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   Articles with "hammerstein model" as a keyword



An Over-Sampling Amplitude-Limited Variational Bayesian Method for the Identification of Hammerstein Model

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3044272

Abstract: Chemical industrial processes involve numerous multivariable nonlinear systems. Nonlinear Muli-Input Muli-Output (MIMO) models seem more suitable to represent most systems and control problems in industrial processes. Furthermore, the outputs of the real systems might be… read more here.

Keywords: hammerstein model; model; variational bayesian; bayesian method ... See more keywords

A Hierarchical Identification Method for Lithium-Ion Battery SOC Based on the Hammerstein Model

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recommendations! Published in 2023 at "Journal of The Electrochemical Society"

DOI: 10.1149/1945-7111/acd354

Abstract: The two-input one-output Hammerstein model consists of two parallel nonlinear static blocks followed by a linear dynamic part. By using Hammerstein structure to map the relationship between a battery state of charge (SOC) and its… read more here.

Keywords: battery soc; lithium ion; hammerstein model; model ... See more keywords

Inverse feedforward control of piezoelectric actuators using optimized composite neural network-based Hammerstein model

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recommendations! Published in 2024 at "Journal of Intelligent Material Systems and Structures"

DOI: 10.1177/1045389x241286184

Abstract: Graphical Abstract This paper utilizes the optimized composite neural network (OCNN)-Hammerstein model to directly identify the dynamic inverse hysteresis effect, employing it as a feedforward controller to compensate for the rate-dependent and amplitude-dependent dynamic hysteresis… read more here.

Keywords: hammerstein model; neural network; optimized composite; hammerstein ... See more keywords

Digital cancellation scheme and hardware implementation for high-order passive intermodulation interference based on Hammerstein model

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recommendations! Published in 2019 at "China Communications"

DOI: 10.23919/jcc.2019.09.012

Abstract: Passive intermodulation (PIM) interference urgently needs to be solved in the satellite communication system, owing to degrading the whole performance. Mainstream research contributions to the cancellation method for PIM were focused on the analog domain,… read more here.

Keywords: hammerstein model; pim; passive intermodulation; cancellation ... See more keywords