Zitsanzo ndi Kusanthula kwa Artificial Intelligence mu Kuyeretsa Zinthu

1. Kuzindikira Mwanzeru ndi Kukhathamiritsa kwa Mineral Processing

Pankhani yoyeretsa miyala, malo opangira mchere adayambitsakuphunzira mozama potengera chithunzi kuzindikira dongosolokusanthula ore mu nthawi yeniyeni. Ma algorithms a AI amazindikira bwino mawonekedwe a ore (mwachitsanzo, kukula, mawonekedwe, mtundu) kuti asankhe ndikuwunika mwachangu miyala yamtengo wapatali. Dongosololi lidachepetsa kuchuluka kwa zolakwika zamasankhidwe apamanja kuchokera pa 15% mpaka 3%, ndikuwonjezera magwiridwe antchito ndi 50%.
paKusanthula: Posintha ukatswiri wa anthu ndi ukadaulo wozindikira, AI sikuti imangochepetsa mtengo wantchito komanso imakulitsa chiyero chakuthupi, kuyala maziko olimba pazotsatira zakuyeretsa.

2. Parameter Control mu Semiconductor Material Manufacturing

Intel amagwiritsa ntchitoNjira yoyendetsera yoyendetsedwa ndi AIpopanga semiconductor wafer kuti aziwunika zofunikira (mwachitsanzo, kutentha, kutuluka kwa gasi) munjira ngati chemical vapor deposition (CVD). Mitundu yophunzirira yamakina imasintha kaphatikizidwe ka magawo, kuchepetsa kusadetsedwa kwawafer ndi 22% ndikuwonjezera zokolola ndi 18%.
paKusanthula: AI imagwira maubwenzi osagwirizana m'njira zovuta kudzera muzojambula za data, kukhathamiritsa mikhalidwe yoyeretsedwa kuti muchepetse kusungika kwa zonyansa ndikuwongolera kuyera kwazinthu zomaliza.

3. Kuyang'ana ndi Kutsimikizika kwa Ma Electrolyte a Batri a Lithium

Microsoft inagwirizana ndi Pacific Northwest National Laboratory (PNNL) kuti igwiritse ntchitoMitundu ya AIKuwonetsa zida zokwana 32 miliyoni, zomwe zimadziwika kuti solid-state electrolyte N2116. Izi zimachepetsa kugwiritsa ntchito zitsulo za lithiamu ndi 70%, kuchepetsa ziwopsezo zachitetezo zomwe zimayambitsidwa ndi lithiamu reactivity pakuyeretsedwa. AI idamaliza kuwunika m'masabata - ntchito yomwe nthawi zambiri inkatenga zaka 20.
paKusanthula: Kuwunika kwaukadaulo kopangidwa ndi AI kumafulumizitsa kupezeka kwa zida zoyeretsedwa kwambiri pomwe kumapangitsa kuti zinthu ziyeretsedwe kudzera mukukhathamiritsa, kusanja bwino komanso chitetezo.

Common Technical Insights

• paKupanga zisankho zoyendetsedwa ndi data: AI imaphatikiza deta yoyesera ndi yofananira kuti ipangitse ubale pakati pa zinthu zakuthupi ndi zotsatira za kuyeretsedwa, kufupikitsa kwambiri mizere yoyesera ndi zolakwika.
• paMulti-Scale Optimization: Kuchokera ku makonzedwe a ma atomiki (monga, kuwunika kwa N2116 ⁶ ) kupita ku magawo a ma macro-level process (monga kupanga semiconductor ⁵ ), AI imathandizira kulumikizana kwapakatikati.
• paEconomic Impact: Milandu iyi ikuwonetsa kutsika kwa mtengo kwa 20-40% kudzera pakupindula bwino kapena kuchepa kwa zinyalala.

Zitsanzo izi zikuwonetsa momwe AI ikusinthiranso matekinoloje oyeretsa zinthu m'magawo angapo: kukonza zinthu zopangira, kuwongolera njira, ndi kapangidwe kazinthu.