Selection of proper neural network sizes and architectures—A comparative study

D Hunter, H Yu, MS Pukish III, J Kolbusz… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
One of the major difficulties facing researchers using neural networks is the selection of the
proper size and topology of the networks. The problem is even more complex because often …

Dynamic analysis of a novel moving magnet linear actuator

A Hassan, A Bijanzad, I Lazoglu - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
A novel moving magnet linear actuator is proposed for linear oscillations in the linear
resonant compressors for household refrigerators. This paper provides stator and armature …

Model, analysis, and application of tubular linear switched reluctance actuator for linear compressors

X Xue, KWE Cheng, Z Zhang - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
The tubular linear switched reluctance actuator (TLSRA) is presented in this paper to propel
linear compressors with oscillatory motion. The proposed TLSRA possesses the advantages …

Analysis of tubular linear motors for different shapes of magnets

II Abdalla, T Ibrahim, NM Nor - Ieee Access, 2018 - ieeexplore.ieee.org
This paper presents the analysis of tubular linear motors for different shapes of magnets.
The appropriate option for refrigeration applications is the single-phase tubular permanent …

Sensorless resonance tracking and stroke control of a linear vapor compressor via nonlinear observers

J Latham, ML McIntyre… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Linear compressors have become more common in refrigeration applications due to their
high efficiency. However, in order to achieve efficient and reliable operation of the machine …

Parameter estimation and a series of nonlinear observers for the system dynamics of a linear vapor compressor

J Latham, ML McIntyre… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Linear compressors are becoming more widely utilized in refrigeration for their high
efficiency in comparison with traditional rotary devices. The nature of the free piston in a …

[HTML][HTML] Nature-inspired algorithm implemented for stable radial basis function neural controller of electric drive with induction motor

M Kaminski - Energies, 2020 - mdpi.com
The main point of this paper was to perform the design process for and verify the properties
of an adaptive neural controller implemented for a real nonlinear object—an electric drive …

Improving the accuracy of industrial robots via iterative reference trajectory modification

L Biagiotti, L Moriello… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, a novel repetitive control (RC) scheme is presented and discussed. The
general framework is the control of repetitive tasks of robotic systems or, more in general, of …

Soft-sensor-based flow rate and specific energy estimation of industrial variable-speed-driven twin rotary screw compressor

M Järvisalo, T Ahonen, J Ahola… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Energy costs are typically the largest cost element in the life-cycle of a compressed-air
system (CAS). Real-time usage information as well as historical data can help identify …

A combined B-spline-neural-network and ARX model for online identification of nonlinear dynamic actuation systems

M Folgheraiter - Neurocomputing, 2016 - Elsevier
This paper presents a block oriented nonlinear dynamic model suitable for online
identification. The model has the well known Hammerstein architecture where as a novelty …