Izibonelo kanye nokuhlaziywa kobuhlakani bokwenziwa ekuhlanzweni kwezinto ezibonakalayo

1. Ukutholwa Okuhlakaniphile Nokuthuthukiswa Kokucubungula Amaminerali

Emkhakheni wokuhlanzwa kwe-ore, isitshalo sokucubungula amaminerali sethule i-‌uhlelo lokubona izithombe olusekelwe ekufundeni okujulileukuhlaziya i-ore ngesikhathi sangempela. Ama-algorithm e-AI akhomba ngokunembile izici zomzimba ze-ore (isb., usayizi, ukuma, umbala) ukuze ahlukanise futhi ahlole i-ore yezinga eliphezulu ngokushesha. Lolu hlelo lunciphise izinga lamaphutha lokuhlela ngesandla kwendabuko kusuka ku-15% kuya ku-3%, ngenkathi kukhulisa ukusebenza kahle kokucubungula ngo-50%.
‌UkuhlaziywaNgokushintsha ubuchwepheshe bomuntu ngobuchwepheshe bokubona okubonakalayo, i-AI ayigcini nje ngokwehlisa izindleko zabasebenzi kodwa futhi ithuthukisa ubumsulwa bezinto zokusetshenziswa, ibeka isisekelo esiqinile sezinyathelo ezilandelayo zokuhlanza.

2. Ukulawulwa Kwepharamitha Ekukhiqizweni Kwezinto Ze-Semiconductor

I-Intel isebenzisa i-Uhlelo lokulawula oluqhutshwa yi-AIekukhiqizweni kwe-wafer ye-semiconductor ukuqapha amapharamitha abalulekile (isb. izinga lokushisa, ukugeleza kwegesi) ezinqubweni ezifana nokufakwa komusi wamakhemikhali (i-CVD). Amamodeli okufunda komshini alungisa ngokuguquguqukayo inhlanganisela yamapharamitha, anciphisa amazinga okungcola kwe-wafer ngo-22% futhi andise isivuno ngo-18%.
‌UkuhlaziywaI-AI ibamba ubudlelwano obungaqondile ezinqubweni eziyinkimbinkimbi ngokusebenzisa ukumodela idatha, ithuthukise izimo zokuhlanzwa ukuze kuncishiswe ukugcinwa kokungcola futhi kuthuthukiswe ubumsulwa bokugcina bezinto ezibonakalayo.

3. Ukuhlolwa Nokuqinisekiswa Kwama-Electrolyte Ebhethri Le-Lithium

I-Microsoft ibambisene ne-Pacific Northwest National Laboratory (PNNL) ukuze basebenziseAmamodeli e-AIukuhlonza izinto ezingaba yizigidi ezingu-32, ukuhlonza i-electrolyte eqinile i-N2116. Lokhu kusetshenziswa kunciphisa ukusetshenziswa kwensimbi ye-lithium ngo-70%, kunciphisa izingozi zokuphepha ezibangelwa ukusabela kwe-lithium ngesikhathi sokuhlanzwa. I-AI yaqeda ukuhlolwa ngamaviki—umsebenzi owawudinga iminyaka engama-20 ngokwesiko.
‌UkuhlaziywaUkuhlolwa kwekhompyutha okunamandla okusebenzisa i-AI kusheshisa ukutholakala kwezinto ezihlanzekile kakhulu ngenkathi kwenziwa lula izidingo zokuhlanza ngokusebenzisa ukulungiswa kokwakheka, ukulinganisela ukusebenza kahle kanye nokuphepha.

Ukuqonda Okuvamile Kobuchwepheshe

• ‌Ukwenza Izinqumo Eziqhutshwa YidathaI-AI ihlanganisa idatha yokuhlola kanye neyokulingisa ukuze ihlanganise ubudlelwano phakathi kwezakhiwo zezinto ezibonakalayo kanye nemiphumela yokuhlanzwa, inciphise kakhulu imijikelezo yokulinga namaphutha.
• ‌Ukuthuthukisa Izinga EliningiKusukela ekuhleleni kwezinga le-athomu (isb., ukuhlolwa kwe-N2116 ⁶ ) kuya kumapharamitha enqubo yezinga le-macro (isb., ukukhiqizwa kwe-semiconductor ⁵ ), i-AI ivumela ukusebenzisana kwezinga eliphakathi.
• ‌Umthelela WezomnothoLezi zimo zibonisa ukwehla kwezindleko okungu-20–40% ngokusebenza kahle noma ukuncipha kokulahlwa.

Lezi zibonelo zibonisa indlela i-AI ebumba ngayo kabusha ubuchwepheshe bokuhlanza izinto ezisetshenziswayo ezigabeni eziningi: ukucubungula izinto ezingavuthiwe, ukulawula inqubo, kanye nokuklama izingxenye.