Pamene kusintha kwa mphamvu padziko lonse lapansi kukuchulukirachulukira, kufunikira kwa malo osungira mphamvu moyenera sikunakhalepo kwakukulu. Komabe, kuuma kwa mabatire a lithiamu-ion kumafuna kuyang'aniridwa kwapamwamba. Apa ndi pomwe mbadwo wotsatira waDongosolo Loyang'anira Mabatire (BMS)Ukadaulo umayamba kugwira ntchito, pogwiritsa ntchito Luntha Lochita Kupanga (AI) ndi Kuphunzira kwa Makina (ML) kuti tisinthe momwe timasungira ndikugwiritsa ntchito mphamvu.
Kuchokera ku Chitetezo Chochitapo Kanthu kupita ku Luntha Lochitapo KanthuMwachikhalidwe, BMS yokhazikika imagwira ntchito motsatira malamulo olimba. Imachotsa batri pamene magetsi kapena kutentha kudutsa malire okhazikika. Ngakhale kuti imagwira ntchito bwino pa chitetezo choyambira, njira iyi ndi yothandiza. Kuphatikiza kwa AI kumasintha njira iyi kukhalakukonza zinthu zodziwikiratuMwa kusanthula mosalekeza machitidwe a deta yakale, ma algorithms oyendetsedwa ndi AI amatha kulosera kulephera kwa maselo, zoopsa zobwera chifukwa cha kutentha, kapena kuwonongeka kwa mphamvu ya maselo milungu ingapo zisanachitike. Njira yodziwira izi ikusintha kwambiri.chitetezo cha batri ya lithiamu, makamaka m'magalimoto akuluakulu osungira mphamvu (ESS) ndi magalimoto amagetsi.
Kudziwa za Umoyo Wathanzi (SOH) ndi SOCKuyesa molondola State of Charge (SOC) ndi State of Health (SOH) kwakhala kovuta nthawi zonse chifukwa cha kusakhazikika kwa ma batri. Njira zachikhalidwe, monga kuwerengera maola a Ampere, zimakhala ndi zolakwika zambiri pakapita nthawi.mayankho anzeru a BMStsopano gwiritsani ntchito Neural Networks ndi Cloud Computing. Machitidwe awa amapanga "Digital Twin" ya batri, zomwe zimathandiza kuti pakhale kuyerekezera kwa nthawi yeniyeni ndikusintha kuyerekezera kwa SOC/SOH. Izi zimapangitsa kuti pakhale deta yolondola yomwe imawonjezera moyo wogwiritsidwa ntchito wa batri ndikukonza nthawi yochaja kuti ikhale yogwira mtima kwambiri.
Udindo wa Cloud Computing ndi IoTTsogolo lakasamalidwe ka batriSikuti ndi za zida zokha zomwe zili pa bolodi; koma ndi za kulumikizana. Ndi intaneti ya Zinthu (IoT), deta yambiri ya batri imatumizidwa ku mtambo. Apa, ma algorithms a AI amasanthula zomwe zikuchitika m'mayunitsi masauzande ambiri, kuphunzira kuchokera ku magwiridwe antchito a batri imodzi kuti akonze malingaliro oyang'anira a gulu lonse.
Kugwirizana kwa ukadaulo wa AI ndi BMS kukuwonetsa kupita patsogolo kwakukulu. Mwa kulola kuti magetsi asungidwe mwanzeru, motetezeka, komanso moyenera, zatsopanozi zikukhazikitsa maziko ofunikira kwambiri kuti pakhale tsogolo lokhazikika komanso lobiriwira la mphamvu.
Nthawi yotumizira: Feb-28-2026
