IA ci jëmmal ak gëna baaxal batëri
IA defay gaawlu gis ay jumtukaayi batëri yu bees ak yoriinu selil yu fi nekk, di dajale ay fukki att ci ay jeego ak njuumte ci ay weer.
Résumé
It matters because better, safer, cheaper batteries are the bottleneck for electric vehicles, grids, and electronics.
Plongeur bu xóot
Defar batëri dafa yeex lool: benn rëset electrolyte mën na des ay at ngir ñu natt ko, te bayaali chimie yu mëna am dañu yaatu lool. IA dafay song lii ci ñaari balans. Ci wàllu gis-gis macceer yi, xeetu jàngu masin yiñ tàggat ci chimie kwantum ak done yuñ jàngat, ñooy wax ban boole ci mbir yi mooy joxe yoonale bu rëy, dayo, ak dëgëraay energie balaa ñuy defar dara. Ci atum 2023, Microsoft ak Laboratuwaaru Pacific bu nord-ouest xool nañu lu ëpp 32 milioŋ ciy kàndidaa ngir am electrolyte bu dëgër buy jëfandikoo litium bu néew. Ci wàllu aparey, IA dafay doxal sistem yiy yor batëri yiy xayma tolluwaayu sarse ak tolluwaayu wérgi-yaram, di seetlu dundu gi des, ak di teela gis màndarga yiy wane ni tàngoor wi dafa dem. Laboratoire robot yu am loop tëju dañuy yokk jàngat otomatik, fu IA digle jàngat bi ci topp ba noppi robot bi diko doxal.
Gis-gis xarala
Ñaari pexe ñoo ëpp solo. Reseau neuronal yu graafik dañuy jàppee kristal wala molecule ni graafi atom ak lëkkaloo, jàng xam luy waaja am ci anam yu melni yoonale ionik ci jëmmal kese. Optimisation Bayesian dafay tegtal jàngat yi: dafay tabax surrogate probabiliste ci paysage chimie-versus-performance ba noppi tànn test bu nekk ngir gëna am xibaar bi ñuy seentu, balanse jàngat ci rëset yuñu xamul ak jëfandikoo yi am njariñ, ba leegi jàngat physique yu néew lañu soxla.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu IA ci jëmmal ak gëna baaxal batëri
Xaarandil ay labo yuy dawal seen bopp, fu IA ak robotik di def ay jangat 24 waxtu ci bis bi te nit ñi duñu ci def lu bari, di wàññi ay gis-gis ci at yi dem ci ayu-bis yi. Royuwaayi fondasioŋ yiñ tàggat ci ay milioŋ ciy macceer war nañu jëfandikoo litium yu melni sodium ak jëmmal solid-state, yombal fitnaal bi ci chaîne de fourniture ci weñ yu néew yi. Juntuwaay yu bees yi ci aparey yi ci EV yi ak reso yi dinañu gëna xam ay jafe jafe bala ñuy am, loolu dina may sarse bu gina gaaw ak dunndu pack bu gina yagg te du yàq kaaraange gi.
Doxal ci àdduna dëgg
AIU_PROTECTED_5_ ak PNNL jëfandikoo nañu IA ngir saytu 32 milioŋ ciy mbir yuñ mëna tànn, ba noppi ràññee benn electrolyte bu bees buy wecci litium bi ak sodium.
Tesla ak yeneen defarkatu EV yi dañuy jëfandikoo masin buy jàng losisel biy doxal batëri yi ngir xayma diggante bi ak gis selil yi nekk ci jafe-jafe daw termik.
Toyota ak ay àndadoom dañuy jëfandikoo xeetu ML ngir gaawlu defar electrolyte batëri solide ngir gëna am dëgëraay energie.
Ay ndoorte yu melni Aionics ak Citrine Informatics dañuy jëfandikoo IA ngir digal nit ñi ñu defar ay electrolyte, loolu mooy wàññi limu jàngat yiñ soxla ci wàllu yaram.
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
IA ci planioŋ ak jëmmal chip
Laaj yi ñuy faral di laaj
What is AI in Battery Design and Optimization?
IA defay gaawlu gis ay jumtukaayi batëri yu bees ak yoriinu selil yu fi nekk, di dajale ay fukki att ci ay jeego ak njuumte ci ay weer. Dafa am solo ndax batëri yu gëna baax, gëna wóor, gëna yomb ñooy gàllankoor oto kuraŋ yi, reso yi ak aparey elektronik yi.
Lan moo gëna am solo ci projet batëri AIU ak PNNL ci 2023?
IA waññina lu tollu ci 32 milyoŋ mbër ci loxo, mu jural benn electrolyte bu dëgër buy wecci sodium ci lu bari ci lithium bi.
Lan moo waral defar batëri cosaan bi yeex te amul IA?
Barab biñ mëna boole ay mbir yu bari dafa yaatu lool, te ngir baaxal benn rëset mën na jël ay at ci liggéeyu labo.
Lan la reso neuronal graphique di def ci kristal wala molecule?
GNN yi dañuy modele atom yi ni ay node ak ay lëkkaloo ni ay boor, di jàng xam luy waaja am ci graphique structurel bii.
Lan mooy njariñu optimisation Bayesian ci gëstu batëri?
Optimisation bayesienne dafa tabax benn model probabiliste ci barabu seetlu bi ba noppi tànn bépp jàngat bu ci topp ngir ekilibre seet ak jëfandikoo, wàññi test yépp.
Lan la sistemu yor batëri bi di jëfandikoo IA ngir xayma?
Losisielu BMS bi IA di dawal dafay xayma ni sarse bi di doxee ak wérgi-yaram, ba noppi di teela wane màndarga yiy wane ni tàngoor wi mën na daw.