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Papers matching “network load reduction” 37

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Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system
2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Thomas Schreiber, Sören Eschweiler, Marc Baranski, Dirk Müller

66

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
Probabilistic Load Forecasting for Day-Ahead Congestion Mitigation
2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) conference-paper Engineering Energy Load and Power Forecasting Open access

Gonca Gürses-Tran, Hendrik Flamme, Antonello Monti

9

citations
Willing to Wait? Acceptance for Load Management at e-Vehicle Charging Stations in Germany
2024 International Conference on the European Energy Market (EEM) conference-paper Engineering Electric Vehicles and Infrastructure

Paul Fabianek, Reinhard Madlener

4

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

Jan C. Schulze

0

citations
DLC-coated spur gears – part I: friction reduction
2021 Industrial Lubrication and Tribology article Engineering Gear and Bearing Dynamics Analysis

Andreas Ziegltrum, Martin Ebner, Thomas Lohner, Karsten Stahl, Kirsten Bobzin, T. Brögelmann, +2 more

12

citations
Spectral contact networks for granular base load spreading
2026 International Journal of Mechanical Sciences article Engineering Geotechnical Engineering and Soil Mechanics Open access

Dong Feng

6

citations
Thermal Control of a Permanent Magnet Synchronous Machine with a Thermal Neural Network
2025 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Engineering Electric Motor Design and Analysis

Anna Isabel Ramones, Sung-Yong Lee, Jakob Andert

1

citations
A Hybrid Cloud-to-Edge Predictive Maintenance Platform
2021 Information fusion and data science book-chapter Engineering Digital Transformation in Industry

Angelo Marguglio, Sven Jung, Robert Siegburg, Robert Heinrich Schmitt, Simone Monaco, Daniele Apiletti, +3 more

0

citations
Damage Detection in Strain Gauge Networks Using Reduced Measurement Outputs
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Lucas Dietz, Kai‐Uwe Schröder

0

citations
Adaptive Modulation of Resonant DAB Converters for Wide Range ZVS Operation With Minimum Reactive Circulating Power
2022 IEEE Transactions on Industry Applications article Engineering Advanced DC-DC Converters Open access

L. D. James, C. A. Teixeira, Richardt Howard Wilkinson, Brendan Peter McGrath, Donald Grahame Holmes, Jan Riedel

23

citations
Embedded Real-Time Nonlinear Model Predictive Control for the Thermal Torque Derating of an Electric Vehicle
2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Alexander Winkler, Jonathan Frey, Timm Fahrbach, Gianluca Frison, René Scheer, Moritz Diehl, +1 more

10

citations
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor
2023 International Journal of Numerical Methods for Heat &amp Fluid Flow article Engineering Turbomachinery Performance and Optimization

Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li

3

citations
Principal component density estimation for scenario generation using normalizing flows
2022 Data-Centric Engineering article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Alexander Mitsos, Raul F. Tempone, Manuel Dahmen

14

citations
Principal Component Density Estimation for Scenario Generation Using Normalizing Flows
2021 arXiv (Cornell University) preprint Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Alexander Mitsos, Raul F. Tempone, Manuel Dahmen

0

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
Sequential Multiuser Scheduling and Power Allocation for Clustered Cell-Free Massive MIMO Networks
2023 European Signal Processing Conference (EUSIPCO) conference-paper Engineering Advanced MIMO Systems Optimization

Saeed Mashdour, Rodrigo C. de Lamare, Anke Schmeink, João P. S. H. Lima

2

citations
Estimation of Potentials in Lithium-Ion Batteries Using Machine Learning Models
2021 IEEE Transactions on Control Systems Technology article Engineering Advanced Battery Technologies Research

Weihan Li, Damas W. Limoge, Dirk Uwe Sauer, Anuradha M. Annaswamy

41

citations
Objectives, Requirements and Implementation of a Service Restoration Algorithm for AC-DC Distribution Grids
2022 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Optimal Power Flow Distribution Open access

Alberto Dognini, Ferdinanda Ponci, Antonello Monti

1

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

5

citations
A comparative co-simulation analysis to improve the sustainability of cogeneration-based district multi-energy systems using photovoltaics, power-to-heat, and heat storage
2023 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access

Erdmann Anselm, Anna Marcellan, Jan Stock, David Neuroth, Christian Utama, Michael Suriyah, +16 more

24

citations
Deep Learning based Model Predictive Control for Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, +2 more

3

citations
Verfahren zur Bewertung des dynamischen Verhaltens von Spannungsregelungen zur Flickerreduzierung
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Power Quality and Harmonics Open access

Reinhold Bertram

0

citations
Service Restoration of AC–DC Distribution Grids Based on Multiple-Criteria Decision Analysis
2023 IEEE Access article Engineering Optimal Power Flow Distribution Open access

Alberto Dognini, Mirko Ginocchi, Edoardo De Din, Ferdinanda Ponci, Antonello Monti

10

citations
Estimation of rotor and main bearing loads using artificial neural networks
2022 Journal of Physics Conference Series conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Amin Loriemi, Georg Jacobs, Dennis Bosse

8

citations