An explainable neural network integrating Jiles-Atherton and nonlinear auto-regressive exogenous models for modeling universal hysteresis
L Ni, J Chen, G Chen, D Zhao, G Wang… - … Applications of Artificial …, 2024 - Elsevier
The inherent nonlinear and memory-dependent input-output characteristics of piezoelectric
actuators pose challenges to the precision of piezoelectric positioning systems. In order to …
actuators pose challenges to the precision of piezoelectric positioning systems. In order to …
A hybrid constrained coral reefs optimization algorithm with machine learning for optimizing multi-reservoir systems operation
The continuous growing demand for water, prolonged periods of drought, and climatic
uncertainties attributed mainly to climate change mean surface water reservoirs more than …
uncertainties attributed mainly to climate change mean surface water reservoirs more than …
Modeling of hysteretic response of porous piezo/ferroelectric ceramics
RS Stirbu, L Mitoseriu - Computational Materials Science, 2024 - Elsevier
The hysteretic character of the electromechanic coupling in porous piezoeceramics is a
fundamental issue to be investigated in order to design porous materials with enhanced …
fundamental issue to be investigated in order to design porous materials with enhanced …
Addressing unequal area facility layout problems with the coral reef optimization algorithm with substrate layers
L García-Hernández, JA Garcia-Hernandez… - … Applications of Artificial …, 2020 - Elsevier
Abstract The Unequal Area Facility Layout Problem (UA-FLP) is a relevant task in industrial
manufacturing, in which the disposition of a number of facilities (or departments) in a …
manufacturing, in which the disposition of a number of facilities (or departments) in a …
Prandtl-Ishlinskii modeling for giant magnetostrictive actuator based on internal time-delay recurrent neural network
Giant magnetostrictive actuator (GMA) becomes more promising in precision positioning,
sophisticated manufacturing, and microelectronic system, because of the excellent …
sophisticated manufacturing, and microelectronic system, because of the excellent …
Self-sensing magnetostrictive actuator based on ΔE effect: Design, theoretical modeling and experiment
Giant magnetostrictive material (GMM) has the smart potential to be integrated as a self-
sensing actuator. This paper presents a novel self-sensing giant magnetostrictive actuator …
sensing actuator. This paper presents a novel self-sensing giant magnetostrictive actuator …
Magnetostrictive tactile sensor array for force and stiffness detection
L Weng, G Xie, B Zhang, W Huang, B Wang… - Journal of Magnetism …, 2020 - Elsevier
The sense of touch, also known as tactile perception, enables enhanced ambient
environment awareness for modern robots. Fe-Ga alloys have demonstrated great potential …
environment awareness for modern robots. Fe-Ga alloys have demonstrated great potential …
Dynamic modeling and disturbance rejection compensation for hysteresis nonlinearity of high voltage piezoelectric stack actuators
W Li, K Liu, Z Yang, W Wang - Smart Materials and Structures, 2022 - iopscience.iop.org
High voltage piezoelectric stack actuators (HVPSA) are widely used in the field of active
vibration control of engineering structures due to their strong load capacity, fast response …
vibration control of engineering structures due to their strong load capacity, fast response …
Measurement and analysis of an optimized Jiles–Atherton model considering the influence of temperature applied in magnetic shielding devices
J Sun, J Ren, W Zhou - Journal of Physics D: Applied Physics, 2023 - iopscience.iop.org
Magnetic shielding devices work at different temperatures due to the influence of gas
chamber and environmental temperature in the application of ultra-highly sensitive spin …
chamber and environmental temperature in the application of ultra-highly sensitive spin …
Improved PI hysteresis model with one-sided dead-zone operator for soft joint actuator
M Xu, L Su, S Chen - Sensors and Actuators A: Physical, 2023 - Elsevier
Hysteresis is the inherent characteristic of soft actuator, which seriously weakens its closed-
loop control accuracy and applications in soft grippers, medical equipments and detection …
loop control accuracy and applications in soft grippers, medical equipments and detection …