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20222026
most citedIntroducing a Deep Neural Network-based Model Predictive Control Framework for Rapid Controller Implementation

13 citations · 18 across the 3 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

eess.SY2022

Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines

Armin Norouzi, Saeid Shahpouri, David Gordon +6

The high thermal efficiency and reliability of the compression-ignition engine makes it the first choice for many applications. For this to continue, a reduction of the pollutant e…

eess.SY2022★ 3 cited

Deep Learning based Model Predictive Control for Compression Ignition Engines

Armin Norouzi, Saeid Shahpouri, David Gordon +6

Machine learning (ML) and a nonlinear model predictive controller (NMPC) are used in this paper to minimize the emissions and fuel consumption of a compression ignition engine. In…