Piezoelectric Hysteresis Modeling of Hybrid Driven Three-Dimensional Elliptical Vibration Aided Cutting System Based on an Improved Flower Pollination Algorithm Article Swipe
YOU?
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· 2021
· Open Access
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· DOI: https://doi.org/10.3390/mi12121532
Three-dimensional elliptical vibration assisted cutting technology has been widely used in the past few years. The piezoelectric stack drive structure is an important part of the three-dimensional elliptical vibration aided cutting system. Its piezoelectric hysteresis characteristics affects the final output of the elliptical trajectory. Aiming at this problem, a piezoelectric hysteresis modeling method based on a generalized Bouc–Wen model is presented in this paper. An improved flower pollination algorithm (IFPASO) was used to identify Bouc–Wen model parameters. Standard test result shows that IFPASO has better algorithm performance. The model identification effect experiment proved that the Bouc–Wen model obtained by IFPASO identification, the highest modeling accuracy of the three axial subsystems, can reach 98.86%. Therefore, the model can describe the piezoelectric hysteresis characteristics of the three axial subsystems of the 3D-EVC system effectively and has higher modeling accuracy and fitting accuracy.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/mi12121532
- https://www.mdpi.com/2072-666X/12/12/1532/pdf?version=1639062103
- OA Status
- gold
- Cited By
- 3
- References
- 26
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4200191511
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4200191511Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3390/mi12121532Digital Object Identifier
- Title
-
Piezoelectric Hysteresis Modeling of Hybrid Driven Three-Dimensional Elliptical Vibration Aided Cutting System Based on an Improved Flower Pollination AlgorithmWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-12-09Full publication date if available
- Authors
-
Xifeng Fu, Hong Gong, Mingming Lu, Jiakang Zhou, Jieqiong Lin, Yongsheng Du, Ruiqi ZhouList of authors in order
- Landing page
-
https://doi.org/10.3390/mi12121532Publisher landing page
- PDF URL
-
https://www.mdpi.com/2072-666X/12/12/1532/pdf?version=1639062103Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.mdpi.com/2072-666X/12/12/1532/pdf?version=1639062103Direct OA link when available
- Concepts
-
Hysteresis, Vibration, Piezoelectricity, Pollination, Materials science, Acoustics, Algorithm, Computer science, Physics, Botany, Biology, Condensed matter physics, PollenTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2, 2022: 1Per-year citation counts (last 5 years)
- References (count)
-
26Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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