Design of Bacteria Bottle Clamping Elements Based on Regression Models
Joint Authors
Gao, Wenshuo
Song, Weidong
Ding, Tianhang
Wang, Jiaoling
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-01
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
The fixture design of the bacteria bottle plays a vital role in designing a bottled fungus picking robot to save labor cost in the picking process of bottled fungus.
This paper proposed a kind of clamping element design method based on regression models.
Several sets of clamping elements were designed according to the appearance data of bacteria bottle.
A single-factor test was conducted by using these clamping elements, and three levels of every factor were selected to obtain the desired values of clamping elements.
Then, a Box–Behnken test was performed by selected levels.
The established regression models described a numeric relationship between the variation of vital measurement points and all variation sources under a precise clamping element layout.
To solve the problems in obtaining the direct parameters, a response surface method was presented based on the regression models.
Finally, a test was used to demonstrate the effect of the optimized clamping elements when clamping a bacteria bottle.
Through the related analysis and optimization, it was demonstrated that the holding effect of the clamping elements was the best under these conditions: the inner arc area was 4948 mm2; the downward displacement was 1.48 mm; and the rubber thickness was 3.69 mm.
It showed that the proposed method was feasible, and the assembly quality after optimizing had been greatly improved.
It can provide a reference for designing the bottle fixture of a picking machine.
American Psychological Association (APA)
Gao, Wenshuo& Song, Weidong& Ding, Tianhang& Wang, Jiaoling. 2020. Design of Bacteria Bottle Clamping Elements Based on Regression Models. Journal of Mathematics،Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1188060
Modern Language Association (MLA)
Gao, Wenshuo…[et al.]. Design of Bacteria Bottle Clamping Elements Based on Regression Models. Journal of Mathematics No. 2020 (2020), pp.1-12.
https://search.emarefa.net/detail/BIM-1188060
American Medical Association (AMA)
Gao, Wenshuo& Song, Weidong& Ding, Tianhang& Wang, Jiaoling. Design of Bacteria Bottle Clamping Elements Based on Regression Models. Journal of Mathematics. 2020. Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1188060
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1188060