MFUNDO ZOFUNIKA:
- Patatha zaka zisanu atapeza ukadaulo, njira ya Deere yogwiritsira ntchito masomphenya amakina ndi kuphunzira kwamakina kuti azindikire mbewu iliyonse idzayesedwa m'mafamu m'chilimwe cha 2021.
- Cholinga: Makina akumafamu akuyenda mtunda wa makilomita 20 pa ola amasankha kupopera mankhwala ophera udzu pamlingo wa zomera ndi udzu pamasekondi, kuchepetsa kufunika kofala kwa mankhwala.
- Kuyesetsa kwa AI ndi imodzi mwama projekiti ambiri aukadaulo okhudzana ndi ulimi wolondola mpaka zaka za zana la 21 ndikusintha momwe ntchito ikumidzi yaku America.
Zikadabwitsidwa kuti kugulitsa kwaposachedwa kwa boma kwa ziphaso za 5G Broadband anapambana ndi chimphona chaulimi Deere & Co. m'malo moti AT&T kapena katswiri wina wa telecom, mwina siziyenera kutero. Kulima - komwe kwazaka masauzande ambiri kudayamba kuchokera pomwe anthu amakoka makasu kupita kumankhwala ndipo posachedwa nthawi yake yachibadwa - ikulowa m'nthawi yake ya digito. Zomwe zimatchedwanso ulimi wolondola, zosintha zomwe zimachitika posonkhanitsa ndi kusanthula deta, pa moyo ndi ntchito kumadera akumidzi, zikuyenera kufulumira.
Chitsanzo chimodzi chochokera ku Deere chomwe chidzayambike m'minda ya famu chilimwe chikubwerachi chimaphatikiza masomphenya a makina ndi kuphunzira makina - kapena, kuziyika m'mawu osavuta kumva, ganizirani kuzindikira nkhope kwa zomera. Kubwerera ku 2017, Deere adapeza kampani yotchedwa Malingaliro a kampani Blue River Technology, yomwe yakhala ikugwira ntchito yodziwira zomera ndi udzu. Sichinthu chophweka mukaganizira kuti famu imodzi imatha kukhala ndi zomera zambiri ndipo makina olemera omwe akuyenda m'munda akugwira ntchito pa liwiro la 10-20 mph.
AI ikuyenda mwachangu m'mafamu amitundu yonse komanso padziko lonse lapansi. Ku China, minda ya nkhumba yakhala ikugwiritsidwa ntchito kuzindikira nkhope kupanga mapu ndi kuyang'anira nkhumba'nkhope. Ndipo kuyambira koyambira ku Ireland kupita ku zimphona zazikulu ngati Cargill, kuzindikira nkhope ya ng'ombe chifukwa minda yamkaka ikupita patsogolo.
"Mafamu m'madera akumidziwa ali ndi luso lamakono, luso lamakono, kupanga deta yofunikira tsiku ndi tsiku panthawi yakukula," adatero Jahmy Hindman, yemwe adakhala mkulu wa teknoloji wa Deere mwezi watha wa July, polankhula pa Lachinayi CNBC @Work Spotlight chochitika. "Zidziwitso zomwe zikupangidwa zidzawathandiza kuti akhale ochita bwino komanso okhazikika komanso olondola. …. Chidziwitso ndichofunika kwambiri popanga zisankho pakadali pano, kuchepetsa zinthu zomwe alimi akuyenera kuyika mubizinesi ndikukulitsa zokolola. ”
Ngati ukadaulo wa AI ukugwira ntchito monga momwe akuyembekezeredwa, chothandizira chachikulu chomwe chingachepetsedwe ndikugwiritsa ntchito mankhwala kupha namsongole m'minda, mankhwala ophera udzu. M'malo mopopera mankhwala kupha chilichonse koma mbewu zosinthidwa ma genetic zomwe zidapangidwa kuti zisafalikire, zopopera zitha kulunjika ku mbewu zomwe zimadziwika kuti ndizoyenera, zomwe zitha kukhala ndi zotsatirapo zazikulu pamabizinesi monga. Wa Bayer Monsanto, yomwe imapanga mankhwala ndi mbewu za GMO, zomwe zimadziwika kwambiri ndi Roundup.
Hindman adalongosola ukadaulo wa AI ngati kuphunzitsa ma neural network atsopano kuti awone udzu ndikupopera namsongole m'minda ya mbewu. Kupeza zambiri kwa wolima pamlingo wa mbewu imodzi ndi cholinga chachikulu cha Deere.
"Ganizirani za ntchito ya chimanga kapena soya ku Midwest ... 40,000 zomera pa ekala pa famu 2,000 maekala lalikulu," Hindman anati. "Tili ndi chidwi chotha kuyang'anira chomera chilichonse pa moyo wake, kuchepetsa zolowa ndikukulitsa zokolola. … Kukhala wokhoza kupanga zisankho munthawi yeniyeni ndikofunikira kwambiri kuti titsegule phindu lazachuma kwa alimi ndi zokolola m'munda waulimi.
Kuzindikira nkhope yafamu
Njira ya Blue River Technology, mpaka kufika pamtunda wa chomera chamtundu wina - kujambula zithunzi za zomera kuti pamene makina akuyenda amatha kupanga chisankho chopopera mkati mwa masekondi, kapena mocheperapo - ndicho teknoloji yofunika kwambiri yomwe imabwera kumunda. , malinga ndi Rob Wertheimer, wofufuza ndi Melius Research yemwe amafotokoza za Deere.
Pakati pa nyengo, alimi amapopera mankhwala ophera udzu ngati Monsanto's Roundup m'minda yonse kuti aphe chilichonse. Cholinga cha Deere ndikukhazikitsa Mtsinje wa Blue River m'minda yopanda madzi ngati kuyesa koyamba, osati mizere yodzala mbewu. M'masika ndi chilimwe, musanabzale, namsongole adakula m'minda yopanda kanthu ndipo izi siziri zovuta kwa AI monga kuzindikiritsa zolinga m'minda yomwe muli kale zikwi za mbewu zomwe zabzalidwa, koma ndi sitepe yoyamba yotsimikizira teknoloji.
"Mukujambula zithunzi za zomera ndikuphunzitsa ma algos omwe amayenera kupanga zisankho zopopera mwachangu, m'masekondi, mwachangu, 15-20 mph, ndikudumpha mozungulira, wopopera mbewuyo akuyenda mozungulira ndikuchita tsiku ndi tsiku kwa zaka zisanu kapena 10. popanda zolakwika. Ndizovuta, "adatero Wertheimer.
Monga m'magawo ambiri, kusintha kwaukadaulo m'mafamu kukuchitika mwachangu kuposa momwe makampani amayembekezera. Wertheimer adawona kuti zaka khumi zapitazo, wamkulu wakale wa Deere komanso wapampando Sam Allen adaganiza kuti patenga nthawi yayitali mathirakitala odziyimira pawokha atalanda minda, pazifukwa kuphatikiza zachitetezo. Koma ndi kusintha kofulumira kwaukadaulo wodziyendetsa ngati Lidar, komanso kukonza kwa AI, Allen adasintha malingaliro ake mkati mwa zaka zingapo.
"Mlimi sakuyendetsanso kwambiri," atero a Stephen Volkmann, katswiri wofufuza za Jefferies yemwe amalemba nkhani za Deere ndipo anayerekezera kupita patsogolo kodziyimira pawokha pantchito zaulimi ndi woyendetsa ndege, komwe masiku ano nthawi zambiri ndege zimangochita zokha. "Mlimi ayenera kukhala m'galimoto ndikuyang'anitsitsa, koma amasiya thirakitala kuti iziyendetsa yokha."
Kuzindikirika ndi nkhope kukuchititsa mantha pang'ono ... koma palibe chifukwa choganizira kuti sikungapambane. See-and-spray ndi imodzi mwamaukadaulo apamwamba aulimi omwe akuwoneka kuti akuyandikira malo osinthira.
Stephen Volkmann JEFFERIES ANALYST
Volkmann adati kuona-ndi-kupopera AI ndiukadaulo wa "sexiest" womwe umabwera kumunda. "Ndikuganiza kuti anthu amakhulupirira kuti ndi zenizeni," adatero. "Izi zili ngati galimoto yodziyimira payokha, kamera yomwe imatha kuzindikira zinthu zambiri ndikuziphunzitsa ndi ma AI algos ndikuzindikira zomera zambiri." Zovuta kuti izi zitheke ndi zambiri: zomera zimapondedwa ndipo masamba amapindika ndipo pali mithunzi yopangidwa m'minda, ndipo minda ndi malo akuda, zomwe zikutanthauza kuti kugwira ntchitoyi modalirika nthawi zonse ndizovuta, ndipo ndi ntchito yomwe zimafuna mlingo wapamwamba wa kupambana.
"Monga kudziyendetsa nokha, amatha kuzichita 95% masiku ano, koma sizokwanira. Muyenera kufika ku 100% kuti mutchule kupambana. Simukufuna kupopera mankhwala olakwika pachomera cholakwika ngakhale 5% yanthawiyo,” adatero Volkmann. Pamapeto pake, pali kuthekera kwa AI kuphunzira kuzindikira mbewu "zabwino" motsutsana ndi mbewu "zoyipa" pogwiritsa ntchito zinthu zosiyanasiyana, komanso malo abwino obzala, m'malo mongoyang'ana namsongole woyenera kupopera mbewu mankhwalawa.
Masiku ano, mlimi wa chimanga atha kupeza pafupifupi ma bushes 170 opangidwa kuchokera ku ekala, ngakhale kuchuluka kwa ma bushels 600 pa ekala kwatsimikizira kukhala kotheka, ngati nyengo ndi udzu ndi zinthu zina m'munda, kuyambira kuwala kwa dzuwa kupita ku tizilombo ndi bowa, nthaka. mawonekedwe a michere ndi kuwala kwa dzuwa ndi mthunzi, zitha kuwunikidwa kuti pamapeto pake zipange zokolola zambiri. "Pali zambiri m'mamiliyoni a zomera ndi udzu," adatero Wertheimer.
Deere wapereka kale ukadaulo wa ExactEmerge ndi ExactApply womwe udayambitsidwa zaka khumi zapitazi ndipo wasintha ntchito zazikulu zaulimi monga kubzala mbewu ndi kupopera mbewu munjira zamakina olondola, ndipo oyang'anira a Deere adanenanso zomwe amapeza posachedwa. kutengera matekinoloje amenewa ndi alimi akuchulukirachulukira.
"Kuzindikirika ndi nkhope kukuchititsa mantha pang'ono ... koma palibe chifukwa choganiza kuti sizingapambane," adatero Volkmann. "Kuwona ndi kutsitsi ndi imodzi mwaukadaulo wapamwamba kwambiri waulimi womwe ukuwoneka kuti ukuyandikira malo osinthira," adatero, ngakhale adawonjezera kuti patsala zaka zingapo kuti ukadaulo wozindikiritsa mbewu ukhale malonda.
Deere ndi 5G
Kulumikizana kwakumidzi kumangiriridwa ndi zoyesayesa zaukadaulo izi zomwe Deere amayang'ana pa ntchito zake komanso madera akumidzi omwe alimi ake amagwira ntchito ndikukhala. Ngakhale ziphaso za 5G zomwe kampaniyo idapeza posachedwa ndizopanga ntchito zake - kulola kuti igwiritse ntchito mafakitale anzeru - Hindman adati pali zowongolera zobweretsa burodi ndi 5G kumidzi yaku America.
"Kugawanika pakati pa kulumikizana kwa mizinda ndi kumidzi ndikofunika kwambiri kwa ife, ndi alimi, komanso kofunika kwambiri m'madera akumidzi omwe amagwira ntchito pazifukwa zomwe zili kutali ndi ulimi," adatero.
Kwa alimi, ndalama zambiri zimafunikira kuti zithandizire kuyenda kwa data pakati pa Deere's cloud computing center ndi mafamu, pazifukwa kuphatikizapo kuthekera koyang'anira makina olemera pamafamu kuti atetezedwe (mwachitsanzo, pampu yamadzi ikukonzedwa patali m'malo mongoyenera kuyenda. kumunda), komanso kugwiritsa ntchito zida zakutali m'tsogolomu. Ntchitoyi ikuchitika kudzera mu mgwirizano ndi maboma ndi mabungwe abizinesi, a Deere CTO adatero.
Hindman adati ndi 5G bandwidth ndi kuchepetsa latency yomwe imapereka, kuwongolera makina pafamu kuchokera kumalo akutali kumakhala kotheka. “Pali zinthu zambiri zabwino zimene anthu amabwera nazo zikachitika. Tili ndi chidaliro kuti mphepo zatibwerera, "adatero pothandizira boma la federal pakutulutsa 5G kumadera akumidzi mdzikolo.
Hindman adati kubwereka kampaniyo kwasintha, komanso kuphunzitsa antchito apano, mogwirizana ndi zoyesayesa zatsopano monga kuzindikira kwa AI ndiukadaulo wina. Maluso ophunzirira makina akufunika kwambiri, ndipo ambiri, Hindman adati m'zaka zaposachedwa kulembedwa ntchito kwa Deere kwakhala "kodziwika kwambiri ndi luso la mapulogalamu," pomwe pakhala kukwezedwa kwa antchito omwe alipo kuti akwaniritse zosowa zaukadaulo waposachedwa.
Muzikhala adakhala ndi kuti aika ndemanga.