Misalan da Binciken Hankali na Wucin Gadi a Tsarkakewa

1. Ganowa da Ingantawa a fannin Sarrafa Ma'adanai

A fannin tsarkake ma'adinai, wata masana'antar sarrafa ma'adinai ta gabatar da wanitsarin gane hoto mai zurfi bisa ilmantarwa‌ don nazarin ma'adinai a ainihin lokaci. Algorithms na AI suna gano halayen zahiri na ma'adinai daidai (misali, girma, siffa, launi) don rarrabawa da kuma tantance ma'adinan da ke da inganci cikin sauri. Wannan tsarin ya rage ƙimar kuskuren rarrabawa da hannu na gargajiya daga 15% zuwa 3%, yayin da yake ƙara ingancin sarrafawa da 50%.
"Bincike‌: Ta hanyar maye gurbin ƙwarewar ɗan adam da fasahar gane gani, AI ba wai kawai yana rage farashin aiki ba, har ma yana haɓaka tsarkin kayan masarufi, yana shimfida harsashi mai ƙarfi don matakan tsarkakewa na gaba.

2. Kula da Sigogi a Masana'antar Kayan Semiconductor

Intel yana amfani da wani kamfaninTsarin sarrafawa wanda AI ke jagorantaa cikin samar da wafer na semiconductor don sa ido kan mahimman sigogi (misali, zafin jiki, kwararar iskar gas) a cikin hanyoyin kamar adana tururi na sinadarai (CVD). Samfuran koyon injina suna daidaita haɗakar sigogi akai-akai, suna rage matakan ƙazanta na wafer da kashi 22% da ƙara yawan amfanin ƙasa da kashi 18%.
"Bincike‌: AI tana kama alaƙar da ba ta layi ba a cikin matakai masu rikitarwa ta hanyar ƙirar bayanai, tana inganta yanayin tsarkakewa don rage riƙe datti da inganta tsarkin abu na ƙarshe.

3. Tantancewa da Tabbatar da Batirin Lithium Electrolytes‌

Microsoft ta yi haɗin gwiwa da Pacific Northwest National Laboratory (PNNL) don amfani da ‌Samfuran AIdon tantance kayan da ake buƙata miliyan 32, ta hanyar gano sinadarin lantarki mai ƙarfi N2116. Wannan kayan yana rage amfani da ƙarfen lithium da kashi 70%, yana rage haɗarin aminci da amsawar lithium ke haifarwa yayin tsarkakewa. AI ta kammala tantancewar cikin makonni - aikin da a al'ada yake buƙatar shekaru 20.
"Bincike‌: Tantance bayanai masu inganci da AI ke bayarwa yana hanzarta gano kayan aiki masu tsafta yayin da yake sauƙaƙa buƙatun tsarkakewa ta hanyar ingantawa da haɗawa, daidaita inganci da aminci.

Fahimtar Fasaha ta Yau da Kullum

• "Shawarwari Masu Muhimmanci Game da Bayanan‌: AI tana haɗa bayanan gwaji da kwaikwayo don tsara alaƙar da ke tsakanin halayen abu da sakamakon tsarkakewa, yana rage yawan zagayen gwaji da kuskure.
• "Ingantawa Mai Girma Da Yawa: Daga shirye-shiryen matakin atomic (misali, tantance N2116 ⁶ ) zuwa sigogin tsari na matakin macro (misali, masana'antar semiconductor ⁵ ), AI yana ba da damar haɗin gwiwa tsakanin sikelin.
• "Tasirin Tattalin Arziki‌: Waɗannan shari'o'in suna nuna raguwar farashi na kashi 20-40% ta hanyar samun ingantaccen aiki ko rage ɓarna.

Waɗannan misalan sun nuna yadda AI ke sake fasalin fasahar tsarkake kayan aiki a matakai da yawa: sarrafa kayan aiki kafin a fara aiki, sarrafa tsari, da kuma ƙirar sassan.