SUN’IY INTELLEKT YORDAMIDA ISHLAB CHIQARISH RESURSLARIDAN SAMARALI FOYDALANISH
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https://doi.org/10.5281/zenodo.20558976##article.subject##:
sun’iy intellekt, resurs samaradorligi, xom ashyo, energiya boshqaruvi, ishchi kuchi rejalashtirish, ishlab chiqarish jadvallashtirish, bashoratli analitika, optimallashtirish, chiqindilarni kamaytirish, barqaror ishlab chiqarish, Sanoat 4.0, tejamkor ishlab chiqarish, resurs optimallashtirish##article.abstract##
Ushbu maqolada sun’iy intellekt (SI) texnologiyalari yordamida ishlab chiqarish resurslari — xom ashyo,
energiya, inson resurslari va vaqtdan samarali foydalanish masalalari tadqiq qilingan. Tadqiqotda nazariy tahlil, xalqaro
amaliyotlarni qiyosiy o‘rganish hamda mashinali o‘rganish, bashoratli analitika va optimallashtirish algoritmlarining resurs
samaradorligiga ta’sirini baholash usullari qo‘llanilgan. Natijalar shuni ko‘rsatadiki, SI asosidagi resurs boshqaruvi tizimlari
xom ashyo isrofgarchiligini kamaytirish, energiya sarfini optimallashtirish, ishchi kuchidan samarali foydalanish va ishlab
chiqarish siklini qisqartirish imkonini beradi. Xalqaro tajriba misolida Unilever, BASF, Schneider Electric va Toyota kabi
yetakchi kompaniyalarning SI resurs boshqaruvi amaliyotlari tahlil qilinib, ularning erishgan natijalari ochib berilgan.
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