I-AI ku-Warehouse Robotics
I-AI kumarobhothi e-warehouse inika imishini ukubona nokuxhumana ukuze ihambise izimpahla, ikhethe izinto, futhi izule ezitezi eziminyene ngokuphepha.
Uhlolojikelele
It matters because it lets fulfillment centers handle massive order volumes faster, around the clock, with fewer injuries.
I-Deep Dive
Izitolo zesimanje zisebenza ngamarobhothi ahlanganiswe yi-AI. Isibonelo sokuqala amadrayivu e-Kiva (manje ase-Amazon Robotics) ase-Amazon, ama-squat orange bots aphakamisa wonke amashelufu ama-pods awalethe kubantu abacoshayo, aqede amamayela okuhamba. Ngale kwezokuthutha eziphathwayo, i-AI inika amandla izingalo zerobhothi ezibamba izinto ezinhlobonhlobo, izikhwama ezithambile, amabhokisi aqinile, ingilazi entekenteke, kusetshenziswa umbono wekhompyutha namamodeli okubamba aqeqeshiwe. Amarobhothi eselula e-Autonomous (AMRs) azulazula ngokuguquguqukayo eduze kwabantu nezithiyo esikhundleni sokulandela amathrekhi agxilile. Izinkampani ezifana ne-Symbotic, i-Locus Robotic, ne-Ocado zisebenzisa izinkulungwane zamayunithi ahlanganisiwe. Inselele ye-AI incane mayelana nanoma yiliphi irobhothi futhi imayelana nokuhlela uquqaba ukuze lungangqubuzani, luvale, noma lungenzi lutho, lukhulise ukuphuma kulo lonke isakhiwo.
I-Technical Insight
Ukucosha izingalo kuncike ekuboneni ngekhompyutha (ngokuvamile amakhamera we-3D ajulile) kanye nokufunda okujulile ukukhomba into futhi ubikezele ukuthi ungayibamba kuphi, 'indawo yokubamba.' Amasistimu afana ne-Covariant aqeqesha izigidi zemizamo yokukhetha ukuze imodeli eyodwa ijwayele izinto ezingabonwa. Ukuzulazula kusebenzisa i-SLAM (ukwenza kwasendaweni kanye kanye nokwenza imephu) ukwakha imephu ebukhoma nokuthola irobhothi ngaphakathi kwayo. Ukuxhumanisa i-Fleet kuyinkinga yokuthuthukisa ama-agent amaningi kanye nenkinga yokuhlela indlela, evame ukuxazululwa ngama-algorithms agcina imizila nezikhathi ukuvimbela ukungqubuzana nokukhiya.
I-Strategic Impact
Context and rules
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Ukulawulwa kwekhwalithi
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Yakha ukukhetha
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ikusasa le-AI ku-Warehouse Robotics
Umngcele ukujwayelekile. Amamodeli anamuhla okubamba asaphuthaza inoveli noma izinto eziphithene; amamodeli esisekelo aqeqeshelwe kudatha enkulu yerobhothi yokusebenzisana ahlose ukuvumela isistimu eyodwa ukuthi iphathe cishe noma yini eyibonayo. Amarobhothi e-humanoid afana ne-Agility's Digit kanye ne-Figure ayalingwa ukuze asebenze ezindaweni ezimise okomuntu ngaphandle kokufakwa kabusha. Lindela ukubambisana okuqinile kwamarobhothi abantu, umsebenzi ozokwenziwa wolimi lwemvelo ('i-restock aisle 12'), nezindawo zokugcina impahla eziklanywe kusukela ekuqaleni eduze kwamaqembu amarobhothi abantu kunezakhiwo zefa ezifakwe kabusha.
Ukuqaliswa Komhlaba Wangempela
I-Amazon isebenzisa amarobhothi angaphezu kuka-750,000, okuhlanganisa namayunithi okushayela aletha amashalofu kubasebenzi kanye nezingalo zikaSparrow ezikhetha izinto ngazinye.
Isistimu esekelwe kugridi ye-Ocado isebenzisa inqwaba yama-bots antweza phezu kwesidleke ukuze abuyise amathothi egrosa ngemizuzwana ukuze uthole ama-oda aku-inthanethi.
Amarobhothi eselula azimele e-Locus Robotics aqondisa abasebenzi bezindawo ezigcina impahla ukuze bakhethe izindawo, bakhuphule ukukhetha ngehora ngaphandle kwama-conveyor angashintshi.
Ingqondo ka-Covariant ye-AI ivumela izingalo zerobhothi ukuthi zikhethe izinto ezihlukahlukene, ezingakaze zibonwe ngaphambili ezikhungweni zokusabalalisa zisebenzisa imodeli eyodwa efundiwe.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-AI Ekuhlinzeni Namarobhothi Okuhlinzwa
Imibuzo evame ukubuzwa
What is AI in Warehouse Robotics?
I-AI kumarobhothi e-warehouse inika imishini ukubona nokuxhumana ukuze ihambise izimpahla, ikhethe izinto, futhi izule ezitezi eziminyene ngokuphepha. Kubalulekile ngoba ivumela izikhungo zokugcwalisa zibambe amavolumu amakhulu ngokushesha, ubusuku nemini, ngokulimala okumbalwa.
Yayiyini into entsha eqanjiwe yamayunithi okushayela e-Amazon's Kiva (Amazon Robotics)?
Abashayeli be-Kiva baphakamisa ama-pods eshalofu aphelele bawalethe kubasebenzi, baqede amakhilomitha abahamba ngezinyawo abavame ukwenza.
Kuyini 'isimo sokubamba' okumele ukucosha izingalo sikubikezele?
Ukuma kokubamba indawo ebikezelwe kanye nomumo ukuze isibambi sithathe ngokuvikelekile into ethile.
I-SLAM ivumela irobhothi ukuthi lenzeni?
I-SLAM (ukwenziwa kwasendaweni ngasikhathi sinye kanye nokwenza imephu) ivumela irobhothi imephu indawo elizungezile futhi lilandelele indawo yalo ngesikhathi sangempela.
Kungani ukuxhumanisa uxhaxha lwamarobhothi kunzima kunokulawula irobhothi elilodwa?
Ukuxhumana kwamarobhothi amaningi kuyinkinga yokuhlela kanye nokuhlela: gcina amayunithi amaningi angangqubuzani, avale igridi, noma ahlale angenzi lutho ngenkathi wandisa okokusebenza.
Izinkampani ezinjengeCovariant ziqeqesha kanjani izingalo ukuze zikhethe izinto ezingajwayelekile?
Ukufunda emizamweni eyizigidi kuvumela imodeli eyodwa ukuthi ijwayele izinto engakaze ibonwe ngaphambili, kunokuncika emithethweni yento ngayinye.