Wilfried Elmenreich

Orcid: 0000-0001-6401-2658

Affiliations:
  • Alpen-Adria-Universität Klagenfurt, Austria


According to our database1, Wilfried Elmenreich authored at least 117 papers between 2001 and 2024.

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Bibliography

2024
RoboTunes: A Multi-Player Learning Framework with Musical Programmable Robots.
Proceedings of the 10th International Conference on Automation, Robotics and Applications, 2024

2023
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines.
IEEE Trans. Ind. Informatics, May, 2023

Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives.
CoRR, 2023

2022
High Accuracy Software-Based Clock Synchronization Over CAN.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Ageing Safely in the Digital Era: A New Unobtrusive Activity Monitoring Framework Leveraging on Daily Interactions with Hand-Operated Appliances.
Sensors, 2022

A swarm intelligence-based robotic search algorithm integrated with game theory.
Appl. Soft Comput., 2022

SwarmFabSim: A Simulation Framework for Bottom-up Optimization in Flexible Job-Shop Scheduling using NetLogo.
Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, 2022

Neural NILM Learning Paradigms: From Centralised to Decentralised Learning.
Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

2021
Mixed-triggered communication with limited elastic slot boundaries.
Microprocess. Microsystems, October, 2021

Swarm Intelligence and cyber-physical systems: Concepts, challenges and future trends.
Swarm Evol. Comput., 2021

Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring.
Energy Inform., 2021

A review on physical and data-driven based nowcasting methods using sky images.
CoRR, 2021

An Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities.
IEEE Access, 2021

Bottom-up Job Shop Scheduling with Swarm Intelligence in Large Production Plants.
Proceedings of the 11th International Conference on Simulation and Modeling Methodologies, 2021

Statistical analysis of execution time profile for temporal validation of a distributed hard real-time system.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021

An Artificial Hormone-based Algorithm for Production Scheduling from the Bottom-up.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Swarm Robotic Behaviors and Current Applications.
Frontiers Robotics AI, 2020

Editorial: Designing Self-Organization in the Physical Realm.
Frontiers Robotics AI, 2020

Dynamic residential load scheduling based on an adaptive consumption level pricing scheme.
CoRR, 2020

Exploring Time Series Imaging for Load Disaggregation.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Investigating the impact of data quality on the energy yield forecast using data mining techniques.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

2019
Making simulation results reproducible - Survey, guidelines, and examples based on Gradle and Docker.
PeerJ Comput. Sci., 2019

Comparison of solar power measurements in alpine areas using a mobile dual-axis tracking system.
Energy Inform., 2019

On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring.
CoRR, 2019

Topology Characterization for Position-based Wireless Network Topology Generators.
Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

Swarm Intelligence Layer to Control Autonomous Agents (SWILT).
Proceedings of the STAF 2019 Co-Located Events Joint Proceedings: 1st Junior Researcher Community Event, 2nd International Workshop on Model-Driven Engineering for Design-Runtime Interaction in Complex Systems, and 1st Research Project Showcase Workshop co-located with Software Technologies: Applications and Foundations (STAF 2019), Eindhoven, The Netherlands, July 15, 2019

The CPSwarm Technology for Designing Swarms of Cyber-Physical Systems.
Proceedings of the STAF 2019 Co-Located Events Joint Proceedings: 1st Junior Researcher Community Event, 2nd International Workshop on Model-Driven Engineering for Design-Runtime Interaction in Complex Systems, and 1st Research Project Showcase Workshop co-located with Software Technologies: Applications and Foundations (STAF 2019), Eindhoven, The Netherlands, July 15, 2019

Electricity Consumption Data Sets: Pitfalls and Opportunities.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

2018
Making computer science results reproducible - A case study using Gradle and Docker.
PeerJ Prepr., 2018

Smart grid modeling and simulation - Comparing GridLAB-D and RAPSim via two Case studies.
CoRR, 2018

Modelling a CPS Swarm System: A Simple Case Study.
Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018

Integrating time-triggered and event-triggered traffic in a hard real-time system.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2017
An open solution to provide personalized feedback for building energy management.
J. Ambient Intell. Smart Environ., 2017

Managing data and complexity in energy systems.
Comput. Sci. Res. Dev., 2017

Yay - an open-hardware energy measurement system for feedback and appliance detection based on the arduino platform.
Proceedings of the 13th Workshop on Intelligent Solutions in Embedded Systems, 2017

Spiderino - A low-cost robot for swarm research and educational purposes.
Proceedings of the 13th Workshop on Intelligent Solutions in Embedded Systems, 2017

On the applicability of correlation filters for appliance detection in smart meter readings.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Designing Swarms of Cyber-Physical Systems: the H2020 CPSwarm Project: Invited Paper.
Proceedings of the Computing Frontiers Conference, 2017

2016
Proficiency of Power Values for Load Disaggregation.
IEEE Trans. Instrum. Meas., 2016

Assisted energy management in smart microgrids.
J. Ambient Intell. Humaniz. Comput., 2016

Integration of legacy appliances into home energy management systems.
J. Ambient Intell. Humaniz. Comput., 2016

HEMS: a home energy market simulator.
Comput. Sci. Res. Dev., 2016

YoMo: the Arduino-based smart metering board.
Comput. Sci. Res. Dev., 2016

Convergence and monotonicity of the hormone levels in a hormone-based content delivery system.
Central Eur. J. Oper. Res., 2016

2015
PALDi: Online Load Disaggregation via Particle Filtering.
IEEE Trans. Instrum. Meas., 2015

Complexity of Power Draws for Load Disaggregation.
CoRR, 2015

SEAHORSE: Generalizing an artificial hormone system algorithm to a middleware for search and delivery of information units.
Comput. Networks, 2015

Model implementation for the extendable open source power system simulator RAPSim.
Proceedings of the 12th International Workshop on Intelligent Solutions in Embedded Systems, 2015

A low-cost robot for multi-robot experiments.
Proceedings of the 12th International Workshop on Intelligent Solutions in Embedded Systems, 2015

Comparison of a spatially-structured cellular evolutionary algorithm to an evolutionary algorithm with panmictic population.
Proceedings of the 12th International Workshop on Intelligent Solutions in Embedded Systems, 2015

Autonomous load disaggregation approach based on active power measurements.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Executable test definition for a state machine driven embedded test controller module.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Interoperability Between Smart and Legacy Devices in Energy Management Systems.
Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015

2014
GREEND: An energy consumption dataset of households in Italy and Austria.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Load hiding of household's power demand.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

2013
Smart Microgrids: Overview and Outlook
CoRR, 2013

Simulating the Smart Grid
CoRR, 2013

Replication and replacement in dynamic delivery networks.
Complex Adapt. Syst. Model., 2013

Insert-coin: turning the household into a prepaid billing system.
Proceedings of the BuildSys 2013, 2013

Appliance State Estimation based on Particle Filtering.
Proceedings of the BuildSys 2013, 2013

Biologically Sound Neural Networks for Embedded Systems Using OpenCL.
Proceedings of the Networked Systems - First International Conference, 2013

Evolution as a Tool to Design Self-organizing Systems.
Proceedings of the Self-Organizing Systems - 7th IFIP TC 6 International Workshop, 2013

Demand Response by Decentralized Device Control Based on Voltage Level.
Proceedings of the Self-Organizing Systems - 7th IFIP TC 6 International Workshop, 2013

Distributed power semiconductor stress test & measurement architecture.
Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

Strategies for domestic energy conservation in Carinthia and Friuli-Venezia Giulia.
Proceedings of the IECON 2013, 2013

EvoNILM: evolutionary appliance detection for miscellaneous household appliances.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evolving Non-Intrusive Load Monitoring.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

On the effects of the robot configuration on evolving coordinated motion behaviors.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Towards the light - Comparing evolved neural network controllers and Finite State Machine controllers.
Proceedings of the 10th International Workshop on Intelligent Solutions in Embedded Systems, 2012

Design guidelines for smart appliances.
Proceedings of the 10th International Workshop on Intelligent Solutions in Embedded Systems, 2012

FREVO: A Tool for Evolving and Evaluating Self-Organizing Systems.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

2011
A time-triggered object tracking subsystem for advanced driver assistance systems.
Elektrotech. Informationstechnik, 2011

Storage Balancing in Self-organizing Multimedia Delivery Systems
CoRR, 2011

Replication for bio-inspired delivery in unstructured peer-to-peer networks.
Proceedings of the Ninth Workshop on Intelligent Solutions in Embedded Systems, 2011

Evolving Self-organizing Cellular Automata Based on Neural Network Genotypes.
Proceedings of the Self-Organizing Systems - 5th International Workshop, 2011

2010
Evolving Neural Network Controllers for a Team of Self-Organizing Robots.
J. Robotics, 2010

Contention-Based Neighborhood Estimation.
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010

Towards a self-organizing replication model for non-sequential media access.
Proceedings of the 2010 ACM Workshop on Social, 2010

Fault-tolerant averaging for self-organizing synchronization in wireless ad hoc networks.
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010

Incremental Cooperative Relaying in Time-Correlated Rayleigh Fading Channels.
Proceedings of the Global Communications Conference, 2010

2009
Firefly Clock Synchronization in an 802.15.4 Wireless Network.
EURASIP J. Embed. Syst., 2009

Challenges on Complexity and Connectivity in Embedded Systems.
EURASIP J. Embed. Syst., 2009

A Survey of Models and Design Methods for Self-organizing Networked Systems.
Proceedings of the Self-Organizing Systems, 4th IFIP TC 6 International Workshop, 2009

CoRe-MAC: A MAC-Protocol for Cooperative Relaying in Wireless Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Evolutionary Methods in Self-organizing System Design.
Proceedings of the 2009 International Conference on Genetic and Evolutionary Methods, 2009

Providing Standardized Fixed-Point Arithmetics for Embedded C Programs.
Proceedings of the Intelligent Technical Systems, 2009

Configuration and Management of Networked Embedded Devices.
Proceedings of the Networked Embedded Systems - Volume 2 of the Embedded Systems Handbook, 2009

2008
A Scalable and Efficient Approach for Obtaining Measurements in CAN-Based Control Systems.
IEEE Trans. Ind. Informatics, 2008

Constructing dependable certainty grids from unreliable sensor data.
Robotics Auton. Syst., 2008

Building blocks of cooperative relaying in wireless systems.
Elektrotech. Informationstechnik, 2008

Establishing wireless time-triggered communication using a firefly clock synchronization approach.
Proceedings of the International Workshop on Intelligent Solutions in Embedded Systems, 2008

Fusion of heterogeneous sensors data.
Proceedings of the International Workshop on Intelligent Solutions in Embedded Systems, 2008

Analysis of Kalman filter based approaches for fusing Out-of-Sequence measurements corrupted by systematic errors.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

Self-Organizing Networked Systems for Technical Applications: A Discussion on Open Issues.
Proceedings of the Self-Organizing Systems, Third International Workshop, 2008

Time-Triggered Fieldbus Networks - State of the Art and Future Applications.
Proceedings of the 11th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2008), 2008

QoS-aware ant routing with colored pheromones in wireless mesh networks.
Proceedings of the 2nd International Conference on Autonomic Computing and Communication Systems, 2008

2007
Fixed Point Library Based on ISO/IEC Standard DTR 18037 for Atmel AVR Microcontrollers.
Proceedings of the Fifth Workshop on Intelligent Solutions in Embedded Systems, 2007

A Framework for Hardware-in-the-Loop Testing of an Integrated Architecture.
Proceedings of the Software Technologies for Embedded and Ubiquitous Systems, 2007

A Review on System Architectures for Sensor Fusion Applications.
Proceedings of the Software Technologies for Embedded and Ubiquitous Systems, 2007

Analysis of sensor and fusion schedules of a time-triggered sensor fusion system.
Proceedings of the 10th International Conference on Information Fusion, 2007

2006
Time-triggered smart transducer networks.
IEEE Trans. Ind. Informatics, 2006

A standard for real-time smart transducer interface.
Comput. Stand. Interfaces, 2006

2005
Fault-Tolerant Compensation of the Propagation Delay for Hard Real-Time Systems.
J. Adv. Comput. Intell. Intell. Informatics, 2005

Editorial: Special Issue on Computational Cybernetics.
J. Adv. Comput. Intell. Intell. Informatics, 2005

Plug-and-play: bridging the semantic gap between application and transducers.
Proceedings of 10th IEEE International Conference on Emerging Technologies and Factory Automation, 2005

A comparison of fieldbus protocols: LIN 1.3, LIN 2.0, and TTP/A.
Proceedings of 10th IEEE International Conference on Emerging Technologies and Factory Automation, 2005

2004
Wireless Time-Triggered Real-Time Communication.
Proceedings of the Second Workshop on Intelligent Solutions in Embedded Systems, 2004

Modeling Distributed Embedded Applications on an Interface File System.
Proceedings of the 7th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2004), 2004

Semi-automatic compensation of the propagation delay in fault-tolerant systems.
Proceedings of the IASTED International Conference on Communications, Internet, and Information Technology, November 22, 2004

2003
Automatic Recovery of the TTP/A Sensor/Actuator Network.
Proceedings of the First Workshop on Intelligent Solutions in Embedded Systems, 2003

Intelligent Methods in Embedded Systems.
Proceedings of the First Workshop on Intelligent Solutions in Embedded Systems, 2003

Intelligent UART Module for Real-Time Applications.
Proceedings of the First Workshop on Intelligent Solutions in Embedded Systems, 2003

A Generic Architecture for Integrated Smart Transducers.
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003

Configuration and management of a real-time smart transducer network.
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

2001
A universal smart transducer interface: TTP/A.
Comput. Syst. Sci. Eng., 2001


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