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Papers matching “input reduction” 118

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Nonlinear Model Reduction Methods for Real-Time Nonlinear Model Predictive Control of Process Systems
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze

0

citations
Sensor Screening Methodology for Virtually Sensing Transmission Input Loads of a Wind Turbine Using Machine Learning Techniques and Drivetrain Simulations
2022 Sensors article Engineering Wind Energy Research and Development Open access

Baher Azzam, Ralf Schelenz, Georg Jacobs

7

citations
Carbon Footprint and Energy Transformation Analysis of Steel Produced via a Direct Reduction Plant with an Integrated Electric Melting Unit
2022 Journal of Sustainable Metallurgy article Engineering Iron and Steelmaking Processes Open access

Julian Suer, Frank Ahrenhold, Marzia Traverso

59

citations
Virtual sensor based on machine learning for estimating gearbox input loads in wind turbines
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Machine Fault Diagnosis Techniques Open access

Baher Azzam

0

citations
Efficient Surface Roughness Prediction in Laser Micromachining via Explainability‐Driven Feature Reduction
2026 Expert Systems article Engineering Laser Material Processing Techniques Open access

Miguel Camacho-Sánchez, Fran Pastor-Naranjo, Luis Correas-Naranjo, Nélida Mirabet-Herranz, Laëtitia Launet, Milena Žurić, +1 more

1

citations
On the role of turbulence distortion on leading-edge noise reduction by means of porosity
2020 Journal of Sound and Vibration article Engineering Aerodynamics and Acoustics in Jet Flows Open access

Riccardo Zamponi, Sutharsan Satcunanathan, Stéphane Moreau, Daniele Ragni, Matthias H. Meinke, Wolfgang Schröder, +1 more

89

citations
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning
2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent

Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg

11

citations
Reduction of distortion by using the low transformation temperature effect for high alloy steels in electron beam welding
2020 Welding in the World article Engineering Welding Techniques and Residual Stresses Open access

Fatma Akyel, Simon Olschok, Uwe Reisgen

15

citations
Dissimilar material combination in laser beam welding: reduction of distortion and residual stress
2020 conference-paper Engineering Welding Techniques and Residual Stresses

Fatma Akyel, Simon Olschok, Uwe Reisgen

2

citations
Eliminating Capacitive Sneak Paths in Associative Capacitive Networks based on Complementary Resistive Switches for In-Memory Computing
2023 IEEE International Memory Workshop (IMW) conference-paper Engineering Advanced Memory and Neural Computing

Tobias Ziegler, Leon Brackmann, Tyler Hennen, Christopher Bengel, Stephan Menzel, Dirk J. Wouters

0

citations
Optimization of a 660 MWe Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency
2020 Energies article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Syed Muhammad Arafat, Sher Afghan, Ahmad Hassan Kamal, Muhammad Asim, +11 more

66

citations
Efficient Prediction of Long-Term Thermal Trends and Peak Temperatures in Milling using a Hybrid Adaptive-Superposition Approach
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Simon Mäge, Tim Göttlich, Simon Fabian Alfred Winter, Hui Liu, Thomas Bergs, Wilko Rohlfs

0

citations
Optimization of the Cold Extrusion Process of SAE 1004 Steel for the Production of Hexagonal Flange Head Screws
2025 Revista de Gestão Social e Ambiental article Engineering Metal Forming Simulation Techniques Open access

Evie Freitas, Diego Pacheco Wermuth, André Rosiak, Lírio Schaeffer

0

citations
Real-time optimization-based energy management strategy for a hybrid wheel loader
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Electric and Hybrid Vehicle Technologies Open access

Yuki Kakichi

0

citations
End-to-End Deep Neural Network Based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission Control
2022 Energies article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Alexander Winkler, Jakub McNally, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, +2 more

18

citations
A multistage stochastic mixed integer optimization model for the design of a renewable fuel supply chain network under demand uncertainty - Supplementary Materials
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Process Optimization and Integration Open access

0

citations
A multistage stochastic mixed integer optimization model for the design of a renewable fuel supply chain network under demand uncertainty - Supplementary Materials
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Process Optimization and Integration Open access

0

citations
A Review on Time Series Aggregation Methods for Energy System Models
2020 Energies article Engineering Integrated Energy Systems Optimization Open access

Maximilian Hoffmann, Leander Kotzur, Detlef Stolten, Martin Robinius

224

citations
Mapping built-up area expansion in landslide susceptible zones using automatic land use/land cover classification
2024 Journal of Earth System Science article Engineering Remote-Sensing Image Classification Open access

Lekshmi S Sunil, Minu Treesa Abraham, Neelima D. Satyam

7

citations
Implementation of a machine learning supported model predictive control for a 5th generation district heating and cooling energy hub
2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Aron Schwartz, K Derzsi, Rahul Karuvingal, Thomas Schreiber, Dirk Müller

6

citations
Effiziente Antriebskonzeptauslegung auf Basis automatisch generierter Fahrzyklen für elektrisch angetriebene Nutzfahrzeuge
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Electric and Hybrid Vehicle Technologies Open access

Gordon Witham

0

citations
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems
2021 IEEE Transactions on Cognitive Communications and Networking article Engineering Advanced MIMO Systems Optimization

Guanghui Fan, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki

28

citations
Relating wear stages in sheet metal forming based on short- and long-term force signal variations
2022 Journal of Intelligent Manufacturing article Engineering Metal Forming Simulation Techniques Open access

Philipp Niemietz, Mia J. K. Kornely, Daniel Trauth, Thomas Bergs

21

citations
Process and Material Analysis of Laser- and Convection-Dried Silicon–Graphite Anodes for Lithium-Ion Batteries
2023 World Electric Vehicle Journal article Engineering Advancements in Battery Materials Open access

Sebastian Wolf, Laura Garbade, Vinzenz Göken, Rebekka Tien, Markus Börner, Daniel Neb, +1 more

11

citations
PEM Electrochemical Hydrogen Compression with Sputtered Pt Catalysts
2023 Membranes article Engineering Fuel Cells and Related Materials Open access

Galin Rusev Borisov, Nevelin Borisov, Jochen Heiss, Uwe Schnakenberg, Evelina P. Slavcheva

11

citations