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AI muWarehouse Robotics

AI muwarehouse marobhoti inopa michina maonero uye kurongeka kufambisa zvinhu, kutora zvinhu, uye kufamba pasi pakazara zvakachengeteka.

2 min verengaLast update

Pfupiso

It matters because it lets fulfillment centers handle massive order volumes faster, around the clock, with fewer injuries.

Kudzika Kwakadzika

Matura emazuva ano anomhanya pamarobhoti akarongwa neAI. Muenzaniso wekupayona ndeweAmazon's Kiva (yava kunzi Amazon Robotics) madhiraivha, squat orenji bots anosimudza masherufu mapodhi achiaunza kune vanonhonga vanhu, kubvisa mamaira ekufamba. Pamusoro pekutakura mbozhanhare, AI inopa simba robhoti maoko anobata zvinhu zvakasiyana-siyana, mabhegi akapfava, mabhokisi akaomarara, magirazi asina kusimba, achishandisa komputa kuona uye akadzidziswa kubata mhando. Autonomous mobile marobhoti (AMRs) famba uchitenderedza vanhu uye zvipingamupinyi pane kutevedzera zvakatemwa makwara. Makambani akaita seSymbotic, Locus Robotics, uye Ocado anotumira zviuru zvezvikamu zvakarongeka. Dambudziko reAI ishoma nezve chero robhoti rimwe chete uye zvimwe nezve orchestrating boka kuti risadhumhane, kusamira, kana kusaita basa, kuwedzera kubuda mukati mechivakwa chese.

Technical Insight

Kunhonga maoko kunovimba nekuona komputa (kazhinji makamera akadzama e3D) pamwe nekudzidza kwakadzama kuziva chinhu uye kufanotaura pekuchibata, 'kubata pose.' Masisitimu akaita seCovariant chitima pamamirioni ekuedza kwekutora saka modhi imwechete inojairira kune zvinhu zvisingaonekwe. Kufamba kunoshandisa SLAM (panguva imwe chete yenzvimbo uye mepu) kuvaka mepu mhenyu uye kutsvaga iro robhoti mukati maro. Fleet kurongeka idambudziko rakawanda-mumiririri uye nzira-kuronga dambudziko, rinowanzogadziriswa nemaalgorithms anochengeta nzira uye nguva dzekudzivirira kudhumhana uye gridlock.

Strategic Impact

Mamiriro ezvinhu nemitemo

Mamiriro eindasitiri anosarudza kana mazano eAI achirarama nekusangana neicho chaicho.

Kudzora kwemhando yepamusoro

Zvisungo zveDomain zvinopesvedzera mwero wezvikanganiso zvinogamuchirika uye mamodheru etarisiro.

Vaka sarudzo

Kuendesa kwakabudirira kunonanisa kugona kwehunyanzvi nekumberi kwekufambiswa kwebasa.

Ramangwana reAI muWarehouse Robotics

Muganhu ndeye generality. Mamodheru emazuva ano anobatika achiri kubhuroka novel kana zvinhu zvakakanyiwa; nheyo dzemhando dzakadzidziswa pane yakakura robhoti-yekudyidzana data inovavarira kurega imwe system inobata chero chinhu chainoona. Marobhoti eHumanoid senge Agility's Digit uye Figure ari kuedzwa kuti ashande munzvimbo dzakaita sevanhu pasina kudzoreredza. Tarisira kubatana kwakasimba kwevanhu-robhoti, basa remutauro wechisikigo ('restock aisle 12'), uye dzimba dzekuchengetera dzakagadzirwa kubva kutanga dzakatenderedza zvikwata zvemarobhoti-vanhu kwete zvivakwa zvekare zvakagadziridzwa.

Real-World Implementation

Amazon inoshandisa anopfuura mazana manomwe nemakumi mashanu ezviuru marobhoti, kusanganisira ekutyaira anounza masherufu kuvashandi uye Sparrow maoko anotora zvinhu zvega.

Ocado's grid-based system inoshandisa mapundu emabhoti anonyungudika pamusoro pemukoko kunotora magirosari mumasekonzi emaodha epamhepo.

Locus Robotics 'anozvimiririra nharembozha marobhoti anotungamira vashandi vekuchengetera nzvimbo kuti vasarudze nzvimbo, vachiwedzera mapikicha paawa pasina anotakura anotakura.

Covariant's AI huropi inoita kuti maoko emurobhoti atore zvinhu zvakasiyana-siyana, zvisati zvamboonekwa munzvimbo dzekugovera uchishandisa imwechete yakadzidza modhi.

Njodzi & Guardrails

Regulatory zvinodiwa zvinogona kukanganisa zvimwe zvakasimba prototypes.

Nhoroondo yenhoroondo inogona kubatanidza kurerekera kunokuvadza nharaunda dzakati.

Nhaka masisitimu anogona kugadzira mabhodhoro ekubatanidza uye mitengo yakavanzika.

Implementation Roadmap

1

Batanidza domain nyanzvi kubva pakugadzirisa dambudziko kusvika pakuongorora.

2

Dhizaina nzira dzekuongorora uye zvinyorwa zvisati zvatanga.

3

Gadzirisa zvisungo zvekuteedzera uye kuchengetedza nekukurumidza.

4

Buritsa muzvikamu zvine kujeka kumira uye kudzoreredza maitiro.

Ramba Uchiongorora

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Gaidhi rinotevera

AI muKuvhiya uye Kuvhiya Robhoti

Mibvunzo inowanzo bvunzwa

What is AI in Warehouse Robotics?

AI muwarehouse marobhoti inopa michina maonero uye kurongeka kufambisa zvinhu, kutora zvinhu, uye kufamba pasi pakazara zvakachengeteka. Izvo zvine basa nekuti inoita kuti nzvimbo dzekuzadzisa dzibate mavhoriyamu makuru nekukurumidza, nguva dzese, nekukuvara kushoma.

Chii chaive chakakosha kuvandudzwa kweAmazon's Kiva (Amazon Robotics) drive units?

Madhiraivha eKiva anosimudza masherufu mapodhi ouya nawo kuvashandi, achibvisa mamaira evateki vekufamba vaisimboita.

Chii chinonzi 'kubata pose' iyo kunhonga maoko kunofanirwa kufanotaura?

A grasp pose inzvimbo yakafanotaurwa uye matarisiro ekuti mubati atore zvakachengetedzeka chinhu chakati.

Chii chinogonesa SLAM kuti robhoti rekuchengetera zvinhu riite?

SLAM (nguva imwe chete yenzvimbo uye mepu) inobvumira robhoti kumepu nharaunda yaro uye kutarisisa chinzvimbo chayo munguva chaiyo.

Sei kurongedza boka remarobhoti kwakaoma pane kudzora robhoti rimwe?

Multi-robot kurongeka idambudziko rekuronga uye kuronga nzira: chengetedza mayunitsi mazhinji kubva pakubonderana, kuvharika kwegridi, kana kugara zvisina basa uchiwedzera kubuda.

Makambani akaita seCovariant anodzidzisa sei maoko kutora zvinhu zvaasingazive?

Kudzidza kubva kumamiriyoni ekuedza kunoita kuti modhi imwe chete iite zvinhu zvayasati yamboona, pane kuvimba nemirairo yechinhu chimwe chete.