PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3179950
Abstract: This article describes a novel concept to optimize manufacturing systems distributively through data-based learning. We propose a game-theoretic (GT) learning set-up that is incorporated with accessible control code of the programmable logic controller (PLC) to… read more here.
Keywords: plc informed; game theoretic; theoretic learning; energy ... See more keywords
Composite Antidisturbance Control for Non-Gaussian Stochastic Systems via Information-Theoretic Learning Technique.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3086032
Abstract: In this article, a novel composite hierarchical antidisturbance control (CHADC) algorithm aided by the information-theoretic learning (ITL) technique is developed for non-Gaussian stochastic systems subject to dynamic disturbances. The whole control process consists of some… read more here.
Keywords: control; antidisturbance control; theoretic learning; information theoretic ... See more keywords