SUN’IY INTELLEKT YORDAMIDA ISHLAB CHIQARISH SAMARADORLIGINI OSHIRISH YO‘LLARI
DOI:
https://doi.org/10.5281/zenodo.20558756Abstract
Ushbu maqolada sun’iy intellekt (SI) texnologiyalari yordamida ishlab chiqarish samaradorligini oshirishning
asosiy yo‘llari va mexanizmlari tadqiq qilingan. Tadqiqotda nazariy tahlil, xalqaro amaliyotlarni qiyosiy o‘rganish hamda
SI asosidagi optimallashtirish, avtomatlashtirish, bashorat qilish va qaror qabul qilishni qo‘llab-quvvatlash tizimlarining
samaradorligini baholash usullari qo‘llanilgan. Natijalar shuni ko‘rsatadiki, SI texnologiyalarini strategik qo‘llash ishlab
chiqarish unumdorligini sezilarli darajada oshirish, resurslardan samarali foydalanish, chiqindilarni kamaytirish va
umumiy operatsion xarajatlarni pasaytirish imkonini beradi. Xalqaro tajriba misolida Toyota, Siemens, General Electric va
Foxconn kabi yetakchi sanoat korxonalarining SI qo‘llash amaliyotlari tahlil qilinib, ularning samaradorlik ko‘rsatkichlari
ochib berilgan. Ishlab chiqarish samaradorligini oshirishda SI ni joriy etishning asosiy bosqichlari, muhim omillari va
kutilayotgan natijalar asoslab berilgan.
Keywords
Sun’iy intellekt, ishlab chiqarish samaradorligi, unumdorlik, optimallashtirish, avtomatlashtirish, bashoratli analitika, resurs samaradorligi, raqamli transformatsiya, aqlli ishlab chiqarish, Sanoat 4.0, tejamkor ishlab chiqarishReferences
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