Volterra-series-based nonlinear system modeling and its engineering applications: A state-of-the-art review

CM Cheng, ZK Peng, WM Zhang, G Meng - Mechanical Systems and Signal …, 2017 - Elsevier
Nonlinear problems have drawn great interest and extensive attention from engineers,
physicists and mathematicians and many other scientists because most real systems are …

Assess deep learning models for Egyptian exchange prediction using nonlinear artificial neural networks

EH Houssein, M Dirar, K Hussain… - Neural Computing and …, 2021 - Springer
Financial analysis of the stock market using the historical data is the exigent demand in
business and academia. This work explores the efficiency of three deep learning (Dl) …

Real-time moisture control in sintering process using offline–online NARX neural networks

Y Jiang, N Yang, Q Yao, Z Wu, W Jin - Neurocomputing, 2020 - Elsevier
Sinter is the main raw material for blast furnace iron making. To provide high quality sinter,
the moisture content of the mixture in the sintering need to be in the best range. However …

Frequency-domain analysis and design of linear feedback of nonlinear systems and applications in vehicle suspensions

Z Xiao, X Jing - IEEE/ASME transactions on mechatronics, 2015 - ieeexplore.ieee.org
Nonlinear vibration control systems (both passive and active) always involve parameter
design and performance optimization tasks. A systematic and novel frequency-domain …

[PDF][PDF] 交通流量VNNTF 神经网络模型多步预测研究

殷礼胜, 何怡刚, 董学平, 鲁照权 - 自动化学报, 2014 - aas.net.cn
摘要研究了VNNTF 神经网络(Volterra neural network traffic flow model, VNNTF)
交通流量混沌时间序列多步预测问题. 通过分析比较交通流量混沌时间序列相空间重构的嵌入维 …

A new convergence analysis for the Volterra series representation of nonlinear systems

YP Zhu, ZQ Lang - Automatica, 2020 - Elsevier
The convergence of the Volterra series representation of nonlinear systems is the
fundamental requirement for the analysis of nonlinear systems in the frequency domain. In …

Axial suspension compliance and compression for enhancing performance of a nonlinear vibration energy harvesting beam system

RL Harne, KW Wang - Journal of Vibration and …, 2016 - asmedigitalcollection.asme.org
Developing energy harvesting platforms that are strongly sensitive to the low and diffused
frequency spectra of common environmental vibration sources is a research objective …

Positioning control of liquid crystal elastomer actuator based on double closed-loop system structure

J Wu, Y Wang, W Ye, CY Su - Control Engineering Practice, 2022 - Elsevier
This paper proposes a control strategy with a double closed-loop system structure to
achieve the positioning control of the photo-responsive liquid crystal elastomer (LCE) …

Identification of cascade dynamic nonlinear systems: A bargaining-game-theory-based approach

Z Xiao, S Shan, L Cheng - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
Cascade dynamic nonlinear systems can describe a wide class of engineering problems,
but little efforts have been devoted to the identification of such systems so far. One of the …

An SIMO nonlinear system approach to analysis and design of vehicle suspensions

Z Xiao, X Jing - IEEE/ASME Transactions on Mechatronics, 2015 - ieeexplore.ieee.org
Vehicle suspension (or vibration control) systems are usually inherently nonlinear and can
be modeled as single input multiple output (SIMO) system. In this paper, parametric …