Published October 5, 2026 | Version v1
Dataset Open

AVTOMOBILLARNING REAL EKSPLUATATSIYA SHAROITIDA YONILG'I SARFIGA TA'SIR ETUVCHI OMILLARNI ANIQLASH VA UNI KAMAYTIRISH USULINI ISHLAB CHIQISH

Authors/Creators

  • 1. Qarshi davlat texnika universiteti, magistrant
  • 2. Worldly Knowledge Publishing Centre

Description

Ushbu maqolada avtomobillarning real ekspluatatsiya sharoitida yonilg‘i sarfiga ta’sir etuvchi asosiy omillar aniqlangan va ularni kamaytirish usullari tadqiq etilgan. Tadqiqotda avtomobilning harakat tezligi, tezlanishi, tormozlanishi, tezlikning o‘zgaruvchanligi hamda haydovchilik uslubining yonilg‘i sarfiga ta’siri baholangan. Real harakat sharoitlaridagi parametrlar asosida statistik va regressiya tahlillari amalga oshirilgan. Yonilg‘i sarfini bashoratlash uchun chiziqli regressiya hamda Random Forest modellaridan foydalanilgan. Natijalar tezlik va harakat dinamikasining o‘zgaruvchanligi yonilg‘i sarfiga sezilarli ta’sir ko‘rsatishini ko‘rsatdi. Random Forest modeli yuqori aniqlikni namoyon qilib, R²=0,956 va MSE=0,003 qiymatlarini berdi. Tadqiqot natijalari avtomobillarni optimal boshqarish, keskin tezlanish va tormozlanishlarni kamaytirish hamda yonilg‘i tejamkorligini oshirish bo‘yicha amaliy tavsiyalar ishlab chiqish imkonini beradi.

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References

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