AMAPHUZU OMSEBENZI:
- Eminyakeni emihlanu ngemuva kokuthola ubuchwepheshe, indlela kaDeere yokusebenzisa umbono wemishini nokufunda ngomshini ukukhomba isitshalo ngasinye kuzovivinywa emapulazini ehlobo lowama-2021.
- Inhloso: Imishini yasepulazini ehamba ibanga elingafika kumamayela angama-20 ngehora yenza izinqumo ngokufafazwa kwemithi yokubulala ukhula ezingeni lesitshalo ngasinye nokhula ngemizuzwana, kunciphisa isidingo sokusetshenziswa kabanzi kwamakhemikhali.
- Umzamo we-AI ungomunye wemiklamo eminingi yezobuchwepheshe ehlotshaniswa nokunemba kokulima kokulima ngekhulu lama-21 nokushintsha uhlobo lomsebenzi ezindaweni zasemakhaya eMelika.
Uma kumangaza ukuthi indali kahulumeni yakamuva yamalayisense we-5G broadband kunqotshiwe yi-giant yezolimo I-Deere & Co. kunoku AT & T noma enye ingqalabutho yocingo, mhlawumbe akufanele. Ukulima - okwenzeke ezinkulungwaneni zeminyaka kwavela kubantu abadonsa amageja baya kumakhemikhali futhi muva nje ezikhathini zofuzo - sekungena enkathini yayo yedijithali. Futhi okubhekiselwa kukho njengokulima okuqondile, ushintsho olwenziwa ngokuqoqwa nokuhlaziywa kwedatha, ngempilo nomsebenzi ezindaweni zasemakhaya, kulindeleke ukuthi lusheshise.
Isibonelo esisodwa esivela kuDeere esisethelwe ekuqaleni emasimini epulazi ehlobo elizayo sihlanganisa umbono womshini nokufunda komshini - noma, ukukubeka ngamagama okulula ukuwaqonda, cabanga ukuqashelwa kobuso bezitshalo. Emuva ngo-2017, uDeere wathola inkampani ebizwa Ubuchwepheshe be-Blue River, ebilokhu isebenza ngendlela yokuhlonza izitshalo nokhula ngazinye. Lowo akuwona umsebenzi olula uma ucabanga ukuthi i-acre elilodwa lepulazi lingahlanganisa izinkulungwane zezitshalo futhi umshini osindayo ohamba ensimini usebenza ngejubane le-10-20 mph
I-AI ihamba ngokushesha kuzo zonke izinhlobo zamapulazi nasemhlabeni jikelele. E-China, amapulazi engulube abelokhu esebenzisa ukubonwa kobuso kumephu nokuqapha izingulubeubuso. Futhi kusukela ekuqaleni kwe-Ireland kuya kuma-gi giants njengoCargill, ukuqashelwa kwezinkomo ebusweni ngoba amapulazi obisi ayaqhubeka.
"Amapulazi kulezi zindawo zasemakhaya anekhono kakhulu kwezobuchwepheshe, ubuchwepheshe be-tech, okwenza idatha ebonakalayo usuku nosuku ngesikhathi sokukhula," kusho uJahmy Hindman, owaba yisikhulu sezobuchwepheshe kwaDeere ngoJulayi odlule, ekhuluma emcimbini wangoLwesine we-CNBC @Work Spotlight. “Imininingwane edalwayo izobasiza kakhulu ukuthi nami ngikwazi ukukhiqiza futhi ngisimame futhi ngiqonde ngqo. …. Imininingwane ibaluleke kakhulu ekuthatheni izinqumo okwamanje, ukunciphisa okokufaka abalimi okufanele bakufake ebhizinisini futhi kwandise umkhiqizo. ”
Uma ubuchwepheshe be-AI busebenza njengoba kucatshangwa, okokufaka okuyinhloko okungancishiswa izicelo zamakhemikhali zokubulala ukhula emasimini, imithi yokubulala ukhula. Esikhundleni sokufafazwa kwamakhemikhali okubulala yonke into kepha izitshalo ezishintshwe izakhi zofuzo ezenzelwe ukusinda ekufakweni, ama-sprayers angakhomba isitshalo ngasinye esibonwa njengezinjongo ezifanele, ezingaba nomthelela omkhulu kumabhizinisi afana IBayer IMonsanto, edala amakhemikhali nezilimo ze-GMO, eyaziwa kakhulu njengeRoundup.
UHindman uchaze ubuchwepheshe be-AI njengokuqeqesha amamodeli amasha wenethiwekhi ye-neural ukubona ukhula nokufutha kuphela ukhula emasimini ezitshalo. Ukuthola ulwazi oluthe xaxa kumlimi ezingeni lesitshalo ngalinye kuyinjongo ebalulekile kuDeere.
"Cabanga ngokusebenza kommbila noma kesoya eMidwest… izitshalo ezingama-40,000 ngehektare ngalinye epulazini elingamahektare angama-2,000 XNUMX," kusho uHindman. “Sinesifiso sokwazi ukuphatha isitshalo ngasinye esikhathini sokuphila kwaso, sinciphise okokufaka futhi sikhulise umkhiqizo. … Ukukwazi ukuthatha izinqumo ngesikhathi sangempela kuyisihluthulelo sokuvula inani lezomnotho elingeziwe labalimi nokukhiqiza endaweni yezolimo. ”
Ukuqashelwa kobuso bepulazi
Indlela yeBlue River Technology, iye phansi ezingeni lesitshalo ngasinye - ithatha izithombe zezitshalo ukuze ngenkathi umshini uhamba ungathatha isinqumo sokufafaza ngemizuzwana, noma ngaphansi - kungaba ubuchwepheshe obubaluleke kakhulu obuza epulazini , ngokusho kukaRob Wertheimer, umhlaziyi weMelius Research ohlanganisa uDeere.
Phakathi nezikhathi zonyaka, abalimi bafafaza imithi yokubulala ukhula efana neMonsanto's Roundup kuwo wonke amasimu ukubulala konke. Inhloso kaDeere ukwethula iBlue River emasimini okulinywa njengesilingo sokuqala, kunokuba kube imigqa yezitshalo etshalwe ngokuphelele. Entwasahlobo nasehlobo, ngaphambi kokutshala, ukhula selukhule emasimini angenalutho futhi lokho akuwona umsebenzi onzima njenge-AI njengokukhomba izinhloso emikhakheni lapho sekuvele kunezinkulungwane zezilimo ezitshaliwe, kepha kuyisinyathelo sokuqala ukufakazela ubuchwepheshe.
“Uthatha izithombe zezitshalo nokuqeqesha ama-algos adinga ukwenza izinqumo zokufafaza ngokushesha, ngemizuzwana, ngejubane elisheshayo, u-15-20 mph, futhi abhonge, isifutho sishaye sizungeze futhi sikwenze usuku nosuku iminyaka emihlanu noma eyishumi ngaphandle kwamaphutha. Kunzima lokho, ”kusho uWertheimer.
Njengasemikhakheni eminingi, ijubane lokushintshwa kobuchwepheshe emapulazini lwenzeka ngokushesha okukhulu kunalokho obekulindelwe yimboni. UWertheimer waphawula ukuthi eminyakeni eyishumi nje eyedlule, owayeyi-CEO yakwaDeere nosihlalo uSam Allen wacabanga ukuthi kuzothatha isikhathi eside ngaphambi kokuba ogandaganda abazimele bathathe amapulazi, ngenxa yezizathu ezibandakanya nezokuphepha. Kepha ngokuthuthuka okusheshayo kubuchwepheshe bokuzishayela njengoLidar, kanye nokuthuthuka kwe-AI, u-Allen ushintshe umbono wakhe esikhathini esiyiminyaka embalwa.
“Umlimi akasashayeli kakhulu,” kusho uStephen Volkmann, umhlaziyi waseJefferies obheka uDeere futhi waqhathanisa intuthuko yokuzimela ekusebenzeni kwepulazi nomshayeli wendiza, lapho namuhla iningi lendiza lizenzekelayo. "Umlimi udinga ukuhlala ekhumbini aqaphele, kodwa udedela ugandaganda azishayele."
Ukuqashelwa kobuso kuyethusa kancane… kepha asikho isizathu sokucabanga ukuthi ngeke kuphumelele. I-see-and-spray ingenye yezobuchwepheshe obuningi bokulima obuthuthukile obonakala sengathi buya eduze nephuzu le-inflection.
UStephen Volkmann JEFFERIES ISIHLAZIYI
UVolkmann uthe i-AI yokubona nokufafaza ubuchwepheshe obubaluleke kakhulu "obuza ngobulili" obuza epulazini. "Ngicabanga ukuthi abantu bakholelwa ukuthi kungokoqobo," esho. "Le nto ifana ncamashi nemoto ezimele, ikhamera ekwazi ukubona izinto eziningi futhi iyiqeqeshe nge-AI algos futhi ikhombe izitshalo eziningi ezahlukahlukene." Izinselelo zokuwenza usebenze ziningi: izitshalo ziyanyathelwa futhi amaqabunga agobile futhi kunezithunzi ezenziwe emasimini, futhi amasimu ayizindawo ezingcolile, okusho ukuthi ukwenza lo msebenzi ngokuthembeka ngaso sonke isikhathi kuyinselelo, futhi kuwumsebenzi ukuthi kudinga impumelelo ephezulu.
“Njengokuzishayela nje, bangakwenza lokhu ngo-95% wesikhathi namuhla, kodwa lokho akwenele ngokwanele. Udinga ukufika ku-100% ukuyibiza ngempumelelo. Awufuni ukufafaza amakhemikhali angalungile esitshalweni esingalungile noma u-5% wesikhathi, ”kusho uVolkmann. Ekugcineni, kunamathuba okuthi i-AI ifunde ukubona izitshalo "ezinhle" uma kuqhathaniswa nezitshalo "ezimbi" zisebenzisa izinto ezahlukahlukene, kanye nezindawo ezinhle kakhulu zokutshala, kunokumane ukhombe ukhula olufanele lokufafaza.
Namuhla, umlimi wommbila angathola ama-bushels alinganiselwa ku-170 akhiqizwa nge-acre, yize izinga lokurekhoda lama-bushels angama-600 ngehektare ngalinye likhombisile ukuthi liyenzeka, uma isimo sezulu nokhula nezinye izinto ezisensimini, kusukela elangeni kuya ezinambuzaneni nasefungus, inhlabathi izici zomsoco nokukhanya kwelanga nethunzi, kungahlaziywa ukuze ekugcineni kwakheke umkhiqizo omkhulu wezitshalo. "Kunemininingwane eminingi ezigidini zezitshalo nokhula," kusho uWertheimer.
IDeere isivele inikela ngobuchwepheshe be-ExactEmerge kanye ne-ExactApply obethulwe kule minyaka eyishumi edlule futhi sebuguqule imisebenzi eyinhloko yamapulazi njengokutshala imbewu nokufafaza ekusebenzeni kwemishini yezolimo ngokunembile, futhi abaphathi bakwaDeere bathe emholweni wabo wakamuva babiza ukuthi ukuthathwa kwalobu buchwepheshe ngabalimi kuyashesha.
"Ukuqashelwa ebusweni sekuqala ukwethusa kancane… kodwa asikho isizathu sokucabanga ukuthi ngeke kuphumelele," kusho uVolkmann. "I-See-and-spray ingenye yezobuchwepheshe obuphambili bokulima obubonakala buhamba buya phezulu," esho, yize engeze ukuthi kusenokwenzeka ukuthi kusasele iminyaka embalwa ukuthi ubuchwepheshe obugcwele bokubonwa kwezitshalo buthengiswe.
I-Deere ne-5G
Ukuxhuma emaphandleni kuxhumene nale mizamo yezobuchwepheshe iDeere egxile kuyo ekusebenzeni kwayo nasemiphakathini yasemakhaya lapho abalimi bayo basebenza futhi bahlala khona. Ngenkathi amalayisense we-5G inkampani esanda kuyithola ingeyomsebenzi wayo wokukhiqiza - ukuyivumela ukuthi isebenzise amafektri ahlakaniphile - uHindman uthe kunemisila yomsila wokuletha i-broadband ne-5G eningi emaphandleni aseMelika.
"Ukwahlukana phakathi kokuxhuma emadolobheni nasezindaweni zasemakhaya kubaluleke kakhulu kithina, nakubalimi, futhi kubalulekile nasemiphakathini yasemakhaya okungenzeka ukuthi basebenza kuyo ngenxa yezizathu ezingaphandle kwezolimo," esho.
Kwabalimi, kudingeka utshalomali oluthe xaxa ukuxhasa ukugeleza kwedatha phakathi kwesikhungo sekhompiyutha sefu sikaDeere namapulazi, ngezizathu ezibandakanya ikhono lokuqapha kude imishini esindayo emapulazini ngezidingo zokuvikela (isib. Ipompo lamanzi elilungiswa kude kunokuthi umuntu ahambe ngaphandle ensimini), kanye nokusebenza kude kwemishini ngokuzayo. Lo mzamo uqhubeka ngokubambisana nohulumeni kanye namabhizinisi azimele, kusho iDeere CTO.
UHindman uthe nge-bandwidth ye-5G nokuncishiswa kwe-latency ekunikezayo, imishini yokulawula ngokuzenzekelayo epulazini kusuka endaweni ekude iba yinto engenzeka. “Kunenqwaba yezinzuzo eza emphakathini lapho lokho kwenzeka. … Siyaqiniseka ukuthi imimoya isemuva kwethu kulokho, ”kusho yena ngokuxhasa uhulumeni wesifundazwe ukukhishwa kwe-5G ezindaweni zasemakhaya zezwe.
UHindman uthe ukuqasha kule nkampani kushintshile, kanye nokuqeqeshwa kwabasebenzi abakhona njengamanje, ngokuhambisana nemizamo emisha njengokuqashelwa kwezitshalo i-AI nobunye ubuchwepheshe. Izinsiza zamakhono okufunda ngomshini zifunwa kakhulu, futhi ngokujwayelekile, uHindman uthe eminyakeni yamuva nje ukuqashwa kukaDeere kuye “kwakhonjwa kakhulu amakhono esoftware,” ngenkathi kube khona ukuqoqwa kwamakhono ngesikhathi esisodwa kwabasebenzi abakhona ukuhlangabezana nezidingo zobuchwepheshe bamuva.
Kumele ube kwangenwa ukuze ngibhale.