Wilfried Elmenreich

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 50

Top Venues

CoRR

WISES

Comput. Sci. Res. Dev.

SmartGridComm

Publications

Khalil Al-Rahman Youssefi, Helmut Lindner, Wilfried Elmenreich
RoboTunes: A Multi-Player Learning Framework with Musical Programmable Robots. ICARA (2024)
Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines. IEEE Trans. Ind. Informatics 19 (5) (2023)
Hafsa Bousbiat, Roumaysa Bousselidj, Yassine Himeur, Abbes Amira, Faycal Bensaali, Fodil Fadli, Wathiq Mansoor, Wilfried Elmenreich
Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives. CoRR (2023)
Hafsa Bousbiat, Gerhard Leitner, Wilfried Elmenreich
Ageing Safely in the Digital Era: A New Unobtrusive Activity Monitoring Framework Leveraging on Daily Interactions with Hand-Operated Appliances. Sensors 22 (4) (2022)
Martina Umlauft, Melanie Schranz, Wilfried Elmenreich
SwarmFabSim: A Simulation Framework for Bottom-up Optimization in Flexible Job-Shop Scheduling using NetLogo. SIMULTECH (2022)
Sascha Einspieler, Nirmal Rathakrishnan, Arpitha Prabhakara, Benjamin Steinwender, Wilfried Elmenreich
High Accuracy Software-Based Clock Synchronization Over CAN. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Khalil Al-Rahman Youssefi, Modjtaba Rouhani, Habib Rajabi Mashhadi, Wilfried Elmenreich
A swarm intelligence-based robotic search algorithm integrated with game theory. Appl. Soft Comput. 122 (2022)
Hafsa Bousbiat, Christoph Klemenjak, Yassine Himeur, Wilfried Elmenreich, Abbes Amira, Wathiq Mansoor, Shadi Atalla
Neural NILM Learning Paradigms: From Centralised to Decentralised Learning. ICSPIS (2022)
Arpitha Prabhakara, Benjamin Steinwender, Wilfried Elmenreich
Statistical analysis of execution time profile for temporal validation of a distributed hard real-time system. ICIT (2021)
Ekanki Sharma, Wilfried Elmenreich
A review on physical and data-driven based nowcasting methods using sky images. CoRR (2021)
Sascha Einspieler, Benjamin Steinwender, Wilfried Elmenreich
Mixed-triggered communication with limited elastic slot boundaries. Microprocess. Microsystems 86 (2021)
Aida Mehdipour Pirbazari, Ekanki Sharma, Antorweep Chakravorty, Wilfried Elmenreich, Chunming Rong
An Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities. IEEE Access 9 (2021)
Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring. Energy Inform. 4 (1) (2021)
Melanie Schranz, Gianni A. Di Caro, Thomas Schmickl, Wilfried Elmenreich, Farshad Arvin, Y. Ahmet Sekercioglu, Micha Sende
Swarm Intelligence and cyber-physical systems: Concepts, challenges and future trends. Swarm Evol. Comput. 60 (2021)
Wilfried Elmenreich, Alexander Schnabl, Melanie Schranz
An Artificial Hormone-based Algorithm for Production Scheduling from the Bottom-up. ICAART (1) (2021)
Melanie Schranz, Martina Umlauft, Wilfried Elmenreich
Bottom-up Job Shop Scheduling with Swarm Intelligence in Large Production Plants. SIMULTECH (2021)
Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring. I2MTC (2020)
Melanie Schranz, Martina Umlauft, Micha Sende, Wilfried Elmenreich
Swarm Robotic Behaviors and Current Applications. Frontiers Robotics AI 7 (2020)
Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation. ISGT (2020)
Heiko Hamann, Melanie Schranz, Wilfried Elmenreich, Vito Trianni, Carlo Pinciroli, Nicolas Bredèche, Eliseo Ferrante
Editorial: Designing Self-Organization in the Physical Realm. Frontiers Robotics AI 7 (2020)
Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring. CoRR (2020)
Haider Tarish Haider, Ong Hang See, Wilfried Elmenreich
Dynamic residential load scheduling based on an adaptive consumption level pricing scheme. CoRR (2020)
Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation. CoRR (2020)
Ekanki Sharma, Marco Mussetta, Wilfried Elmenreich
Investigating the impact of data quality on the energy yield forecast using data mining techniques. ISGT-Europe (2020)
Hafsa Bousbiat, Christoph Klemenjak, Wilfried Elmenreich
Exploring Time Series Imaging for Load Disaggregation. BuildSys@SenSys (2020)
Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
Investigating the Performance Gap between Testing on Real and Denoised Aggregates in Non-Intrusive Load Monitoring. CoRR (2020)
Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich
Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys@SenSys (2019)
Martina Umlauft, Wilfried Elmenreich
Topology Characterization for Position-based Wireless Network Topology Generators. WiMob (2019)
Elnaz Khatmi, Wilfried Elmenreich, Kristina Wogatai, Melanie Schranz, Martina Umlauft, Walter Laure, Andreas Wuttei
Swarm Intelligence Layer to Control Autonomous Agents (SWILT). STAF (Co-Located Events) (2019)
Wilfried Elmenreich, Philipp Moll, Sebastian Theuermann, Mathias Lux
Making simulation results reproducible - Survey, guidelines, and examples based on Gradle and Docker. PeerJ Comput. Sci. 5 (2019)
Jelenko Karpic, Ekanki Sharma, Tamer Khatib, Wilfried Elmenreich
Comparison of solar power measurements in alpine areas using a mobile dual-axis tracking system. Energy Inform. 2 (S1) (2019)
Christoph Klemenjak, Anthony Faustine, Stephen Makonin, Wilfried Elmenreich
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring. CoRR (2019)
Midhat Jdeed, Melanie Schranz, Alessandra Bagnato, Sarah Suleri, Gianluca Prato, Davide Conzon, Micha Sende, Etienne Brosse, Claudio Pastrone, Wilfried Elmenreich
The CPSwarm Technology for Designing Swarms of Cyber-Physical Systems. STAF (Co-Located Events) (2019)
Midhat Jdeed, Ekanki Sharma, Wilfried Elmenreich
Smart grid modeling and simulation - Comparing GridLAB-D and RAPSim via two Case studies. CoRR (2018)
Wilfried Elmenreich, Philipp Moll, Sebastian Theuermann, Mathias Lux
Making computer science results reproducible - A case study using Gradle and Docker. PeerJ Prepr. 6 (2018)
Sascha Einspieler, Benjamin Steinwender, Wilfried Elmenreich
Integrating time-triggered and event-triggered traffic in a hard real-time system. ICPS (2018)
Melanie Schranz, Alessandra Bagnato, Etienne Brosse, Wilfried Elmenreich
Modelling a CPS Swarm System: A Simple Case Study. MODELSWARD (2018)
Christoph Klemenjak, Wilfried Elmenreich
On the applicability of correlation filters for appliance detection in smart meter readings. SmartGridComm (2017)
Alessandra Bagnato, Regina Krisztina Bíró, Dario Bonino, Claudio Pastrone, Wilfried Elmenreich, René Reiners, Melanie Schranz, Edin Arnautovic
Designing Swarms of Cyber-Physical Systems: the H2020 CPSwarm Project: Invited Paper. Conf. Computing Frontiers (2017)
Christoph Klemenjak, Wilfried Elmenreich
Yay - an open-hardware energy measurement system for feedback and appliance detection based on the arduino platform. WISES (2017)
Andrea Monacchi, Fabio Versolatto, Manuel Herold, Dominik Egarter, Andrea M. Tonello, Wilfried Elmenreich
An open solution to provide personalized feedback for building energy management. J. Ambient Intell. Smart Environ. 9 (2) (2017)
Midhat Jdeed, Sergii Zhevzhyk, Florian Steinkellner, Wilfried Elmenreich
Spiderino - A low-cost robot for swarm research and educational purposes. WISES (2017)
Friederich Kupzog, Wilfried Elmenreich, Ronald Bieber
Managing data and complexity in energy systems. Comput. Sci. Res. Dev. 32 (1-2) (2017)
Dominik Egarter, Andrea Monacchi, Tamer Khatib, Wilfried Elmenreich
Integration of legacy appliances into home energy management systems. J. Ambient Intell. Humaniz. Comput. 7 (2) (2016)
Andrea Monacchi, Sergii Zhevzhyk, Wilfried Elmenreich
HEMS: a home energy market simulator. Comput. Sci. Res. Dev. 31 (3) (2016)
Christoph Klemenjak, Dominik Egarter, Wilfried Elmenreich
YoMo: the Arduino-based smart metering board. Comput. Sci. Res. Dev. 31 (1-2) (2016)
Tibor Szkaliczki, Anita Sobe, Wilfried Elmenreich
Convergence and monotonicity of the hormone levels in a hormone-based content delivery system. Central Eur. J. Oper. Res. 24 (4) (2016)
Manfred Pöchacker, Dominik Egarter, Wilfried Elmenreich
Proficiency of Power Values for Load Disaggregation. IEEE Trans. Instrum. Meas. 65 (1) (2016)
Andrea Monacchi, Wilfried Elmenreich
Assisted energy management in smart microgrids. J. Ambient Intell. Humaniz. Comput. 7 (6) (2016)
Andrea Monacchi, Wilfried Elmenreich
Assisted Energy Management in Smart Microgrids. CoRR (2016)
Andrea Monacchi, Fabio Versolatto, Manuel Herold, Dominik Egarter, Andrea M. Tonello, Wilfried Elmenreich
An Open Solution to Provide Personalized Feedback for Building Energy Management. CoRR (2015)
Anita Sobe, Wilfried Elmenreich, Tibor Szkaliczki, László Böszörményi
SEAHORSE: Generalizing an artificial hormone system algorithm to a middleware for search and delivery of information units. Comput. Networks 80 (2015)
Wilfried Elmenreich
Interoperability Between Smart and Legacy Devices in Energy Management Systems. GI-Jahrestagung (2015)
Wilfried Elmenreich
Time-triggered smart transducer networks. CoRR (2015)
Benjamin Steinwender, Michael Glavanovics, Wilfried Elmenreich
Executable test definition for a state machine driven embedded test controller module. INDIN (2015)
Dominik Egarter, Manfred Pöchacker, Wilfried Elmenreich
Complexity of Power Draws for Load Disaggregation. CoRR (2015)
Manfred Pöchacker, Wilfried Elmenreich
Model implementation for the extendable open source power system simulator RAPSim. WISES (2015)
Wilfried Elmenreich, Bernhard Heiden, Gerald Reiner, Sergii Zhevzhyk
A low-cost robot for multi-robot experiments. WISES (2015)
Manfred Pöchacker, Dominik Egarter, Wilfried Elmenreich
Proficiency of Power Values for Load Disaggregation. CoRR (2015)
Thomas Dittrich, Wilfried Elmenreich
Comparison of a spatially-structured cellular evolutionary algorithm to an evolutionary algorithm with panmictic population. WISES (2015)
Dominik Egarter, Venkata Pathuri Bhuvana, Wilfried Elmenreich
PALDi: Online Load Disaggregation via Particle Filtering. IEEE Trans. Instrum. Meas. 64 (2) (2015)
Dominik Egarter, Wilfried Elmenreich
Autonomous load disaggregation approach based on active power measurements. PerCom Workshops (2015)
Christoph Klemenjak, Dominik Egarter, Wilfried Elmenreich
YoMo - The Arduino based Smart Metering Board. CoRR (2014)
Dominik Egarter, Christoph Prokop, Wilfried Elmenreich
Load Hiding of Household's Power Demand. CoRR (2014)
Andrea Monacchi, Dominik Egarter, Wilfried Elmenreich, Salvatore D'Alessandro, Andrea M. Tonello
GREEND: An energy consumption dataset of households in Italy and Austria. SmartGridComm (2014)
Dominik Egarter, Andrea Monacchi, Tamer Khatib, Wilfried Elmenreich
Integration of Legacy Appliances into Home Energy Management Systems. CoRR (2014)
Dominik Egarter, Christoph Prokop, Wilfried Elmenreich
Load hiding of household's power demand. SmartGridComm (2014)
Dominik Egarter, Wilfried Elmenreich
Autonomous Load Disaggregation Approach based on Active Power Measurements. CoRR (2014)
Andrea Monacchi, Dominik Egarter, Wilfried Elmenreich, Salvatore D'Alessandro, Andrea M. Tonello
GREEND: An Energy Consumption Dataset of Households in Italy and Austria. CoRR (2014)
Wilfried Elmenreich, Stefan Schuster
Demand Response by Decentralized Device Control Based on Voltage Level. IWSOS (2013)
Benjamin Steinwender, Sascha Einspieler, Michael Glavanovics, Wilfried Elmenreich
Distributed power semiconductor stress test & measurement architecture. INDIN (2013)
Dominik Egarter, Anita Sobe, Wilfried Elmenreich
Evolving Non-Intrusive Load Monitoring. EvoApplications (2013)
Andrea Monacchi, Wilfried Elmenreich
Insert-coin: turning the household into a prepaid billing system. BuildSys@SenSys (2013)
István Fehérvári, Vito Trianni, Wilfried Elmenreich
On the effects of the robot configuration on evolving coordinated motion behaviors. IEEE Congress on Evolutionary Computation (2013)
Andrea Monacchi, Wilfried Elmenreich, Salvatore D'Alessandro, Andrea M. Tonello
Strategies for domestic energy conservation in Carinthia and Friuli-Venezia Giulia. IECON (2013)
Dominik Egarter, Wilfried Elmenreich
EvoNILM: evolutionary appliance detection for miscellaneous household appliances. GECCO (Companion) (2013)
Dominik Egarter, Venkata Pathuri Bhuvana, Wilfried Elmenreich
Appliance State Estimation based on Particle Filtering. BuildSys@SenSys (2013)
Anita Sobe, Wilfried Elmenreich
Smart Microgrids: Overview and Outlook CoRR (2013)
Manfred Pöchacker, Anita Sobe, Wilfried Elmenreich
Simulating the Smart Grid CoRR (2013)
István Fehérvári, Anita Sobe, Wilfried Elmenreich
Biologically Sound Neural Networks for Embedded Systems Using OpenCL. NETYS (2013)
Anita Sobe, Wilfried Elmenreich
Replication and replacement in dynamic delivery networks. Complex Adapt. Syst. Model. 1 (2013)
István Fehérvári, Wilfried Elmenreich
Evolution as a Tool to Design Self-organizing Systems. IWSOS (2013)
Anita Sobe, István Fehérvári, Wilfried Elmenreich
FREVO: A Tool for Evolving and Evaluating Self-Organizing Systems. SASO Workshops (2012)
Ágnes Pintér-Bartha, Anita Sobe, Wilfried Elmenreich
Towards the light - Comparing evolved neural network controllers and Finite State Machine controllers. WISES (2012)
Wilfried Elmenreich, Dominik Egarter
Design guidelines for smart appliances. WISES (2012)
Wilfried Elmenreich, István Fehérvári
Evolving Self-organizing Cellular Automata Based on Neural Network Genotypes. IWSOS (2011)
Wilfried Elmenreich, Moritz Koplin
A time-triggered object tracking subsystem for advanced driver assistance systems. Elektrotech. Informationstechnik 128 (6) (2011)
Anita Sobe, Wilfried Elmenreich, László Böszörményi
Storage Balancing in Self-organizing Multimedia Delivery Systems CoRR (2011)
Anita Sobe, Wilfried Elmenreich, László Böszörményi
Replication for bio-inspired delivery in unstructured peer-to-peer networks. WISES (2011)
Anita Sobe, Wilfried Elmenreich, László Böszörményi
Towards a self-organizing replication model for non-sequential media access. SAPMIA@MM (2010)
István Fehérvári, Wilfried Elmenreich
Evolving Neural Network Controllers for a Team of Self-Organizing Robots. J. Robotics 2010 (2010)
Robert Leidenfrost, Wilfried Elmenreich, Christian Bettstetter
Fault-tolerant averaging for self-organizing synchronization in wireless ad hoc networks. ISWCS (2010)
Nikolaj Marchenko, Christian Bettstetter, Wilfried Elmenreich
Incremental Cooperative Relaying in Time-Correlated Rayleigh Fading Channels. GLOBECOM (2010)
Helmut Adam, Evsen Yanmaz, Wilfried Elmenreich, Christian Bettstetter
Contention-Based Neighborhood Estimation. VTC Spring (2010)
Helmut Adam, Wilfried Elmenreich, Christian Bettstetter, Sidi-Mohammed Senouci
CoRe-MAC: A MAC-Protocol for Cooperative Relaying in Wireless Networks. GLOBECOM (2009)
Wilfried Elmenreich, Raissa M. D'Souza, Christian Bettstetter, Hermann de Meer
A Survey of Models and Design Methods for Self-organizing Networked Systems. IWSOS (2009)
Robert Leidenfrost, Wilfried Elmenreich
Firefly Clock Synchronization in an 802.15.4 Wireless Network. EURASIP J. Embed. Syst. 2009 (2009)
István Fehérvári, Wilfried Elmenreich
Evolutionary Methods in Self-organizing System Design. GEM (2009)
Wilfried Elmenreich, Markus Kucera, Bernhard Rinner, Ralf Seepold, Volker Turau
Challenges on Complexity and Connectivity in Embedded Systems. EURASIP J. Embed. Syst. 2009 (2009)
Robert Leidenfrost, Wilfried Elmenreich
Establishing wireless time-triggered communication using a firefly clock synchronization approach. WISES (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wilfried Elmenreich