Sezvo shanduko yesimba repasi rose ichikwira, kudiwa kwekuchengetedza simba zvakanaka hakuna kumbonyanya kukura. Zvisinei, kuoma kwemabhatiri e lithium-ion kunoda kutariswa kwakanyatsonaka. Apa ndipo panowanikwa chizvarwa chinotevera cheSisitimu Yekutarisira Mabhatiri (BMS)tekinoroji iri kushanda, ichishandisa Artificial Intelligence (AI) neMachine Learning (ML) kushandura mashandisiro atinoita simba redu.
Kubva paKudzivirirwa Kwemaitiro Ekuita Zvinhu Kuenda kuUngwaru Hwekuita ZvinhuKazhinji, BMS yakajairika inoshanda nepfungwa dzakasimba, dzakavakirwa pamitemo. Inobvisa bhatiri kana voltage kana tembiricha ikayambuka muganho wakatemwa. Kunyange zvazvo ichibatsira pakuchengetedza, nzira iyi inoshandawo. Kubatanidzwa kweAI kunoshandura iyi paradigm kuitakugadziriswa kwekufanotauraNekuramba uchiongorora mapatani edata renhoroondo, maalgorithms anotungamirwa neAI anogona kufanotaura kutadza kwemasero, njodzi dzekutiza kwekupisa, kana kudzikira kwesimba remasero mavhiki zvisati zvaitika. Maitiro aya ari kuchinja zvakanyanya.kuchengetedzeka kwebhatiri re lithium, kunyanya mumagetsi makuru eEnergy Storage Systems (ESS) nemotokari dzemagetsi.
Kudzidza Hutano Hwevanhu (SOH) neSOCKufungidzira nemazvo State of Charge (SOC) neState of Health (SOH) kwagara kuri dambudziko nekuda kwekusaenderana kwemaitiro ebhatiri. Nzira dzechinyakare, dzakadai sekuverenga maawa eAmpere, dzinosangana nezvikanganiso zvinoungana nekufamba kwenguva.mhinduro dzeBMS dzakangwaraikozvino shandisa Neural Networks neCloud Computing. Masisitimu aya anogadzira "Digital Twin" yebhatiri, zvichibvumira kutevedzera panguva chaiyo uye kugadzirisa fungidziro dzeSOC/SOH. Izvi zvinoguma nedata rakarurama rinowedzera hupenyu hunoshandiswa hwebhatiri uye rinogadzirisa kutenderera kwekuchaja kuti rishande zvakanaka.
Basa reCloud Computing neIoTRemangwana rekutarisira mabhatiriHazvisi zvemidziyo chete; ndezvekubatana. NeInternet of Things (IoT), huwandu hwakawanda hwedata rebhatiri hunotumirwa kugore. Pano, maalgorithms eAI anoongorora mafambiro muzviuru zvemayuniti, achidzidza kubva pakushanda kwebhatiri rimwe chete kuti avandudze manejimendi emotokari dzese.
Kubatana kwetekinoroji yeAI neBMS kunoratidza danho guru rekuenda mberi. Nekugonesa kuchengetedza simba zvine hungwaru, zvakachengeteka, uye zvinobudirira, izvi zvitsva zviri kugadzira zvivakwa zvakakosha zveramangwana resimba rinochengetedza nharaunda.
Nguva yekutumira: Kukadzi-28-2026
