14 citations · 26 across the 7 of their papers we have counts for
4 papers · 1 filter
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…
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…
Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems
Mohammad Reza Amini, Mahdi Shahbakhti, Jing Sun
This paper presents a new predictive second order sliding controller (PSSC) formulation for setpoint tracking of constrained linear systems. The PSSC scheme is developed by combini…
Design of an SI Engine Cold Start Controller based on Dynamic Coupling Analysis
Mohammad Reza Amini, Mahdi Shahbakhti
In this paper, the dynamic couplings among different inputs and outputs of a highly nonlinear spark ignition (SI) engine control problem during the cold start phase are evaluated b…