Machine Learning-Based Modeling and Predictive Control of Combustion Phasing and Load in a Dual-Fuel Low-Temperature Combustion Engine
M Punasiya, AK Sarangi - SAE International Journal of Engines, 2024 - sae.org
Reactivity-controlled compression ignition (RCCI) engine is an innovative dual-fuel strategy,
which uses two fuels with different reactivity and physical properties to achieve low …
which uses two fuels with different reactivity and physical properties to achieve low …
A sequential learning algorithm for probabilistically robust controller tuning
We introduce a sequential learning algorithm to address a robust controller tuning problem,
which in effect, finds (with high probability) a candidate solution satisfying the internal …
which in effect, finds (with high probability) a candidate solution satisfying the internal …
Model predictive controller tuning by machine learning and ordinal optimisation
R Chin - 2022 - etheses.bham.ac.uk
While for the past several decades model predictive control (MPC) has been an established
control strategy in chemical process industries, more recently there has been increased …
control strategy in chemical process industries, more recently there has been increased …
Ordinal Optimisation for the Gaussian Copula Model
We present results on the estimation and evaluation of success probabilities for ordinal
optimisation over uncountable sets (such as subsets of $\mathbb {R}^{d} $). Our formulation …
optimisation over uncountable sets (such as subsets of $\mathbb {R}^{d} $). Our formulation …