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Namangan Institute of Engineering and Technology nammti uz
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Bog'liq Тўплам3. Cost-Effectiveness :
Although the initial setup may be costly, in the long run, automating the process can lead to
significant savings in labor costs.
Challenges and Considerations :
While AI promises numerous benefits, there are challenges to consider. Collecting a
sufficiently diverse dataset, ensuring the AI model is robust against various real-world scenarios,
and the initial investment required are notable concerns.
Conclusion: As the world leans more towards automation, the silk industry is no exception.
AI-driven cocoon separation can revolutionize the industry, ensuring higher quality silk production
and more efficient processes. While challenges exist, the potential rewards in terms of efficiency,
consistency, and cost-saving are significant, making it a worthy avenue of exploration for producers
and stakeholders.
References :
1. Asakura, T.; Kametani, S.; Suzuki, Y. Encyclopedia of Polymer Science and Technology; John
Wiley & Sons, Inc.: Hoboken, NJ, USA, 2018; pp. 1–19.
2. Rockwood, D.N.; Preda, R.C.; Yücel, T.; Wang, X.; Lovett, M.L.; Kaplan, D.L. Materials
fabrication from bombyx mori silk fibroin. Nat. Protoc. 2011, 6, 1612. [CrossRef] [PubMed]
3. Sprague, K.U. Bombyx mori silk proteins: Characterization of large polypeptides.
Biochemistry 1975, 14, 925–931. [CrossRef] [PubMed]
4. Matsuura, S.; Morimoto, T.; Nagata, S.; Tashiro, Y. Studies on the posterior silk gland of the
silkworm, bombyx mori. II. Cytolytic processes in posterior silk gland cells during metamorphosis
from larva to pupa. J. Cell Biol. 1968, 38, 589–603. [CrossRef] [PubMed]
5. Murugesh Babu, K. Introduction to silk and sericulture. In Silk; Elsevier: Amsterdam, The
Netherlands, 2013; pp. 1–32.
SUN'IY INTELLEKT NEYRON TARMOQLAR DARAXTI
A.A.Axmadaliyev
Namangan muhandislik-texnologiya instituti
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