: 10.1007/978-3-319-53354-4_7
  • [inproceedings] bibtex
    J. Bremer und S. Lehnhoff, "An Agent-based Approach to Decentralized Global Optimization: Adapting COHDA to Coordinate Descent" in Proc. ICAART 2017 - Proceedings of the 9th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 2017.
  • J. Bremer und S. Lehnhoff, "Decentralized Coalition Formation with Agent-based Combinatorial Heuristics" ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, vol. 6, iss. 3.
  • [inproceedings] bibtex
    A. Nieße, J. Bremer, und S. Lehnhoff, "On local minima in distributed energy scheduling" in Proc. Position Papers of the 2017 Federated Conference on Computer Science and Information Systems, FedCSIS 2017, Prague, Czech Republic, September 3-6, 2017., 2017.
    doi: 10.15439/2017F544

2016

  • [inproceedings] bibtex
    J. Bremer und S. Lehnhoff, "Modeling Uncertainty in Support Vector Surrogates of Distributed Energy Resources: Enabling Robust Smart Grid Scheduling" in Proc. ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence, Rome, Italy, 2016.
  • [inproceedings] bibtex
    J. Bremer und S. Lehnhoff, "A Decentralized PSO with Decoder for Scheduling Distributed Electricity Generation" in Proc. Applications of Evolutionary Computation: 19th European Conference EvoApplications (1), Porto, Portugal, 2016.
    doi: 10.1007/978-3-319-31204-0_28
  • [inproceedings] bibtex
    J. Bremer und S. Lehnhoff, "Decentralized Coalition Formation in Agent-Based Smart Grid Applications" in Proc. Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection, 2016.
  • [inproceedings] bibtex
    J. Neugebauer, J. Bremer, C. Hinrichs, O. Kramer, und M. Sonnenschein, "Generalized Cascade Classification Model with Customized Transformation Based Ensembles" in Proc. IJCNN, 2016.
  • [inproceedings] bibtex
    C. Hinrichs, J. Bremer, S. Martens, und M. Sonnenschein, "Partitioning the Data Domain of Combinatorial Problems for Sequential Optimization" in Proc. 9th International Workshop on Computational Optimization, Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, Gdansk, 2016.
  • [inproceedings] bibtex
    A. Nieße, C. Hinrichs, J. Bremer, und M. Sonnenschein, "Local Soft Constraints in Distributed Energy Scheduling" in Proc. 5th International Workshop on Smart Energy Networks & Multi-Agent Systems, Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, Gdansk, 2016.
  • [inproceedings] bibtex
    J. Bremer, "Constraint-Handling mit Supportvektor-Dekodern in der verteilten Optimierung" in Proc. Ausgezeichnete Informatikdissertationen 2015, 2016.
  • [inproceedings] bibtex
    J. Bremer und S. Lehnhoff, "A Quantum Field Evolution Strategy -- An Adaptive Surrogate Approach" in Proc. Proceedings of the 8th International Joint Conference on Computational Intelligence, Porto, Portugal, 2016.
  • [inproceedings] bibtex | Dokument aufrufen
    J. Bremer und S. Lehnhoff, "A Hybrid CMA-ES Approach for Distributed Grid Compliant Energy Scheduling" in Proc. 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 2016.
    doi: 10.1109/SSCI.2016.7849842

2015

  • J. Bremer, "Constraint-Handling mit Supportvektor-Dekodern in der verteilten Optimierung" PhD Thesis , Carl von Ossietzky Universität Oldenburg, 2015.
    doi: 10.13140/RG.2.1.4260.7521
  • [article] bibtex
    M. Sonnenschein, O. Lünsdorf, J. Bremer, und M. Tröschel, "Decentralized control of units in smart grids for the support of renewable energy supply" Environmental Impact Assessment Review, vol. 52.
    doi: 10.1016/j.eiar.2014.08.004
  • [incollection] bibtex
    A. Nieße, J. Bremer, und M. Sonnenschein, Continuous SchedulingHartmann GmbH, Hannover.
  • [incollection] bibtex
    M. Sonnenschein, H. Appelrath, W. Canders, M. Henke, M. Uslar, S. Beer, J. Bremer, O. Lünsdorf, A. Nieße, J. Psola, und others, Decentralized Provision of Active PowerHartmann GmbH, Hannover.
  • [incollection] bibtex
    J. Bremer, A. Nieße, und M. Sonnenschein, Optimization of Cluster SchedulesHartmann GmbH, Hannover.

2014

  • [article] bibtex
    J. Bremer und M. Sonnenschein, "Constraint-Handling with Support Vector Decoders" Communications in Computer and Information Science, vol. 449.
    doi: 10.1007/978-3-662-44440-5_14
  • [inproceedings] bibtex
    A. Nieße, S. Beer, J. Bremer, C. Hinrichs, O. Lünsdorf, und M. Sonnenschein, "Conjoint Dynamic Aggregation and Scheduling Methods for Dynamic Virtual Power Plants" in Proc. Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, September 7-10, 2014., 2014.
    doi: 10.15439/2014F76
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Parallel tempering for constrained many criteria optimization in dynamic virtual power plants" in Proc. 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, CIASG 2014, Orlando, FL, USA, December 9-12, 2014, 2014.
    doi: 10.1109/CIASG.2014.7011551
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Parallel tempering for constrained many criteria optimization in dynamic virtual power plants" in Proc. Computational Intelligence Applications in Smart Grid (CIASG), 2014 IEEE Symposium on, 2014.
    doi: 10.1109/CIASG.2014.7011551

2013

  • [inproceedings] bibtex | Dokument aufrufen
    C. Hinrichs, J. Bremer, und M. Sonnenschein, "Distributed Hybrid Constraint Handling in Large Scale Virtual Power Plants" in Proc. IEEE PES Conference on Innovative Smart Grid Technologies Europe (ISGT Europe 2013), 2013.
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Automatic Reconstruction of Performance Indicators from Support Vector based Search Space Models in Distributed Real Power Planning Scenarios" in Proc. Informatik 2013, 43. Jahrestagung der Gesellschaft für Informatik e.V. (GI), Informatik angepasst an Mensch, Organisation und Umwelt, 16.-20. September 2013, Koblenz, 2013.
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Estimating Shapley Values for Fair Profit Distribution in Power Planning Smart Grid Coalitions" in Proc. Multiagent System Technologies - 11th German Conference, MATES 2013, Koblenz, Germany, September 16-20, 2013. Proceedings, 2013.
    doi: 10.1007/978-3-642-40776-5_19
  • [article] bibtex
    J. Bremer und M. Sonnenschein, "Model-based integration of constrained search spaces into distributed planning of active power provision" Comput. Sci. Inf. Syst. vol. 10, iss. 4.
    doi: 10.2298/CSIS130304073B
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Kommunikation von Umweltkennzahlen im Smart Grid und deren Integration in die verteilte Wirkleistungsplanung" in Proc. IT-gestütztes Ressourcen- und Energiemanagement, Konferenzband zu den 5. BUIS-Tagen, Oldenburg, 24.-26. April 2013, 2013.
    doi: 10.1007/978-3-642-35030-6_4
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Sampling the Search Space of Energy Resources for Self-organized, Agent-based Planning of Active Power Provision" in Proc. 27th International Conference on Environmental Informatics for Environmental Protection, Sustainable Development and Risk Management, EnviroInfo 2013, Hamburg, Germany, September 2-4, 2013. Proceedings, 2013.
  • [inproceedings] bibtex
    J. Bremer und M. Sonnenschein, "Constraint-handling for Optimization with Support Vector Surrogate Models - A Novel Decoder Approach" in Proc. ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence, Volume 2, Barcelona, Spain, 15-18 February, 2013, 2013.
  • [incollection] bibtex
    B. Rapp und J. Bremer, IT Solutions for EPI ManagementSpringer Berlin Heidelberg.
    doi: 10.1007/978-3-642-32720-9_2

2012

  • [inproceedings] bibtex | Dokument aufrufen
    J. Bremer und M. Sonnenschein, "A Distributed Greedy Algorithm for Constraint-based Scheduling of Energy Resources" in Proc. Federated Conference on Computer Science and Information Systems - FedCSIS 2012, Wroclaw, Poland, 9-12 September 2012, Proceedings, 2012.
  • [inproceedings] bibtex
    B. Rapp und J. Bremer, "Design of an Event Engine for Next Generation CEMIS: A Use Case" in Proc. EnviroInfo 2012 -- 26th International Conference on Informatics for Environmental Protection, 2012.
  • [inproceedings] bibtex
    J. Bremer, T. Mahmoud, und B. Rapp, "Implementing CEMIS Workflows with State Chart XML" in Proc. EnviroInfo 2012 -- Part 2: Open Data and Industrial Ecological Management, 2012.
  • [inproceedings] bibtex
    J. Bremer, "Ontology based Description of DER's Learned Environmental Performance Indicators" in Proc. Proceedings of the 1st International Conference on Smart Grids and Green IT Systems -- SmartGreens 2012, Porto, Portugal, 2012.

2011

  • [incollection] bibtex
    M. Sonnenschein, B. Rapp, und J. Bremer, Demand Side Management und Demand Response (Neufassung)Frankfurt a. M.
  • [inproceedings] bibtex
    B. Rapp, A. Solsbach, T. Mahmoud, A. Memari, und J. Bremer, "IT-for-Green: Next Generation CEMIS for Environmental, Energy and Resource Management" in Proc. EnviroInfo 2011 - Innovations in Sharing Environmental Observation and Information, Proceedings of the 25th EnviroInfo Conference 'Environmental Informatics', 2011.
  • [inproceedings] bibtex | Dokument aufrufen
    J. Bremer, B. Rapp, und M. Sonnenschein, "Including Environmental Performance Indicators into Kernel based Search Space Representations" in Proc. Information Technologies in Environmental Engineering, 2011.
    doi: 10.1007/978-3-642-19536-5_22
  • [inproceedings] bibtex
    B. Rapp, J. Bremer, und M. Sonnenschein, "Sustainable, Multi-Criteria Biomass Procurement - a Game Theoretical Approach" in Proc. Information Technologies in Environmental Engineering (ITEE 2011), Poznan, Poland, 2011.
  • [inproceedings] bibtex
    J. Bremer, B. Rapp, und M. Sonnenschein, "Encoding distributed search spaces for virtual power plants" in Proc. Computational Intelligence Applications In Smart Grid (CIASG), 2011 IEEE Symposium Series on Computational Intelligence (SSCI), Paris, France, 2011.
    doi: 10.1109/CIASG.2011.5953329

2010

  • [incollection] bibtex
    M. Sonnenschein, B. Rapp, und J. Bremer, Demand Side Management und Demand ResponseFrankfurt a. M.
  • [inproceedings] bibtex
    J. Bremer, B. Rapp, und M. Sonnenschein, "Support vector based encoding of distributed energy resources' feasible load spaces" in Proc. Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2010 IEEE PES, 2010.
    doi: 10.1109/ISGTEUROPE.2010.5638940
  • [inproceedings] bibtex | Dokument aufrufen
    B. Rapp, J. Bremer, und M. Sonnenschein, "Simulating the transport performance of online traded biomass" in Proc. EnviroInfo 2010: Integration of Environmental Information in Europe, Proceedings of the 24th International Conference on Informatics for Environmental Protection, Cologne/Bonn, Germany, 2010.
  • [inproceedings] bibtex
    D. Meyerholt, J. Marx Gómez, A. Dada, J. Bremer, und B. Rapp, "Bringing sustainability to the daily business: The OEPI Project" in Proc. Proceedings of the Workshop "Environmental Information Systems and Services - Infrastructures and Platforms, 2010.
  • B. Rapp, J. Bremer, M. Sonnenschein, und J. Marx Gómez, "Ontologiebasierte Kaskadennutzung von Rohstoffen" HMD Praxis der Wirtschaftsinformatik, vol. 47, iss. 4.
    doi: 10.1007/BF03340492
  • [incollection] bibtex
    B. Rapp und J. Bremer, Paving the Way towards Virtual BiorefineriesHershey, New York: IGI Global.

2009

  • [inproceedings] bibtex | Dokument aufrufen
    J. Bremer, B. Rapp, F. Jellinghaus, und M. Sonnenschein, "Tools for Teaching Demand-Side Management" in Proc. Environmental Informatics and Industrial Environmental Protection - 23rd International Conference on Informatics for Environmental Protection, EnviroInfo2009, 2009.
  • [incollection] bibtex
    M. Kurrat, B. Deppe, H. -P. Beck, A. Mbuy, E. -A. Wehrmann, M. Sonnenschein, H. -J. Appelrath, J. Bremer, und B. Rapp, Interdisziplinäre Wissensvermittlung am Beispiel dezentraler Energiesysteme -- Ein ErfahrungsberichtWaxmann Verlag.

2008

  • [inproceedings] bibtex
    J. Bremer, S. Andreßen, B. Rapp, M. Sonnenschein, und M. Stadler, "A modelling tool for interaction and correlation in demand-side market behaviour" in Proc. Proceedings of the 1st European Workshop on Energy Market Modelling using Agent Based Computational Economics, 2008.
  • [inproceedings] bibtex | Dokument aufrufen
    M. Eysholdt, U. Denecke, M. Belasus, C. Bley, M. Eilers, M. Erlmann, C. Hinrichs, M. Hurrelmann, J. Bremer, B. Rapp, U. Vogel, und M. Sonnenschein, "A Tool for Modeling and Optimization of Residential Electricity Consumption" in Proc. Environmental Informatics and Industrial Ecology - 22th International Conference on Informatics for Environmental Protection, EnviroInfo2008, 2008.
  • [inproceedings] bibtex
    M. Kurrat, M. Sonnenschein, H. -P. Beck, H. -J. Appelrath, E. -A. Wehrmann, A. Mbuy, B. Deppe, J. Bremer, und B. Rapp, "eLearning Module zur Weiterbildung in der Energiewirtschaft" in Proc. Lernen, Organisation, Gesellschaft: Das eCampus-Symposium der Osnabrcker Hochschulen. epOs media, 2008.

2007

  • [inproceedings] bibtex | Dokument aufrufen
    J. Bremer, B. Rapp, U. Vogel, und M. Sonnenschein, "Metadata Driven Acquisition, Search and Procurement of Secondary Materials within an Internet-based Marketplace" in Proc. Proceedings of the 8th World Congress on Integrated Resources Management, Davos, Switzerland, 2007.

2006

  • [inproceedings] bibtex | Dokument aufrufen
    M. Sonnenschein, M. Stadler, B. Rapp, J. Bremer, und S. Brunhorn, "A Modelling and Simulation Environment for Real-Time Pricing Scenarios in Energy Markets" in Proc. Informatics for Environmental Protection, EnviroInfo 2006, Graz, Austria, 2006.
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