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20232026
most citedIntroducing a Deep Neural Network-based Model Predictive Control Framework for Rapid Controller Implementation

13 citations · 17 across the 2 of their papers we have counts for

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eess.SY2026

Hydrogen-Diesel Dual-Fuel Engine Operation Using Real-Time GRU-Based Nonlinear Model Predictive Control

Alexander Winkler, Vasu Sharma, Julian Bedei +4

Hydrogen-diesel dual-fuel (H2DF) combustion reduces combustion-out CO2 emissions but exhibits nonlinear cycle-to-cycle dynamics at high hydrogen energy shares (HES). This work eval…

eess.SY2023★ 13 cited

Introducing a Deep Neural Network-based Model Predictive Control Framework for Rapid Controller Implementation

David C. Gordon, Alexander Winkler, Julian Bedei +3

Model Predictive Control (MPC) provides an optimal control solution based on a cost function while allowing for the implementation of process constraints. As a model-based optimal…