Hybrid model- and signal-based chatter detection in the milling process
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Mechanical Science and Technology"
DOI: 10.1007/s12206-019-1201-5
Abstract: Chatter causes machining instability and reduces productivity in the metal cutting process. It has negative effects on the surface finish, dimensional accuracy, tool life and machine life. Chatter identification is therefore necessary to control, prevent,… read more here.
Keywords: model; chatter; chatter detection; signal based ... See more keywords
Advanced small‐signal‐based analytical approach to modelling high‐order power converters
Sign Up to like & getrecommendations! Published in 2019 at "IET Power Electronics"
DOI: 10.1049/iet-pel.2018.5677
Abstract: This study devises an advanced small-signal based approach (SSA) to model high-order power converter system (HOPCS); in detail, a 3-Z-network converter which employs a single switch to achieve high voltage gain is utilised as a… read more here.
Keywords: signal based; order; approach; power ... See more keywords
Sigmoni: classification of nanopore signal with a compressed pangenome index
Sign Up to like & getrecommendations! Published in 2024 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btae213
Abstract: Abstract Summary Improvements in nanopore sequencing necessitate efficient classification methods, including pre-filtering and adaptive sampling algorithms that enrich for reads of interest. Signal-based approaches circumvent the computational bottleneck of basecalling. But past methods for signal-based… read more here.
Keywords: classification; signal based; adaptive sampling; signal ... See more keywords
Sig-Lime: A Signal-Based Enhancement of Lime Explanation Technique
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3384277
Abstract: Interpreting machine learning models is facilitated by the widely employed locally interpretable model-agnostic explanation (LIME) technique. However, when extending LIME to signal data, its credibility falters due to perturbation techniques used to generate local datasets.… read more here.
Keywords: signal based; sig lime; lime signal; lime ... See more keywords
Investigation Into Periodic Signal-Based Dithering Modulations for Suppression Sideband Vibro-Acoustics in PMSM Used by Electric Vehicles
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Energy Conversion"
DOI: 10.1109/tec.2020.3046669
Abstract: This paper presents an investigation into sideband vibro-acoustics suppression of the permanent magnet synchronous motor (PMSM), associated with several periodic signal-based dithering modulations. Mathematical derivations of four typical periodic signal-based schemes are deduced with the… read more here.
Keywords: acoustics; investigation; periodic signal; signal based ... See more keywords