Predictions of Solar Activity Cycles 25 and 26 using Nonlinear Autoregressive Exogenous Neural Networks
Sign Up to like & getrecommendations! Published in 2023 at "Monthly Notices of the Royal Astronomical Society"
DOI: 10.1093/mnras/stad1460
Abstract: This study presents new prediction models of the 11-year solar activity cycles (SC) 25 and 26 based on multiple activity indicator parameters. The developed models are based on the use of Nonlinear Autoregressive Exogenous (NARX)… read more here.
Keywords: autoregressive exogenous; activity cycles; activity; solar activity ... See more keywords
Fatigue level detection using multivariate autoregressive exogenous nonlinear modeling based on driver body pressure distribution
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering"
DOI: 10.1177/09544070211014290
Abstract: Prolonged driving causes symptoms of fatigue in drivers and changes their physical condition during driving. The purpose of this paper is to use a force measurement system located in the driver’s seat by force-sensitive resistance… read more here.
Keywords: autoregressive exogenous; driver body; fatigue; fatigue level ... See more keywords
Multivariable nonlinear predictive control of a clinker sintering system at different working states by combining artificial neural network and autoregressive exogenous
Sign Up to like & getrecommendations! Published in 2020 at "Advances in Mechanical Engineering"
DOI: 10.1177/1687814019896509
Abstract: The clinker sintering system is widely controlled manually in the factory, and there is a large divergence between a linearized control model and the nonlinear rotary kiln system, so the controlled variables cannot be calculated… read more here.
Keywords: autoregressive exogenous; system; sintering system; clinker sintering ... See more keywords
Neuromuscular Control Modelling of Human Perturbed Posture Through Piecewise Affine Autoregressive With Exogenous Input Models
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2021.804904
Abstract: In this study, the neuromuscular control modeling of the perturbed human upright stance is assessed through piecewise affine autoregressive with exogenous input (PWARX) models. Ten healthy subjects underwent an experimental protocol where visual deprivation and… read more here.
Keywords: exogenous input; control; neuromuscular control; piecewise affine ... See more keywords
Design of Nonlinear Marine Predator Heuristics for Hammerstein Autoregressive Exogenous System Identification with Key-Term Separation
Sign Up to like & getrecommendations! Published in 2023 at "Mathematics"
DOI: 10.3390/math11112512
Abstract: Swarm-based metaheuristics have shown significant progress in solving different complex optimization problems, including the parameter identification of linear, as well as nonlinear, systems. Nonlinear systems are inherently stiff and difficult to optimize and, thus, require… read more here.
Keywords: predator heuristics; autoregressive exogenous; identification; marine predator ... See more keywords