SUN’IY INTELLEKT YORDAMIDA ISHLAB CHIQARISHDA XARAJATLARNI KAMAYTIRISH VA MAHSULDORLIKNI OSHIRISH
DOI:
https://doi.org/10.65164/e688jd62Kalit so‘zlar:
sun’iy intellekt, ishlab chiqarish, mahsuldorlik, xarajatlarni kamaytirish, avtomatlashtirish, raqamli texnologiyalar, sanoat korxonalari, optimallashtirish, logistika, ta’minot zanjiri, innovatsiyaAbstrak
Ushbu maqolada ishlab chiqarish korxonalarida sun’iy intellekt texnologiyalaridan foydalanish orqali xarajatlarni kamaytirish va mahsuldorlikni oshirish masalalari tahlil qilinadi. Xususan, ishlab chiqarish jarayonlarini avtomatlashtirish, uskunalar faoliyatini monitoring qilish, nosozliklarni oldindan aniqlash hamda resurslardan samarali foydalanish imkoniyatlari ko‘rib chiqiladi. Shuningdek, sun’iy intellekt asosida logistika va ta’minot zanjirini optimallashtirish orqali iqtisodiy samaradorlikni oshirish yo‘llari yoritiladi. Maqolada ushbu texnologiyalarni joriy etish bilan bog‘liq muammolar va ularni bartaraf etish bo‘yicha takliflar ham keltiriladi.
Havolalar
1.
Russell, S., Norvig, P. Artificial Intelligence: A Modern Approach. Pearson Education, 2021.
2.
Goodfellow, I., Bengio, Y., Courville, A. Deep Learning. MIT Press, 2016.
3.
W. Stallings. Artificial Intelligence and Machine Learning. Pearson, 2020.
4.
OECD. AI in Industry and Productivity Report. OECD Publishing, 2023.
1405
5.
McKinsey Global Institute. The Future of Work and AI Automation. 2022.
6.
Davenport, T., Ronanki, R. “Artificial Intelligence for the Real World.” Harvard Business Review, 2018.
7.
IBM Research. AI in Manufacturing: Use Cases and Applications. IBM, 2023.
8.
World Economic Forum. The Impact of AI on Global Manufacturing. 2024.
9.
Kagermann, H. Industry 4.0: Smart Manufacturing Systems. Springer, 2019.
10.
Zhang, J. et al. “Smart Manufacturing Systems Using AI.” Journal of Manufacturing Systems, 2021.
11.
Lu, Y. “Artificial Intelligence in Industrial Applications.” IEEE Access, 2022.
12.
Deloitte Insights. AI-Driven Productivity in Industry. Deloitte, 2023.
13.
Porter, M., Heppelmann, J. “How Smart, Connected Products Are Transforming Competition.” Harvard Business Review, 2015.
14.
Kaggle Datasets. Industrial AI Case Studies and Applications. 2023.
15.
O‘zbekiston Respublikasi Raqamli texnologiyalar vazirligi. Raqamli iqtisodiyot va AI rivojlanishi bo‘yicha hisobot. 2024.