KEI POINTS:
- ʻElima mau makahiki ma hope o ka loaʻa ʻana o ka ʻenehana, ka hana a Deere o ka hoʻohana ʻana i ka ʻike mīkini a me ka aʻo ʻana i ka mīkini e ʻike i nā mea kanu pākahi e hoʻāʻo ʻia ma nā mahiʻai i ke kauwela 2021.
- ʻO ka pahuhopu: neʻe nā mīkini mahiʻai a 20 mau mile i kēlā me kēia hola e hoʻoholo i ka pīpī ʻana i nā lāʻau make i ka pae o nā mea kanu a me nā mauʻu mauu i kekona, e hoʻemi ana i ka pono no ka hoʻohana ākea o nā kemika.
- ʻO ka hana AI kahi o nā papahana ʻenehana e pili ana i ka mahiʻai pono ʻana i ka mahiʻai ʻana i ke kenekulia 21 a hoʻololi i ke ʻano o ka hana ma kua'āina ʻo ʻAmelika.
Inā he mea kahaha paha i ke kū kūlou aupuni hou o nā laikini broadband 5G ua eo e ka pilikua mahiʻai ʻO Deere & Co. ma kahi o ʻOi & T aiʻole kekahi stalwart telecom, malia paha ʻaʻole pono ia. ʻO ka mahiʻai - i hala nā makahiki he mau kaukani mai nā poʻe e huki ana i nā palau i ka kemika a i hala koke aku nei i kona wā genetika - ke komo nei i kāna makahiki uila. Ua kapa ʻia ʻo ia ʻo ka mahiʻai pololei, nā loli i hana ʻia e ka hōʻiliʻili a me ka hōʻiliʻili ʻana o ka ʻikepili, i ke ola a me ka hana ma nā wahi kaiāulu, e hoʻoneʻe ʻia.
Hoʻokahi laʻana mai Deere i hoʻonohonoho ʻia e hoʻomaka i nā māla mahiʻai i ke kauwela aʻe e hoʻohui i ka hihi mīkini a me ka aʻo ʻana i ka mīkini - a i ʻole, e waiho iā ia i nā hua ʻōlelo maʻalahi e hoʻomaopopo, e noʻonoʻo i ka ʻike maka no nā mea kanu. Ma hope i ka 2017, ua loaʻa iā Deere kahi hui i kapa ʻia ʻĀhaehana ʻonehana kikowaena, ka mea e hana nei ma ke ala e ʻike ai i nā mea kanu a me nā nāhelehele. ʻAʻole ia he hana maʻalahi ke noʻonoʻo ʻoe hiki i kahi ʻeka eka mahiʻai ke hoʻopuni i nā mea kanu he mau kaukani a ke holo nei ka mīkini kaumaha ma waena o ka māla i ka wikiwiki o 10-20 mph
Ke neʻe wikiwiki nei ʻo AI i nā ʻano mahiʻai āpau a ma kahi pae honua. I Kina, ke hoʻohana nei nā mahi puaʻa ʻike maka e palapala ʻāina a nānā i nā puaʻa'alo. A mai kahi hoʻomaka ʻIlani i nā pilikua ag e like me Cargill, ʻike maka o nā bipi no ka mea, ke holomua nei nā mahiʻai waiū.
"ʻO nā mahiʻai i loko o kēia mau wahi kaiāulu he hiki i ka ʻenehana ke akamai, akamai i ka ʻenehana, e hana nei i nā ʻike koʻikoʻi i kēlā me kēia lā i ka wā e ulu ana," i ʻōlelo ʻia ʻo Jahmy Hindman, ka mea i lilo i poʻokela ʻenehana ʻo Deere i kēia Iulai i hala aku nei, e kamaʻilio ana ma ka hanana Pōʻakahi CNBC @Work Spotlight hanana. "Ke hele nei ka ʻike e hana nei i ke kōkua ʻana iā lākou e lilo i huahana a me ka hoʻomau a me ke kikoʻī. …. He koʻikoʻi maoli ka ʻike i ka hoʻoholo ʻana i kēia manawa, hoʻoliʻiliʻi i nā mea i hoʻokomo ʻia e nā mahiʻai e hoʻokomo i ka ʻoihana a hoʻonui i ka hoʻonui ʻana i ka hana. ”
Inā holo ka ʻenehana AI e like me ka mea i kuhi ʻia, ʻo ka hoʻokomo mua e hoʻoliʻiliʻi ʻia nā noi kemika e pepehi i nā nāhelehele i nā māla, nā lāʻau make. Ma kahi o ka pīpī ākea o nā kemika e luku ana i nā mea āpau akā hoʻololi ʻia nā mea kanu genetically i hoʻolālā ʻia e ola i ka noi, hiki i nā mea sprayers ke hoʻokau i kēlā me kēia mea kanu i ʻike ʻia ʻo ia nā pahu hopu pololei, i hiki ke loaʻa nā hopena nui no nā ʻoihana e like me ʻO Bayer's ʻO Monsanto, ka mea e hana i nā mea kanu a me nā mea kanu GMO, ʻo Roundup ka mea i kaulana loa.
Ua wehewehe ʻo Hindman i ka ʻenehana ʻo AI e hoʻomaʻamaʻa nei i nā hiʻohiʻona neural network hou e ʻike i ka mauʻu a kāpī wale i ka mauʻu i nā māla hua. ʻO ka loaʻa ʻana o ka ʻike hou aku i ka mea ulu ma nā pae mea kanu he pahuhopu nui no Deere.
"E noʻonoʻo e pili ana i ka hana ʻana i ka palaoa a me ka soy i ka Midwest ... 40,000 mau mea kanu no ka ʻeka ma kahi mahiʻai he 2,000 eka ka nui," wahi a Hindman. "Makemake mākou i ka hiki ke hoʻokele i kēlā me kēia mea kanu i ka holo o kona ola, hoʻoliʻiliʻi i nā hoʻokomo a me ka hoʻonui ʻana i ka hana. … ʻO ka hiki ke hoʻoholo i ka manawa maoli he kī nui i ka wehe ʻana i ka waiwai waiwai i hoʻohui ʻia no nā mea ulu a me ka hana ʻana i ka mahi mahiʻai. "
ʻIʻike maka makaʻai
Ke hoʻokokoke aku nei ʻo Blue River Technology, a hiki i ka pae o ka mea kanu mea kanu - lawe kiʻi ʻana i nā mea kanu i hiki i ka mīkini ke holo i ka hoʻoholo e pīpī i loko o kekona, a ʻoi aku paha - ʻo ia ka ʻenehana nui e hiki mai ana i ka mahiʻai. , e like me Rob Wertheimer, kahi mea kālailai me Melius Research e uhi iā Deere.
Ma waena o nā kau, kāpī ka poʻe mahiʻai i nā lāʻau make e like me Monsanto's Roundup ma nā kahua āpau e pepehi i nā mea āpau. ʻO Deere ka manaʻo e hoʻōla i ka Blue River i nā māla fallow ma ke ʻano he hoʻokolohua mua, ma mua o nā lālani hua i kanu pono ʻia. I ke kauwela a me ke kauwela, ma mua o ke kanu ʻana, ulu nā nāhelehele i nā mahina ʻai hakahaka a ʻaʻole ia he hana paʻakikī no AI e hōʻike ana i nā pahuhopu i nā māla kahi i kanu ʻia he mau kaukani mea kanu, akā ʻo ia ka hana mua e hōʻoia ai i ka ʻenehana.
"Ke kiʻi nei ʻoe i nā kiʻi o nā mea kanu a me nā algos hoʻomaʻamaʻa e pono ai e hoʻoholo wikiwiki i nā hoʻoholo ʻana, i kekona, me ka wikiwiki, 15-20 mph, a me ka ʻōlapa ʻana a puni, ke kuʻi nei ka pīpī a hana i kēlā me kēia lā no ʻelima a 10 mau makahiki paha. me nā hemahema ʻole. Paʻa kēlā, ”wahi a Wertheimer.
E like me nā ʻāpana he nui, ʻo ka wikiwiki o ka ʻenehana e loli i nā mahiʻai ke ʻoi aku ka wikiwiki ma mua o ka ʻoihana i manaʻo ʻia. Ua hoʻomaopopo ʻo Wertheimer he ʻumi mau makahiki i hala aku nei, ua manaʻo ʻo CEO ʻo Deere a me ka luna hoʻomalu ʻo Sam Allen he manawa lōʻihi ia ma mua o ka lawe ʻana o nā tractor autonomous i nā mahiʻai, no nā kumu e pili ana i nā pilikia palekana. Akā me ka hoʻomaikaʻi wikiwiki ʻana i ka ʻenehana hoʻokele ponoʻī e like me Lidar, a me nā hoʻomaikaʻi AI, ua hoʻololi ʻo Allen i kāna ʻike i loko o kekahi mau makahiki.
"ʻAʻole hoʻokele hou ka mea mahiʻai," wahi a Stephen Volkmann, he loiloi ʻo Jefferies e uhi ana iā Deere a hoʻohālikelike i ka holomua kūʻokoʻa o nā hana mahiʻai i kahi pailaka mokulele, kahi i kēia lā ka hapa nui o ka lele. "Pono ka mea mahiʻai e noho i loko o ke kaʻa e nānā, akā e ʻae ka mea kaʻa iā ia iho."
Ke makaʻu nei ka ʻike maka ʻana ... akā ʻaʻohe kumu e manaʻo ai ʻaʻole hiki ke kūleʻa. ʻO See-and-spray kahi o nā ʻenehana mahiʻai holomua i ʻike ʻia e neʻe kokoke ana i kahi kiko inflection.
ʻO Stephen Volkmann JEFFERIES ANALYST
'Mannleloʻo Volkmannʻo ka see-and-spray AI ka ʻenehana "sexiest" e hele mai ana i ka mahiʻai. "Manaʻo wau he manaʻoʻiʻo ka poʻe he maoli ia," i ʻōlelo ʻo ia. "Ua like ia me ke kaʻa kūʻokoʻa, kahi kāmela i hiki ke ʻike i nā mea he nui a hoʻomaʻamaʻa iā ia me AI algos a ʻike i nā mea kanu like ʻole." Nui nā pilikia i ka hana ʻana: hehi ʻia nā mea kanu a pelu nā lau a aia nā aka i nā māla, a he wahi lepo nā māla, ʻo ia hoʻi he hana nui ka hana ʻana i kēia hana i nā manawa āpau a he hana ia. koi i kahi pae kiʻekiʻe o ka kūleʻa.
"E like me ka hoʻokele ponoʻī, hiki iā lākou ke hana iā ia 95% o ka manawa i kēia lā, akā ʻaʻole lawa kēlā. Pono ʻoe e kiʻi i 100% e kāhea iā ia he kūleʻa. ʻAʻole ʻoe makemake e pīpī i ka mea hewa hewa ma ka mea kanu hewa a ʻo 5% o ka manawa, ”i ʻōlelo ʻo Volkmann. ʻO ka mea hope loa, hiki i ka AI ke aʻo e hoʻomaopopo i nā mea kanu "maikaʻi" me nā mea kanu "maikaʻi" e hoʻohana ana i nā ʻano mea like ʻole, a me nā wahi maikaʻi loa no ke kanu ʻana, ma mua o ka pale wale ʻana i nā nāhelehele kūpono no ka pīpī ʻana.
I kēia lā, hiki i kahi mahiʻai kulina ke loaʻa ma ka awelika 170 bushels i hana ʻia mai ka ʻeka, ʻoiai he hōʻike papa o 600 bushels per acre i hōʻoia ʻia e hiki, inā ke aniau a me nā nāhelehele a me nā kumu ʻē aʻe i ka māla, mai ka lā i nā pepeke a me nā momona, ka lepo. hiki ke kālailai ʻia nā ʻano nutrient a me ka lā a me ke aka, e hana i nā huahana i ʻoi aku ka nui. "Nui nā ʻikepili i nā miliona o nā mea kanu a me nā nāhelehele," wahi a Wertheimer.
Hāʻawi ʻo Deere i ka ʻenehana ExactEmerge a me ExactApply i hoʻolauna ʻia i loko o nā makahiki he XNUMX i hala aku nei a ua hoʻohuli i nā hana mahiʻai e like me ke kanu ʻana i nā hua a me ka pīpī ʻana i nā hana mīkini mahiʻai pono, a ua ʻōlelo nā luna Deere i kāna loaʻa kālā hou loa i kāhea piʻi wikiwiki kēia hopu ʻana o kēia mau ʻenehana e nā mahiʻai.
"Ke makaʻu iki nei ka ʻike maka ʻana ... akā ʻaʻohe kumu e noʻonoʻo ai ʻaʻole hiki ke kūleʻa," wahi a Volkmann. "ʻIke-a-ʻehu kekahi o nā ʻenehana mahiʻai holomua i ʻike ʻia e neʻe kokoke ana i kahi wahi inflection," i ʻōlelo ʻo ia, ʻoiai ua hoʻohui ʻo ia he mau makahiki paha ia no ka ʻenehana hoʻolaha ʻana i nā mea kanu piha e hoʻolaha ʻia.
Deere a me 5G
Hoʻopili ʻia ka pilina o nā kaiāulu i kēia mau ʻenehana i hoʻoikaika ʻia e Deere no kāna hana a me nā kaiāulu kuaʻāina kahi e mahi a noho ai kāna poʻe mahiʻai. ʻOiai nā laikini 5G a ka hui i loaʻa mai nei no kāna hana hana - ʻae iā ia e hana i nā hale hana akamai - Ua ʻōlelo ʻo Hindman aia nā tailwinds e lawe i nā broadband a me 5G hou aku i nā kaiāulu o ʻAmelika.
"ʻO ka hoʻokaʻawale ma waena o ka pilina o nā kūlanakauhale a me nā wahi kaiāulu kahi mea nui ia no mākou, a me nā mahiʻai, a he mea nui hoʻi i nā kaiāulu kaiāulu kahi a lākou e hana ai no nā kumu ma waho o ka pae o ka mahiʻai," i ʻōlelo ʻo ia.
No nā mahiʻai, pono hou ka waihona kālā e kākoʻo i nā kahe ʻikepili ma waena o kā Deere kikowaena kikowaena pūnaewele ponoʻī a me nā mahiʻai, no nā kumu e like me ka hiki ke nānā pono i nā mīkini kaumaha ma nā mahiʻai no nā pono mālama pale. i waho i ke kahua), a no ka hana mamao o nā pono hana i ka wā e hiki mai ana. Ke holo nei ka hana ma o ka launa pū ʻana me ke aupuni a me nā ʻoihana pilikino, i ʻōlelo ʻia e ka Deere CTO.
ʻ saidlelo ʻo Hindman me ka bandwidth 5G a me ka hōʻemi latency e hāʻawi ai, ke kaohi ʻana i nā mīkini ma ka mahiʻai mai kahi mamao i lilo i mea hiki. “He nui nā keu pono i hiki mai i ke kaiāulu ke kū kēlā. … Hilinaʻi mākou aia ka makani ma hope o mākou i kēlā, ”i ʻōlelo ʻo ia no ke kākoʻo aupuni pekelala no nā holomua 5G ma nā wahi kuaʻāina o ka ʻāina.
Ua ʻōlelo ʻo Hindman ua loli ka hoʻolimalima ʻana i ka ʻoihana, a me ka hoʻomaʻamaʻa ʻana i nā limahana o kēia manawa, e like me nā hana hou e like me ka ʻike mea kanu AI a me nā ʻenehana ʻē aʻe. Nui ka makemake o nā mākau ʻike aʻo mīkini, a ma ka laulā, ua ʻōlelo ʻo Hindman i nā makahiki i hala aku nei ua "ʻoi aku ka nui o ka helu ʻia ʻana o ka hana a Deere i nā mākau polokalamu," ʻoiai aia ka ulu like ʻana o nā limahana e kū nei e hoʻokō i nā pono o ka ʻenehana hou.
Oe e lilo ua paʻaʻia ma loko o e Mail i ka manaʻo hoʻopuka.