AI muburyo bwa Batteri no Gukwirakwiza
AI yihutisha kuvumbura ibikoresho bishya bya batiri no gucunga selile zihari, bigabanya imyaka mirongo ya chimie yikigereranyo-namakosa mumezi.
Incamake
It matters because better, safer, cheaper batteries are the bottleneck for electric vehicles, grids, and electronics.
Kwibira cyane
Iterambere rya Batiri riratinda cyane: resept imwe ya electrolyte irashobora gufata imyaka kugirango igerageze, kandi umwanya wa chimisties ushobora kuba munini mubumenyi bw'ikirere. AI yibasiye ibi ku munzani ibiri. Mubuvumbuzi bwibikoresho, imashini yiga imashini yatojwe kuri kwant-chimie hamwe namakuru yubushakashatsi yerekana guhuza ibintu bitanga umusaruro mwinshi, ituze, nubucucike bwingufu mbere yuko ikintu cyose gihuzwa. Mu 2023, Microsoft na Laboratoire y’igihugu ya Pasifika y’Amajyaruguru y’Uburengerazuba basuzumye abakandida barenga miliyoni 32 kugira ngo babone electrolyte ikomeye-ikoresheje lithium nkeya. Kurwego rwibikoresho, AI iha imbaraga za sisitemu yo gucunga bateri igereranya leta-yubuzima nubuzima-bw-ubuzima, guhanura ubuzima busigaye, no kumenya ibimenyetso hakiri kare byo guhunga ubushyuhe. Laboratoire ya robotic ifunze-yongeyeho igeragezwa ryikora, aho AI itanga igeragezwa ritaha hanyuma robot ikayobora.
Ubushishozi
Ubuhanga bubiri bwiganje. Imiyoboro ishushanya ifata kristu cyangwa molekile nkigishushanyo cya atome na bond, biga guhanura imitungo nka ionic conducivité kuva imiterere yonyine. Ibyiza bya Bayesian noneho biyobora ubushakashatsi: byubaka surrogate ishoboka ya chimie-na-imikorere-yimiterere kandi igahitamo buri kizamini gikurikira kugirango hongerwe amakuru ateganijwe, kuringaniza ubushakashatsi bwibintu bitazwi birwanya gukoresha ibyiringiro, kugeza ubu hakenewe ubushakashatsi buke bwumubiri.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI muburyo bwa Bateri no Gukwirakwiza
Tegereza laboratoire zo kwikorera aho AI hamwe na robo ikora ubushakashatsi kumasaha yose hamwe nibintu bike byinjiza abantu, bikagabanya inzinguzingo zo kuvumbura kuva kumyaka kugeza kumyumweru. Icyitegererezo cyamahugurwa yatojwe miriyoni yibikoresho bigomba guhuriza hamwe muburyo bwa lithium nka sodium hamwe nigishushanyo mbonera cya leta, bikagabanya umuvuduko w-amasoko ku byuma bike. Ku gikoresho cya AI muri EV na gride bizarushaho guhanura kunanirwa mbere yuko biba, bizafasha kwishyurwa byihuse hamwe nigihe kirekire cyo gupakira ubuzima utarinze guhungabanya umutekano.
Gushyira mu bikorwa Isi
Microsoft na PNNL bakoresheje AI mu kwerekana ibikoresho by'abakandida miliyoni 32 no kumenya amashanyarazi mashya akomeye asimbuza litiro nyinshi na sodium.
Tesla hamwe nabandi bakora EV bakoresha imashini yiga imashini ikoresha imashini igereranya intera no kumenya selile zishobora guhura nubushyuhe.
Toyota n'abafatanyabikorwa bakoresha moderi ya ML kugirango yihutishe iterambere rya batiri ya electrolyte ikomeye kugirango ingufu nyinshi.
Gutangira nka Aionics na Citrine Informatics ikoresha AI kugirango itange amashanyarazi ya electrolyte, igabanya umubare wubushakashatsi bukenewe.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI muri Chip Igorofa no Gushushanya
Ibibazo bikunze kubazwa
What is AI in Battery Design and Optimization?
AI yihutisha kuvumbura ibikoresho bishya bya batiri no gucunga selile zihari, bigabanya imyaka mirongo ya chimie yikigereranyo-namakosa mumezi. Nibyingenzi kuko bateri nziza, itekanye, ihendutse ni icyuho cyibinyabiziga byamashanyarazi, gride, na electronics.
Ni iki cyagaragaye cyane mu mushinga wa batiri ya 2023 Microsoft na PNNL?
AI yagabanije abakandida bagera kuri miliyoni 32 kugeza ku ntoki, biganisha kuri electrolyte-ikomeye ikomeye isimbuza sodium kuri lithium nyinshi.
Kuki iterambere rya batiri gakondo ritinda cyane nta AI?
Umwanya uhuza ibikoresho bishoboka ni nini mu bumenyi bw'ikirere, kandi kwemeza resept imwe birashobora gufata imyaka ya laboratoire.
Ni ubuhe buryo bushushanya imiyoboro ifata kristu cyangwa molekile nka?
Icyitegererezo cya GNNs nkumutwe nurufatiro nkimpande, wiga guhanura ibintu bifatika uhereye kuri iyi shusho.
Ni uruhe ruhare rwo gutezimbere Bayesian mubushakashatsi bwa bateri?
Gutezimbere kwa Bayesian byubaka icyitegererezo cyumwanya wishakisha kandi kigatora buri igeragezwa ritaha kugirango rihuze ubushakashatsi nogukoresha, kugabanya ibizamini byose.
Niki sisitemu yo gucunga bateri ikoresha AI kugereranya?
Porogaramu ya BMS ikoreshwa na AI igereranya urwego rwubuzima nubuzima kandi ikanashyira ahagaragara ibimenyetso byambere byo guhunga ubushyuhe bukabije.