Wilfried Elmenreich

Wilfried Elmenreich's AcademicInfluence.com Rankings

Wilfried Elmenreich

Computer Science

#5004

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#5288

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Artificial Intelligence

#5492

World Rank

#5568

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Database

#8173

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#8523

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Computer Science

Why Is Wilfried Elmenreich Influential?

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According to Wikipedia, Wilfried Elmenreich is an Austrian researcher and professor of Smart Grids at the Alpen-Adria-Universität Klagenfurt. Biography Wilfried Elmenreich studied computer science at the Vienna University of Technology where he received his master's degree in 1998. He became a research and teaching assistant at the Institute of Computer Engineering at Vienna University of Technology in 1999. He received his doctoral degree with distinction on the topic of time-triggered sensor fusion in 2002. From 1999 to 2007 he was the chief developer of the time-triggered fieldbus protocol TTP/A and the Smart Transducer Interface standard. In 2003, he started the international Workshop on Intelligent Solutions in Embedded Systems , which has since taken place annually. In 2004, he organized the Second IEEE International Conference on Computational Cybernetics in Vienna.

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Wilfried Elmenreich's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A review of residential demand response of smart grid (2016) (377)
Swarm Robotic Behaviors and Current Applications (2020) (157)
GREEND: An energy consumption dataset of households in Italy and Austria (2014) (154)
PALDi: Online Load Disaggregation via Particle Filtering (2015) (139)
Performance and feasibility assessment of a 1.4 kW roof top grid-connected photovoltaic power system under desertic weather conditions (2014) (127)
Sensor Fusion in Time-Triggered Systems (2002) (111)
Effect of Dust Deposition on the Performance of Multi-Crystalline Photovoltaic Modules Based on Experimental Measurements (2013) (109)
A universal smart transducer interface: TTP/A (2000) (100)
Swarm Intelligence and cyber-physical systems: Concepts, challenges and future trends (2021) (72)
Modeling of Photovoltaic Systems Using MATLAB: Simplified Green Codes (2016) (69)
A review of process and operational system control of hybrid photovoltaic/diesel generator systems (2015) (68)
Firefly Clock Synchronization in an 802.15.4 Wireless Network (2009) (62)
Performance evaluation and characterization of a 3-kWp grid-connected photovoltaic system based on tropical field experimental results: new results and comparative study (2015) (60)
Self-Organizing Systems (2013) (57)
A Review on System Architectures for Sensor Fusion Applications (2007) (53)
Integrating Photovoltaic Systems in Power System: Power Quality Impacts and Optimal Planning Challenges (2014) (52)
A synthetic energy dataset for non-intrusive load monitoring in households (2020) (51)
CoRe-MAC: A MAC-Protocol for Cooperative Relaying in Wireless Networks (2009) (49)
Residential demand response scheme based on adaptive consumption level pricing (2016) (46)
A discrete stochastic process for coverage analysis of autonomous UAV networks (2010) (46)
Evolving Non-Intrusive Load Monitoring (2013) (43)
A Scalable and Efficient Approach for Obtaining Measurements in CAN-Based Control Systems (2008) (43)
YoMo: the Arduino-based smart metering board (2014) (41)
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation (2020) (40)
Novel simplified hourly energy flow models for photovoltaic power systems (2014) (40)
A Model for Hourly Solar Radiation Data Generation from Daily Solar Radiation Data Using a Generalized Regression Artificial Neural Network (2015) (40)
A Survey of Models and Design Methods for Self-organizing Networked Systems (2009) (40)
Load hiding of household's power demand (2014) (39)
Time-triggered communication with UARTs (2002) (39)
Smart Transducers - Principles, Communications, and Configuration (2003) (38)
Smart Microgrids: Overview and Outlook (2013) (35)
Self-Organizing Networked Systems for Technical Applications: A Discussion on Open Issues (2008) (33)
Revision and verification of an enhanced UART (2004) (31)
Electricity Consumption Data Sets: Pitfalls and Opportunities (2019) (31)
Design guidelines for smart appliances (2012) (30)
Simplified I-V Characteristic Tester for Photovoltaic Modules Using a DC-DC Boost Converter (2017) (30)
Assisted energy management in smart microgrids (2016) (29)
Evolving Neural Network Controllers for a Team of Self-Organizing Robots (2010) (29)
Fusion of Continuous-valued Sensor Measurements using Confidence-weighted Averaging (2007) (29)
Evolving Self-organizing Cellular Automata Based on Neural Network Genotypes (2011) (29)
Dynamic residential load scheduling based on an adaptive consumption level pricing scheme (2016) (29)
A comparison of LIN and TTP/A (2000) (29)
Autonomous load disaggregation approach based on active power measurements (2014) (28)
The microgrid simulation tool RAPSim: Description and case study (2014) (27)
Building blocks of cooperative relaying in wireless systems (2008) (26)
Establishing wireless time-triggered communication using a firefly clock synchronization approach (2008) (25)
Using sensor fusion in a time-triggered network (2001) (25)
FREVO: A Tool for Evolving and Evaluating Self-Organizing Systems (2012) (25)
Genetic Evolution of a Neural Network for the Autonomous Control of a Four-Wheeled Robot (2007) (25)
An improved gravitational search algorithm for optimal placement and sizing of renewable distributed generation units in a distribution system for power quality enhancement (2014) (24)
The Time-Triggered Sensor Fusion Model (2001) (24)
Complexity of Power Draws for Load Disaggregation (2015) (23)
Configuration and management of a real-time smart transducer network (2003) (22)
Modeling and Characterization of a Photovoltaic Array Based on Actual Performance Using Cascade-Forward Back Propagation Artificial Neural Network (2015) (22)
Interface design for smart transducers (2001) (21)
Simulating the smart grid (2013) (21)
An Improved Method for Sizing Standalone Photovoltaic Systems Using Generalized Regression Neural Network (2014) (21)
Time-triggered smart transducer networks (2006) (20)
Proficiency of Power Values for Load Disaggregation (2015) (20)
Towards the light — Comparing evolved neural network controllers and Finite State Machine controllers (2012) (20)
Towards a self-organizing replication model for non-sequential media access (2010) (19)
Spiderino - A low-cost robot for swarm research and educational purposes (2017) (19)
Introduction to TTP/C and TTP/A (2003) (19)
Integration of legacy appliances into home energy management systems (2014) (19)
Modeling of the output current of a photovoltaic grid-connected system using random forests technique (2018) (19)
Designing Swarms of Cyber-Physical Systems: the H2020 CPSwarm Project: Invited Paper (2017) (19)
Home energy management systems: Design guidelines for the communication infrastructure (2014) (19)
Optimum Availability of Standalone Photovoltaic Power Systems for Remote Housing Electrification (2014) (18)
An architecture supporting monitoring and configuration in real-time smart transducer networks (2002) (18)
New Node Integration for Master-Slave Fieldbus Networks (2002) (17)
Intelligent Methods in Embedded Systems (2003) (17)
An open solution to provide personalized feedback for building energy management (2015) (15)
A Framework for Hardware-in-the-Loop Testing of an Integrated Architecture (2007) (14)
Integrating households into the smart grid (2013) (14)
Interface Design for Hardware-in-the-Loop Simulation (2006) (14)
A Robust Certainty Grid Algorithm for Robotic Vision (2001) (13)
Fusion of heterogeneous sensors data (2008) (13)
Strategies for domestic energy conservation in Carinthia and Friuli-Venezia Giulia (2013) (13)
Exploring Time Series Imaging for Load Disaggregation (2020) (13)
Robustness versus Performance in Sorting and Tournament Algorithms (2009) (13)
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring (2020) (13)
Intelligent UART Module for Real-Time Applications (2003) (12)
Fault-tolerant averaging for self-organizing synchronization in wireless ad hoc networks (2010) (11)
Replication for bio-inspired delivery in unstructured peer-to-peer networks (2011) (11)
Evolutionary Methods in Self-organizing System Design (2009) (11)
An Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities (2021) (10)
EvoNILM: evolutionary appliance detection for miscellaneous household appliances (2013) (10)
QoS-aware ant routing with colored pheromones in wireless mesh networks (2008) (10)
Modelling of photovoltaic array temperature in a tropical site using generalized extreme value distribution (2014) (10)
Modeling distributed embedded applications on an interface file system (2004) (10)
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring (2019) (9)
European End-User’s Level of Energy Consumption and Attitude Toward Smart Homes: A Case Study of Residential Sectors in Austria and Italy (2014) (9)
On the effects of the robot configuration on evolving coordinated motion behaviors (2013) (9)
YoMoPie: A User-Oriented Energy Monitor to Enhance Energy Efficiency in Households (2018) (9)
Contention-Based Neighborhood Estimation (2010) (9)
Time-Triggered Fieldbus Networks State of the Art and Future Applications (2008) (9)
Remote Target Monitoring in Embedded Systems Lab Courses using a Sensor Network (2006) (8)
Appliance State Estimation based on Particle Filtering (2013) (8)
Incremental Cooperative Relaying in Time-Correlated Rayleigh Fading Channels (2010) (8)
Optimal residential load scheduling based on time varying pricing scheme (2015) (8)
Automatic Recovery of the TTP/A Sensor/Actuator Network (2003) (7)
A standardized smart transducer interface (2002) (7)
HEMS: a home energy market simulator (2016) (7)
SEAHORSE: Generalizing an artificial hormone system algorithm to a middleware for search and delivery of information units (2015) (7)
Plug-and-play: bridging the semantic gap between application and transducers (2005) (7)
Integrating time-triggered and event-triggered traffic in a hard real-time system (2018) (7)
A low-cost robot for multi-robot experiments (2015) (7)
Modelling a CPS Swarm System: A Simple Case Study (2018) (7)
Making simulation results reproducible—Survey, guidelines, and examples based on Gradle and Docker (2019) (6)
Demand Response by Decentralized Device Control Based on Voltage Level (2013) (6)
Embedded Systems Home Experimentation (2006) (6)
Out-of-Sequence Measurements Treatment in Sensor Fusion Applications: Buffering versus Advanced Algorithms (2006) (6)
Managing fieldbus systems (2002) (5)
Constructing dependable certainty grids from unreliable sensor data (2008) (5)
Fixed Point Library Based on ISO/IEC Standard DTR 18037 for Atmel AVR Microcontrollers (2007) (5)
Efficiency of photovoltaic systems in mountainous areas (2018) (5)
Ageing Safely in the Digital Era: A New Unobtrusive Activity Monitoring Framework Leveraging on Daily Interactions with Hand-Operated Appliances (2022) (5)
Making computer science results reproducible - A case study using Gradle and Docker (2018) (5)
Wireless Time-Triggered Real-Time Communication (2004) (5)
Achieving Dependability in Time-Triggered Networks by Sensor Fusion (2002) (5)
Distributed power semiconductor stress test & measurement architecture (2013) (5)
Monitoring and Configuration in a Smart Transducer Network (2001) (5)
Storage Balancing in Self-organizing Multimedia Delivery Systems (2011) (4)
Swarm Intelligence Layer to Control Autonomous Agents (SWILT) (2019) (4)
Managing data and complexity in energy systems (2017) (4)
Techno-economical assessment of grid-connected photovoltaic power systems productivity in summer season in Klagenfurt, Austria (2014) (4)
Evolution as a Tool to Design Self-organizing Systems (2013) (4)
Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring (2020) (4)
On the applicability of correlation filters for appliance detection in smart meter readings (2017) (4)
TTP/A: A Low-Cost, Highly Efficient, Time-Triggered Fieldbus Architecture (2001) (4)
A comparison of fieldbus protocols: LIN 1.3, LIN 2.0, and TTP/A (2005) (4)
Model implementation for the extendable open source power system simulator RAPSim (2015) (3)
The Smart Cara distributed controlled autonomous robot (2006) (3)
Executable test definition for a state machine driven embedded test controller module (2015) (3)
A standard for real-time smart transducer interface (2006) (3)
Analysis of sensor and fusion schedules of a time-triggered sensor fusion system (2007) (3)
Comparison of Metaheuristic Algorithms for Evolving a Neural Controller for an Autonomous Robot (2014) (3)
A time-triggered object tracking subsystem for advanced driver assistance systems (2011) (3)
Interface Design for Real-Time Smart Transducer Networks – Examining COSMIC , LIN , and TTP / A as Case Study (2007) (3)
The CPSwarm Technology for Designing Swarms of Cyber-Physical Systems (2019) (3)
Applying a Real-Time Interface to an Optical Tracking System (2002) (3)
Analysis of Kalman filter based approaches for fusing Out-of-Sequence measurements corrupted by systematic errors (2008) (3)
High Accuracy Software-Based Clock Synchronization Over CAN (2022) (3)
Investigating the impact of data quality on the energy yield forecast using data mining techniques (2020) (3)
Optimization of Sensor, Bus, and Fusion Schedules of a Time-Triggered Sensor Fusion System (2007) (3)
Benefits and Implications of the DECOS Encapsulation Approach (2005) (3)
Fusion of Continuous-Valued Sensor Measurements using Statistical Analysis (2006) (3)
Replication and replacement in dynamic delivery networks (2013) (3)
Configuration and Management of Networked Embedded Devices (2014) (3)
Considerations on the Complexity of Embedded Real-Time System Design Tasks (2006) (3)
Embedded Systems Exams With True/False Questions: A Case Study (2006) (3)
An Artificial Hormone-based Algorithm for Production Scheduling from the Bottom-up (2021) (2)
Distributed Simulation for Evolutionary Design of Swarms of Cyber-Physical Systems (2018) (2)
Smart grid modeling and simulation — Comparing GridLAB-D and RAPSim via two Case studies (2018) (2)
Embedded Systems Engineering (2009) (2)
Smart Microgrids: Optimizing Local Resources toward Increased Efficiency and a More Sustainable Growth (2017) (2)
A ComparisonofFieldbus Protocols: LIN 1.3,LIN2.0,andTTP/A (2005) (2)
Automatic generation of schedules for time-triggered embedded transducer networks (2005) (2)
Challenges on Complexity and Connectivity in Embedded Systems (2009) (2)
Games and Gamification—New Instruments for Communicating Sustainability (2021) (2)
Comparison of solar power measurements in alpine areas using a mobile dual-axis tracking system (2019) (2)
Yay - an open-hardware energy measurement system for feedback and appliance detection based on the arduino platform (2017) (2)
Towards Evolving Cooperative Behavior with Neural Controllers (2009) (2)
Designing Cyber-physical Systems with Evolutionary Algorithms (2018) (2)
Comparison of a spatially-structured cellular evolutionary algorithm to an evolutionary algorithm with panmictic population (2015) (2)
MODELING OF PHOTOVOLTAIC SOURCE (2016) (2)
New Node Integration in TTP/A Networks (2001) (2)
Self-organizing systems : 7th IFIP TC6 International Workshop, IWSOS 2013, Palma de Mallorca, Spain, May 9-10, 2013 : revised selected papers (2014) (2)
A review on physical and data-driven based nowcasting methods using sky images (2021) (2)
Game of Clones: Students Model the Dispersal and Fighting of Japanese Knotweed (Fallopia japonica) (2018) (2)
How to Design Self-Organizing Systems? (2009) (1)
Scalable Distributed Simulation for Evolutionary Optimization of Swarms of Cyber-Physical Systems (2019) (1)
Development of DAYSAM: An Educational Smart Phone Game for Preschoolers to Increase Awareness of Renewable Energy (2021) (1)
A study using the low-cost swarm robotics platform spiderino in education (2020) (1)
Insert-coin: turning the household into a prepaid billing system (2013) (1)
Interface Design forHardware-in-the- Loop Simulation (2006) (1)
Editorial: Designing Self-Organization in the Physical Realm (2020) (1)
Real-Time Systems (2011) (1)
MODELING OF PHOTOVOLTAIC SYSTEM ENERGY FLOW (2016) (1)
Convergence and monotonicity of the hormone levels in a hormone-based content delivery system (2016) (1)
Bottom-up Job Shop Scheduling with Swarm Intelligence in Large Production Plants (2021) (1)
Analysis of an Artificial Hormone System (2013) (1)
Editorial: Special Issue on Computational Cybernetics (2005) (1)
MODELING OF THE SOLAR SOURCE (2016) (1)
PV SYSTEMS IN THE ELECTRICAL POWER SYSTEM (2016) (1)
Semi-automatic compensation of the propagation delay in fault-tolerant systems (2004) (1)
DYNAMIC SMART GRID COMMUNICATION PARAMETERS BASED COGNITIVE RADIO NETWORK (2019) (1)
Fault-Tolerant Certainty Grid (2003) (1)
Special Section on Communication in Automation — Part I P (2008) (1)
Efficiency of Photovoltaic Systems in Mountainous Areas Sri (2018) (1)
State-of-the-art Versus Time-triggered Object Tracking in Advanced Driver Assistance Systems (2013) (1)
A Comparison of LIN and TTP / A H (2000) (1)
Short Games (2019) (1)
Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring (2021) (1)
A Low-Cost Time-Triggered Sensor Network: TTP/A (1999) (1)
Fault-Tolerant Compensation of the Propagation Delay for Hard Real-Time Systems (2005) (0)
Ant Algorithms for Routing in Wireless Multi-Hop Networks (2021) (0)
Configuration and Management of Fieldbus Systems (2005) (0)
Statistical analysis of execution time profile for temporal validation of a distributed hard real-time system (2021) (0)
Designing and Implementing an Interfaculty Elective "Sustainable Development" Course at a University: Concepts, Developments and Lessons Learned (2021) (0)
Internet Firewalls in the DECOS System-on-a-Chip Architecture (2007) (0)
A synthetic energy dataset for non-intrusive load monitoring in households (2020) (0)
Biologically Sound Neural Networks for Embedded Systems Using OpenCL (2013) (0)
Self-organizing content sharing at social events (2015) (0)
Simulation-based development of embedded sensor fusion applications (2004) (0)
Topology Characterization for Position-based Wireless Network Topology Generators (2019) (0)
Protocols of the Time-Triggered Architecture: TTP, TTEthernet, TTP/A (2011) (0)
Investigating the self-organization of debris flows: theory, modelling, and empirical work (2014) (0)
Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems : Vienna University of Technology, Vienna, Austria, 2006 June 30 (2006) (0)
Providing Standardized Fixed-Point Arithmetics for Embedded C Programs (2009) (0)
SwarmFabSim: A Simulation Framework for Bottom-up Optimization in Flexible Job-Shop Scheduling using NetLogo (2022) (0)
HEMS: a home energy market simulator (2014) (0)
Comparison of solar power measurements in alpine areas using a mobile dual-axis tracking system (2019) (0)
Game Engineering for Hybrid Board Games (2020) (0)
Distributed Sensor Fusion Networks (2011) (0)
Evolving Swarm Behavior for Simulated Spiderino Robots (2020) (0)
Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives (2023) (0)
Analysis of an Articial Hormone System (Extended abstract) (2013) (0)
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines (2023) (0)
Managing data and complexity in energy systems (2017) (0)
Evolving a Team of Self-organizing UAVs to Address Spatial Coverage Problems (2013) (0)
Assisted energy management in smart microgrids (2016) (0)
PV SYSTEM SIZE OPTIMIZATION (2016) (0)
Mixed-triggered communication with limited elastic slot boundaries (2021) (0)
Welcome from the general co-chairmen (2004) (0)
Design of Self-organizing Systems Using Evolutionary Methods (2008) (0)
A Model for Reactive Systems Supporting Varying Degrees of Synchrony (2003) (0)
LINDI 2009 Proceedings Committee Members (2009) (0)
Integration of legacy appliances into home energy management systems (2015) (0)
MODELING OF PV SYSTEM POWER ELECTRONIC FEATURES AND AUXILIARY POWER SOURCES (2016) (0)
Neural NILM Learning Paradigms: From Centralised to Decentralised Learning (2022) (0)
YoMo: the Arduino-based smart metering board (2015) (0)
A swarm intelligence-based robotic search algorithm integrated with game theory (2022) (0)
Interoperability Between Smart and Legacy Devices in Energy Management Systems (2015) (0)
Proceedings of the First Workshop on Intelligent Solutions in Embedded Systems, WISES 2003, Vienna University of Technology, Vienna, Austria, 2003, June 27 (2003) (0)
Proceedings of the Second Workshop on Intelligent Solutions in Embedded Systems, WISES 2004, Graz University of Technology, Graz, Austria, 2004, June 25 (2004) (0)
TTP/A Protocol and Design (2004) (0)
Quickly Made, Quickly Played (2019) (0)
Convergence and monotonicity of the hormone levels in a hormone-based content delivery system (2015) (0)
Automatic Generation ofSchedules for Time-Triggered EmbeddedTransducer Networks (2005) (0)
Revised Selected Papers of 7th IFIP TC 6 International Workshop on Self-Organizing Systems - Volume 8221 (2013) (0)
A Generic Architecture for Integrated Smart Transducers (2003) (0)
Time-Triggered Transducer Networks (2007) (0)
Transatlantic Collaboration on Model-Integrated Computing for Dependable Embedded Components and Systems (2006) (0)
The Energy System in Star Trek and Its Real-Life Counterparts (2018) (0)

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