Browsing by Author "Mercelis, Siegfried"
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Publication A comparative study between model predictive control and reinforcement learning for robust reference tracking in chemical processes
Proceedings paper2024, 2024 International Conference on Control and Robotics, DEC 05-07, 2024, p.32-38Publication A comprehensive review of datasets and deep learning techniques for vision in unmanned surface vehicles
Journal article2025, OCEAN ENGINEERING, 334, p.121501-1-121501-29Publication A Generalized Approach For Practical Task Allocation Using A MAPE-K Control Loop
Proceedings paper2021, 12th International Conference on ICT Convergence (ICTC) - Beyond the Pandemic Era with ICT Convergence Innovation, OCT 20-22, 2021, p.779-784Publication A hybrid predictive modeling approach for catalyzed polymerization reactors
Journal article2024, CHEMICAL ENGINEERING JOURNAL ADVANCES, (20) November, p.100662-9Publication A hybrid timing analysis method based on the isolation of software code blocks
Journal article2020, Internet of Things, 11, p.100230Publication A Joint Perception Scheme For Connected Vehicles
Proceedings paper2022, IEEE Sensors Conference, OCT 30-NOV 02, 2022Publication A new hybrid approach on WCET analysis for real-time systems using machine learning
Proceedings paper2018, 18th International Workshop on Worst-Case Execution Time Analysis - WCET, 6/07/2018, p.05:01-05:12Publication A particle swarm optimization-based heuristic for optimal cost estimation in Internet of Things
Proceedings paper2018, BDIOT 2018: 2nd International Conference on Big Data and Internet of Things : proceedings, 24/10/2018, p.1-7Publication A survey on the software and hardware-based influences on the worst-case execution time
Proceedings paper2020, 7th International Workshop on Distributed Embedded Systems, 28/10/2020, p.271-281Publication Acsim: towards hyper-scalable Internet of Things simulation
Proceedings paper2017, International Conference on P2P, Parallel, Grid, Cloud and Internet Computing - 3PGCIC, 8/11/2017, p.743-750Publication Adaptivity in distributed agent-based simulation: A generic load-balancing approach
Proceedings paper2021, International Conference on Autonomous Agents and Multi-Agent Systems 2020 - Multi-Agent-Based Simulation Workshop, 9/05/2020, p.1-12Publication Adaptivity in multi-level traffic simulation using experimental frames
Journal article2022, SIMULATION MODELLING PRACTICE AND THEORY, 114, p.102395Publication Advancing MOSFET Fault Type Detection Through Data-Driven Unsupervised Learning
Proceedings paper2025, IECON – 51st Annual Conference of the IEEE Industrial Electronics Society, 2025-10-14, p.1-6Publication An Energy Management Unit for Predictive Solar Energy Harvesting IoT
Proceedings paper2023, 8th International Conference on Internet of Things, Big Data and Security (IoTBDS), APR 21-23, 2023, p.39-50Publication Applying artificial intelligence for the detectionand analysis of weather phenomena in vehicle sensor data
Proceedings paper2020, Workshop DEM-2020: The 7-th International Workshop on Distributed Embedded Systems (DEM-2020), 28/10/2020, p.311-320Publication Artificial Intelligence and Data-Driven Rehabilitation: The Next Frontier in the Management of Cardiometabolic Disorders
Publication ASVSim (AirSim for Surface Vehicles): A High-Fidelity Simulation Framework for Autonomous Surface Vehicle Research
; ; ; ; ; Journal article2026, IEEE ACCESS, 14, p.63803-63820Publication Automated Testbench for Hybrid Machine Learning-Based Worst-Case Energy Consumption Analysis on Batteryless IoT Devices
Journal article2021, ENERGIES, (14) 13, p.3914Publication AUTONOMOUS PORT NAVIGATION WITH RANGING SENSORS USING MODEL-BASED REINFORCEMENT LEARNING
Proceedings paper2023, ASME 42nd International Conference on Ocean, Offshore and Arctic Engineering (OMAE), JUN 11-16, 2023Publication C-SMART: A preprocessor for neural network performance and reliability under radiation
Journal article2025, MICROELECTRONICS RELIABILITY, (173) October, p.115859