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Papers matching “deterministic algorithms” 34

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The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm design for electric mode
2023 Energy article Engineering Electric and Hybrid Vehicle Technologies Open access

Jiageng Ruan, Changcheng Wu, Zhaowen Liang, Kai Liu, Bin Li, Weihan Li, +1 more

56

citations
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
Addressing Mixed-Integer Nonlinear Energy Management in Hybrid Vehicles: Comparing Genetic Algorithm and Sequential Quadratic Programming Within Model Predictive Control
2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Ferris Herkenrath, Silas Koßler, Marco Günther, Stefan Pischinger

1

citations
A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0
2020 IEEE Access article Engineering Control Systems and Identification Open access

Hamid Khayyam, Ali Jamali, Alireza Bab‐Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, +1 more

69

citations
Efficient and Robust Power Flow Algorithm for Asynchronous Grids Coupled Through a VSC-MTDC System and Its Probability Analysis
2022 IEEE Systems Journal article Engineering HVDC Systems and Fault Protection

Qian Cheng, Xingyu Lin, Sui Peng, Junjie Tang, Ferdinanda Ponci, Antonello Monti

6

citations
A novel energy management framework for retired battery-integrated microgrid with peak shaving and frequency regulation
2024 Energy article Engineering Microgrid Control and Optimization Open access

Yuyang Wan, Hancheng Zhang, Yuanyuan Hu, Yanbo Wang, Xueshan Liu, Zhe Chen

19

citations
A Robust Approach to the Capacitated Vehicle Routing Problem with Uncertain Costs
2020 INFORMS Journal on Optimization article Engineering Vehicle Routing Optimization Methods Open access

Lars Eufinger, Jannis Kurtz, Christoph Buchheim, Uwe Clausen

16

citations
GPU based model-predictive path control for self-driving vehicles
2021 IEEE Intelligent Vehicles Symposium conference-paper Engineering Vehicle Dynamics and Control Systems

Eduard Chajan, Joschua Schulte-Tigges, Michael Reke, Alexander Ferrein, Dominik Matheis, Thomas J. Walter

9

citations
Simulation of strategic bidding for battery storage and e-mobility in local flexibility markets with multi-agent reinforcement learning
2022 IET conference proceedings. conference-paper Engineering Smart Grid Energy Management

J. Tran, L. Gajewski, P. Pfeifer, S. Krahl, A. Moser

0

citations
neuroAIx: FPGA Cluster for Reproducible and Accelerated Neuroscience Simulations of SNNs
2023 IEEE Nordic Circuits and Systems Conference (NorCAS) conference-paper Engineering Advanced Memory and Neural Computing

Kevin Kauth, Tim Stadtmann, Vida Sobhani, Tobias Gemmeke

8

citations
Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling
2023 Journal of Intelligent Manufacturing book-chapter Engineering Metallurgy and Material Forming Open access cited by 1 patent

Christian Idzik, Achim Kramer, G. Hirt, Johannes Lohmar

22

citations
Decision‐Support Modeling for Building Retrofit Planning Across Individual Buildings and Building Stocks
2026 International Journal of Energy Research article Engineering Building Energy and Comfort Optimization Open access

Nico Fuchs, Jan Richarz, Dirk Müller

0

citations
Time-domain computing in hardware accelerators for edge applications
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Low-power high-performance VLSI design Open access

Jie Lou, Tobias Gemmeke, Nima TaheriNejad

0

citations
Complexity Analysis of stochastic gradient methods for PDE-constrained optimal Control Problems with uncertain parameters
2021 ESAIM Mathematical Modelling and Numerical Analysis article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Matthieu Martin, Sebastian Krumscheid, Fabio Nobile

27

citations
Bilevel optimization for joint scheduling of production and energy systems
2022 Optimization and Engineering article Engineering Process Optimization and Integration Open access

Ludger Leenders, Dörthe Franzisca Hagedorn, Hatim Djelassi, André Bardow, Alexander Mitsos

9

citations
Testing distributed trajectory planning in the cyber-physical mobility lab
2023 at - Automatisierungstechnik article Engineering Traffic control and management Open access

Maximilian Kloock, Patrick Scheffe, Bassam Alrifaee

2

citations
Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-Based Method With Bayesian Optimization
2026 IEEE Transactions on Network Science and Engineering article Engineering Advanced Wireless Network Optimization

Wei Gao, Paul Zheng, Peng Wu, Yulin Hu, Anke Schmeink

1

citations
Real-Time Reservoir Operation by Tree-Based Model Predictive Control Including Forecast Uncertainty
2020 conference-abstract Engineering Water resources management and optimization Open access

Gökçen Uysal, Rodolfo Alvarado Montero, Dirk Schwanenberg, Aynur Şensoy

1

citations
Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization
2025 arXiv (Cornell University) preprint Engineering Advanced Wireless Network Optimization Open access

Wei Gao, Paul Zheng, Peng Wu, Yulin Hu, Anke Schmeink

0

citations
Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization
2025 RWTH Publications (RWTH Aachen) article Engineering Advanced Wireless Network Optimization Open access

Wei Gao, Paul Zheng, Peng Wu, Yulin Hu, Anke Schmeink

0

citations
Probabilistic Simulation of a Railway Timetable
2020 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Railway Systems and Energy Efficiency Open access

Rebecca Haehn, Erika Ábrahám, Nils Nießen

6

citations
Data-Driven Surrogate Models for Bearing Capacity of Spatially Random Soils
2024 conference-paper Engineering Geotechnical Engineering and Analysis

Hoang Nguyen, Hao Feng Xu, Xuzhen He, Xiaojun Chen, Rita Leal Sousa

3

citations
Prediction of OES intensity ratios based on coating unit data in HPPMS processes by ANN
2023 Journal of Physics D Applied Physics article Engineering Plasma Diagnostics and Applications Open access

Kirsten Bobzin, C. Kalscheuer, Max Philip Möbius

2

citations
Adaptive Cardiorespiratory Separation With Harmonic Models and Filters: The Case of Electrical Impedance Tomography
2025 IEEE Transactions on Biomedical Engineering article Engineering Electrical and Bioimpedance Tomography

Diogo Silva, Thomas Muders, Sebastian Daniel Reinartz, Christian Putensen, Steffen K. Leonhardt

2

citations
Design and Analysis of a Torque Controller for an IPMSM using Reinforcement Learning
2023 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) conference-paper Engineering Sensorless Control of Electric Motors

Hafsa Murtaza Kaboolio, Anne von Hoegen, Rik W. De Doncker, Nisai H. Fuengwarodsakul

0

citations