Jagorar Masana'antu

AI a cikin Warehouse Robotics

AI a cikin robotics na sito yana ba injina fahimta da daidaitawa don motsa kaya, ɗaukar abubuwa, da kewaya benaye masu cunkoso cikin aminci.

2 min karatuAn sabunta ta ƙarshe

Dubawa

Yana da mahimmanci saboda yana ba da damar cibiyoyi masu cikawa su riƙa ɗaukar ɗimbin tsari cikin sauri, kowane lokaci, tare da ƙarancin raunuka.

Zurfafa nutsewa

Wuraren ajiya na zamani suna gudana akan jiragen ruwa na mutum-mutumi da AI ke daidaitawa. Misalin majagaba shine tuƙi na Kiva na Amazon (yanzu Amazon Robotics), squat bots orange wanda ke ɗaga duka fastoci da kawo su ga masu zaɓen ɗan adam, yana kawar da mil na tafiya. Bayan safarar tafi da gidanka, AI tana ba da ikon amfani da makamai masu linzami waɗanda ke ƙwanƙwasa abubuwa iri-iri, jakunkuna masu laushi, kwalaye masu tsauri, gilashin mara ƙarfi, ta amfani da hangen nesa na kwamfuta da kuma ƙwararrun ƙira. Mutum-mutumi na hannu masu cin gashin kansu (AMRs) suna kewayawa da ƙarfi a kusa da mutane da cikas maimakon bin tsayayyen waƙoƙi. Kamfanoni kamar Symbotic, Locus Robotics, da Ocado suna tura dubban ƙungiyoyin haɗin gwiwa. Kalubalen AI ba shi da ƙasa game da kowane mutum-mutumi guda ɗaya da ƙari game da shirya taron jama'a don kada su yi karo, kushewa, ko zaman banza, suna ƙara yawan abin da ake samu a duk faɗin ginin.

Fahimtar Fasaha

Ɗaukar makamai sun dogara da hangen nesa na kwamfuta (sau da yawa kyamarori masu zurfi na 3D) tare da zurfin koyo don gano abu da tsinkaya inda za a kama shi, 'hargitsi'. Tsarin kamar Covariant jirgin kasa akan miliyoyin yunƙurin zaɓe don haka ƙirar guda ɗaya ta bambanta ga abubuwan da ba a gani. Kewayawa yana amfani da SLAM (wasu wuri guda ɗaya da taswira) don gina taswira kai tsaye da gano robot a cikinsa. Haɗin kai na Fleet shine haɓakawa na wakilai da yawa da matsalar tsara hanya, galibi ana warware su tare da algorithms waɗanda ke ajiye hanyoyi da wuraren lokaci don hana karo da gridlock.

Dabarun Tasiri

Mahallin da dokoki

Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya.

Kula da inganci

Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.

Gina zaɓuɓɓuka

Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.

Makomar AI a cikin Warehouse Robotics

Iyaka ita ce gabaɗaya. Samfuran riko na yau har yanzu suna cike da labari ko abubuwan da suka taru; Samfurin tushe da aka horar akan ɗimbin bayanan hulɗar mutum-mutumi na nufin barin tsarin ɗaya ya sarrafa kusan duk abin da yake gani. Robots na mutum-mutumi kamar Agility's Digit da Figure ana yin gwajin su don yin aiki a wurare masu siffar ɗan adam ba tare da sake fasalin su ba. Yi tsammanin haɗin gwiwar ɗan adam-robot, aikin aikin harshe na halitta ('restock aisle 12'), da rumbun adana kayayyaki da aka ƙera daga karce a kusa da ƙungiyoyin ɗan adam maimakon sake fasalin gine-ginen gado.

Aiwatar da Gaskiyar Duniya

Amazon na tura mutum-mutumi sama da 750,000, gami da na'urorin tuƙi waɗanda ke kawo tantuna ga ma'aikata da makaman Sparrow waɗanda ke ɗaukar abubuwa ɗaya.

Tsarin tushen grid na Ocado yana amfani da gungun bots da ke yawo a kan hive don dawo da kayan abinci a cikin daƙiƙa don odar kan layi.

Robots na Locus Robotics na wayar hannu mai cin gashin kansa yana jagorantar ma'aikatan sito don zaɓar wurare, suna haɓaka zaɓe a cikin sa'a ba tare da kafaffen masu jigilar kaya ba.

Kwakwalwar AI ta Covariant tana ƙyale makamai masu linzami su ɗauki nau'ikan abubuwa daban-daban, abubuwan da ba a taɓa ganin su ba a cibiyoyin rarraba ta amfani da ƙirar koyo guda ɗaya.

Hatsari & Tsare-tsare

Bukatun tsari na iya ɓata in ba haka ba ƙaƙƙarfan samfuri.

Bayanan tarihi na iya ɓoye son zuciya da ke cutar da takamaiman al'ummomi.

Tsarin gado na iya haifar da ƙullun haɗin kai da ɓoyayyun farashi.

Taswirar Hanya

1

Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima.

2

Zane hanyoyin duba da takaddun kafin ƙaddamarwa.

3

Tabbatar da yarda da wajibai na aminci da wuri.

4

Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.

Ci gaba da Bincike

Free newsletter

Get the daily AI briefing

Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.

One email each weekday. Unsubscribe in one click. We never sell or share your address.

Test yourself

Take the AI in Warehouse Robotics quiz

Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.

Fara tambayoyi

Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation

Jagora na gaba

AI a cikin Surgery da Robotics na tiyata

Tambayoyin da ake yawan yi

Menene AI a cikin Warehouse Robotics?

AI a cikin robotics na sito yana ba injina fahimta da daidaitawa don motsa kaya, ɗaukar abubuwa, da kewaya benaye masu cunkoso cikin aminci. Yana da mahimmanci saboda yana ba da damar cibiyoyi masu cikawa su riƙa ɗaukar ɗimbin tsari cikin sauri, kowane lokaci, tare da ƙarancin raunuka.

Menene mabuɗin ƙirƙira na rukunin tuƙi na Amazon's Kiva (Amazon Robotics)?

Kiva yana tuƙi ya ɗaga duka fasfo ɗin shiryayye yana kawo su ga ma'aikata, yana kawar da mil na masu zaɓen tafiya da suka saba yi.

Menene 'rikitaccen matsayi' wanda ɗaukar makamai dole ne yayi hasashe?

Matsakaicin matsayi shine matsayi da aka annabta don mai riko don ɗaukar takamaiman abu amintacce.

Menene SLAM ke baiwa mutum-mutumin sito yayi?

SLAM (wasu wuri guda ɗaya da taswira) yana barin mutum-mutumi ya taswirar kewayensa kuma ya bi nasa matsayin a ainihin lokacin.

Me yasa hada rundunar mutum-mutumi ya fi wahala fiye da sarrafa mutum-mutumi daya?

Haɗin kai da yawa-robot matsala ce-tsare-tsare da tsarawa: kiyaye raka'a da yawa daga yin karo, gridlock, ko zama marasa aiki yayin haɓaka kayan aiki.

Ta yaya kamfanoni kamar Covariant ke horar da makamai don ɗaukar abubuwan da ba a sani ba?

Koyo daga miliyoyin yunƙuri yana ƙyale samfurin guda ɗaya ya zama gama gari zuwa abubuwan da bai taɓa gani ba, maimakon dogaro da ƙa'idodin abu ɗaya.