Why it is Unfortunate that Linear Machine Learning “Works” so well in Electromechanical Switching of Ferroelectric Thin Films
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Materials"
DOI: 10.1002/adma.202202814
Abstract: Machine learning (ML) is relied on for materials spectroscopy. It is challenging to make ML models fail because statistical correlations can mimic the physics without causality. Here, using a benchmark band‐excitation piezoresponse force microscopy polarization… read more here.
Keywords: spectroscopy; machine learning; unfortunate linear; electromechanical switching ... See more keywords
Electrospinning Sedimentary Microstructure Feedback Control by Tuning Substrate Linear Machine Velocity
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2017.2703868
Abstract: These years have witnessed increasing research works and new technologies on manufacture of micro-/nanoscale flexible and tractile electronic devices. Orderly bead-on-string microstructures fabricated by electrospinning processes have applications in flexible and tractile sensors, artificial tissues… read more here.
Keywords: linear machine; control; velocity; feedback control ... See more keywords
A Novel PM-Free High-Speed Linear Machine With Amorphous Primary Core
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Magnetics"
DOI: 10.1109/tmag.2017.2701152
Abstract: This paper proposes a novel dc-excited flux-modulated linear machine with a new primary structure for utilizing amorphous core. Although amorphous core is regarded as a good candidate in highly efficient electric machines, and is being… read more here.
Keywords: machine; core; linear machine; primary core ... See more keywords
A Novel Hybrid-Excitation Switched-Flux Linear Machine With Partitioned-Excitations
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Magnetics"
DOI: 10.1109/tmag.2019.2940532
Abstract: This article proposes a novel hybrid-excitation switched-flux linear machine with partitioned-excitations (PE-HESFLM), which places the armature windings and field winding into different primaries. It can be geometrically taken as the combination of a conventional flux-switching… read more here.
Keywords: novel hybrid; machine; switched flux; hybrid excitation ... See more keywords
Robust Design and Analysis of Asymmetric-Excited Flux Reversal PM Linear Machine for Long-Stroke Direct Drive Propulsion
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Magnetics"
DOI: 10.1109/tmag.2021.3072501
Abstract: This article proposes a novel asymmetric-excited flux reversal permanent magnet linear machine (AE-FRPMLM). Different from the conventional FRPMLM with uniform “NS-NS” permanent magnet (PM) sequence, the proposed AE-FRPMLM adopts an asymmetric “NSN-S” PM sequence, which… read more here.
Keywords: machine; flux reversal; asymmetric excited; excited flux ... See more keywords