Search Results - "Rohjans, Sebastian"

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    Optimal Data Reduction of Training Data in Machine Learning-Based Modelling: A Multidimensional Bin Packing Approach by Wibbeke, Jelke, Teimourzadeh Baboli, Payam, Rohjans, Sebastian

    Published in Energies (Basel) (01-05-2022)
    “…In these days, when complex, IT-controlled systems have found their way into many areas, models and the data on which they are based are playing an…”
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    Journal Article
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    Estimating time-delayed variables using transformer-based soft sensors by Wibbeke, Jelke, Alves, Darian, Rohjans, Sebastian

    Published in Energy Informatics (01-10-2023)
    “…In the course of digitization, there is an increased interest in sensor data, including data from old systems with a service life of several decades. Since the…”
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    Journal Article
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    Methods and Concepts for Designing and Validating Smart Grid Systems by Strasser, Thomas I, Rohjans, Sebastian, Burt, Graeme M

    Published in Energies (Basel) (2019)
    “…This Editorial provides an introduction to the Special Issue “Methods and Concepts for Designing and Validating Smart Grid Systems”. Furthermore, it also…”
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    Journal Article
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    International Smart Grid Roadmaps and their Assessment by Michael Specht, Sebastian Rohjans, Jörn Trefke, Mathias Uslar, José M. González

    Published in EAI endorsed transactions on energy web (01-03-2013)
    “…In US and Europe many approaches and efforts exist with different viewpoints and focuses on what is understood as smart grids. One agreement of almost all…”
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    Journal Article
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    Facilitating the Automatic Mapping of IEC 61850 Signals and CIM Measurements by Santodomingo, Rafael, Rohjans, Sebastian, Uslar, Mathias, Rodriguez-Mondejar, Jose A., Sanz-Bobi, Miguel A.

    Published in IEEE transactions on power systems (01-11-2013)
    “…One of the main interoperability issues in electric power systems concerns the interactions between IEC 61850 and CIM standards. The state of the art includes…”
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    Journal Article
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    Applying Machine Learning Concepts to Enhance the Smart Grid Engineering Process by Otte, Marcel, Rohjans, Sebastian, Andren, Filip Prostl, Strasser, Thomas I.

    “…The expansion of renewable energy sources, as an effort to reduce global warming and to guarantee a sustainable energy supply, forces the electrical energy…”
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    Conference Proceeding
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    Analyzing the need for a common modeling language for Smart Grid applications by Andren, Filip, Strasser, Thomas, Rohjans, Sebastian, Uslar, Mathias

    “…Todays power system is in a transformation phase towards a Smart Grid due to the integration of renewables and availability of advanced information…”
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    Conference Proceeding
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    An Overview of Trends and Developments of Internet of Things Applied to Industrial Systems by Strasser, Thomas I., Andren, Filip Prostl, Vrba, Pavel, Suhada, Robert, Moulis, Vaclav, Farid, Amro M., Rohjans, Sebastian

    “…Advances in the domain of electronics and information and communication technology provide a tremendous set of new possibilities and services. The development…”
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    Conference Proceeding
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    Towards a process for integrated IEC 61850 and OPC UA communication: Using the example of smart grid protection equipment by Buscher, Martin, Kube, Matthias, Lehnhoff, Sebastian, Piech, Klaus, Rohjans, Sebastian, Trefke, Jorn

    “…In order to guarantee a stable and reliable power supply in todays changing power grids, especially those automated system components that identify illegal…”
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    Conference Proceeding
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    OPC UA compliant coupling of multi-agent systems and Smart Grid simulations by Schutte, Steffen, Niesse, Astrid, Rohjans, Sebastian, Rohlfs, Henning

    “…This paper presents an extension to the Smart Grid simulation platform mosaik, allowing to use it as an OPC UA compliant test-bed for multi-agent based control…”
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    Conference Proceeding
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    Supporting the Requirements-Based Selection of Suitable Communication Protocols in Smart Grids by Hanna, Sebastian, Rohjans, Sebastian, Heeren, Philipp, Rolink, Johannes

    “…The implementation of the smart grid and the related use cases requires the interaction of a wide variety of systems from many manufacturers. The selection of…”
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    Conference Proceeding
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    A standard-compliant ICT-architecture for semantic data service integration in smart grids by Rohjans, Sebastian

    “…One of the prevailing objectives of smart grids is to facilitate automation. Established methodologies, techniques, and approaches from the IT-sector are…”
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    Conference Proceeding
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    OPC UA goes semantics: Integrated communications in smart grids by Rohjans, S., Fensel, D., Fensel, A.

    Published in ETFA2011 (01-09-2011)
    “…In the energy domain a transition process has begun aiming at the realization of smart grids, where many perspectives on smart grids and thus, different…”
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    Conference Proceeding
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    Future perspectives of co-simulation in the smart grid domain by Steinbrink, Cornelius, Schlogl, Florian, Babazadeh, Davood, Lehnhoff, Sebastian, Rohjans, Sebastian, Narayan, Anand

    “…The recent attention towards research and development in cyber-physical energy systems has introduced the necessity of emerging multi-domain co-simulation…”
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    Conference Proceeding
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    Towards a classification scheme for co-simulation approaches in energy systems by Schloegl, Florian, Rohjans, Sebastian, Lehnhoff, Sebastian, Velasquez, Jorge, Steinbrink, Cornelius, Palensky, Peter

    “…Simulations become more and more crucial in the field of future energy systems. This is caused by the increasing complexity of energy systems that consist of a…”
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    Conference Proceeding
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    SeMo-TS: Testing OPC UA server models in simulated environments by Rohjans, S., Lehnhoff, S., Uslar, M., Rusinov, P. M.

    “…The advent of the OPC Unified Architecture (UA) extends the scope of standardized (industrial) automation. Until now, OPC standards have only been applied in…”
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    Conference Proceeding
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    UML-based modeling of OPC UA address spaces for power systems by Rohjans, Sebastian, Piech, Klaus, Lehnhoff, Sebastian

    “…Automation technologies are a key enabler to realize the vision of so called Smart Grids. They realize the interface between the power system infrastructure…”
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    Conference Proceeding
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    Optimized allocation of measurement points in under-determined power systems by Buscher, Martin, Lehnhoff, Sebastian, Rohjans, Sebastian

    “…State of the art algorithms for the allocation of measurement points in under-determined power systems operate with heuristical methods constrained by…”
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    Conference Proceeding