Udindo Wapadera wa Luntha Lochita Kupanga Pakuyeretsa Zinthu

I. Kuwunika Zinthu Zosaphika ndi Kukonza Zinthu Pasadakhale

1. ‌Kuyesa Ma Ore Molondola Kwambiri‌: Machitidwe ozindikira zithunzi pogwiritsa ntchito kuphunzira mozama amasanthula mawonekedwe a miyala (monga kukula kwa tinthu, mtundu, kapangidwe kake) nthawi yeniyeni, zomwe zimapangitsa kuti zolakwika zoposa 80% zichepe poyerekeza ndi kusanja pamanja.
2. ‌Kuwunika Zinthu Mwanzeru Kwambiri‌: AI imagwiritsa ntchito ma algorithms ophunzirira makina kuti izindikire mwachangu anthu omwe ali ndi ukhondo wapamwamba kuchokera ku zinthu zambirimbiri zosakanikirana. Mwachitsanzo, pakupanga ma electrolyte a batri ya lithiamu-ion, kugwiritsa ntchito bwino kwa mayeso kumawonjezeka kwambiri poyerekeza ndi njira zachikhalidwe.

II. Kusintha kwa Mphamvu kwa Ma Parameter a Njira

1. ‌Kukonza Ma Parameter OfunikaMu semiconductor wafer chemical vapor deposition (CVD), mitundu ya AI imayang'anira magawo monga kutentha ndi kuyenda kwa mpweya nthawi yeniyeni, kusintha momwe zinthu zilili kuti muchepetse zotsalira zauve ndi 22% ndikuwonjezera zokolola ndi 18%.
2. ‌Kulamulira Kogwirizana kwa Njira ZambiriMachitidwe otsekedwa amaphatikiza deta yoyesera ndi maulosi a AI kuti akonze njira zopangira ndi momwe zinthu zimachitikira, kuchepetsa kugwiritsa ntchito mphamvu zoyeretsera ndi zoposa 30%.

III. Kuzindikira Zodetsa ndi Kuwongolera Ubwino Wanzeru

1. ‌Kuzindikira Zilema Zosaoneka ndi Ma MicroscopicKuwona kwa makompyuta pamodzi ndi kujambula kwapamwamba kwambiri kumazindikira ming'alu ya nanoscale kapena kugawa kwa zinyalala mkati mwa zinthu, kukwaniritsa kulondola kwa 99.5% ndikuletsa kuwonongeka kwa magwiridwe antchito pambuyo poyeretsa ⁸ .
2. ‌Kusanthula kwa Deta ya SpectralMa algorithms a AI amatanthauzira okha deta ya X-ray diffraction (XRD) kapena Raman spectroscopy kuti azindikire mwachangu mitundu ya zodetsa ndi kuchuluka kwake, kutsogolera njira zoyeretsera zomwe akufuna.

IV. ‌Kukonza Njira ndi Kupititsa Patsogolo‌

1. ‌Kuyesera Kothandizidwa ndi Ma RobotMachitidwe anzeru a robotic amadzipangira okha ntchito zobwerezabwereza (monga kukonzekera yankho, centrifugation), kuchepetsa kugwiritsa ntchito ndi manja ndi 60% ndikuchepetsa zolakwika pakugwira ntchito.
2. ‌Kuyesera KwambiriMapulatifomu odziyendetsa okha oyendetsedwa ndi AI amayesa mazana ambiri a kuyesa koyeretsa nthawi imodzi, zomwe zimathandizira kuzindikira njira zabwino zophatikizira ndikufupikitsa nthawi ya R&D kuyambira miyezi mpaka milungu.

V. Kupanga Zisankho Zoyendetsedwa ndi Deta ndi Kukonza Zinthu Mosiyanasiyana

1. ‌Kuphatikiza Deta Yochokera ku Magwero AmbiriMwa kuphatikiza kapangidwe ka zinthu, magawo a njira, ndi deta ya magwiridwe antchito, AI imapanga zitsanzo zolosera zotsatira zoyeretsera, ndikuwonjezera kuchuluka kwa kupambana kwa R&D ndi 40%.
2. ‌Kuyeserera Kapangidwe ka Atomu‌: AI imagwirizanitsa mawerengedwe a density functional theory (DFT) kuti ilosere njira zosamukira kwa atomu panthawi yoyeretsa, kutsogolera njira zokonzera zolakwika za lattice.

Kuyerekeza Phunziro la Nkhani

Kudzera mu njira izi, AI sikuti imangosintha njira ya R&D yoyeretsera zinthu komanso imayendetsa makampaniwo kupita kuchitukuko chanzeru komanso chokhazikika‌