Sekureva kweiyo nguva pfupi yapfuura AI uye AI Musika Musika Inoshuma 2021-2026, iyo yekuomerwa mwero weAI mumaindasitiri akawedzera kubva 19 muzana kusvika pamakore makumi maviri neshanu. Pamusoro pe13 muzana yevakabvunzwa avo vane zvizere kana zvakarukwa zvakazara kunze kweAI mumabasa avo, mamwe 39 muzana pari zvino kuyedza kana kutevedzera tekinoroji.
Ai arikubuda seane kiyi tekinoroji kune vagadziri uye makambani esimba pasi rese, uye fungidziro yeIHTSIRY inofanotaura kuti maindasitiri eAi Sosi.
Zera rekurera rakabereka internet yezvinhu. Zvinogona kuoneka kuti kubuda kwehungwaru hwekungwara kwakakurudzira kumhanya kwekuvandudzwa kweInternet yezvinhu.
Ngatitarisei zvimwe zvezvinhu zvichityaira kusimuka kwemaindasitiri Ai neAiot.
Chinhu Chekuita 1: Zvakawanda uye zvimwe zvishandiso zvishandiso zvemashandiro eindasitiri
Muna 2019, apo Iit auye qualkics yakatanga kuvhara maindasitiri ai, pakanga paine mashoma akazvitsaurira AI software zvigadzirwa kubva kune mashandiro tekinoroji (OT) vatengesi. Kubva ipapo, vazhinji vatengesi veOT vakapinda mumusika weAi nekukudziridza uye kupa AI software mhinduro muchimiro cheAI platforms yepasi pefekitori.
Sekureva kwedata, vangangosvika mazana mana vatengesi vanopa Aiot software. Nhamba yevatengesi software inosangana neyemusango AI musika wakawedzera zvinoshamisa mumakore maviri apfuura. Munguva yekudzidza, Iat fungidziro inozivikanwa 634 Suppliers yeAi Technology kune Vagadziri / Vatengi veAsindori. Yeaya makambani, 389 (61.4%) Ipa AI software.
Iyo New AI Software Software Platform inotarisana nenzvimbo dzemaindasitiri. Kupfuura Uptake, Braincube, kana C3 AI, nhamba iri kukura yebasa rekushanda Mienzaniso inosanganisira abb's genix instructics uye Ai suite, rockwell autocal's fekiseni injista Suite, schneder yemagetsi yekugadzira chikuva, uye nguva pfupi yadarika, nguva pfupi yadarika. Mamwe emapuratifomu aya anonongedzera huwandu hwenzvimbo dzekushandisa. Semuenzaniso, abb's genix chikuva inopa epamberi analytics, kusanganisira pre-yakavakwa application uye masevhisi ekuita mashandiro ekuita manejimendi, asset kutendeka, kusimba uye kupa tambo inoshanda.
Makambani makuru ari kuisa yavo AI software zvishandiso pane shopu pasi.
Iko kuwanikwa kweAi Software zvishandiso zvinofambiswa zvakare nekushandiswa kweSoftware Semuenzaniso, munaDecember 2020, anosunungurwa Amazon Sagmaker, chinhu cheAmazon Sagmaker
Shandisa-kesi-chairo software mhinduro dziri kutyaira kugadzirisa
Shandisa-nyaya-chaiyo software suites suites, yakadai seiya yakatariswa pakufungidzira kuchengetedza, vari kuwedzera kujairika. IOT ANE ANE ANOGONESA kuti nhamba yevanopa uchishandisa AI-based chigadzirwa data manejimendi yakasimuka kusvika pamatanho e data
Chinhu 2: Kukura uye kuchengetedza kweAI mhinduro dziri kureruka
Otomatiki muchina kudzidza (motokari) iri kuita chigadzirwa chakajairika.
Nekuda kwekunetseka kwemabasa anoenderana nekudzidza kwemuchina (ML), kukurumidza kukura kwemuchina ekudzidza kwekudzidza kwemuchina kwakagadzira kudiwa kwekubvisa nzira dzekufunda-nzira dzekufunda dzinogona kushandiswa pasina hunyanzvi. Iyo inokonzeresa ndima yekutsvaga, inofambira mberi automation yekudzidza muchina, inonzi motokari. Makomputa akasiyana siyana anokwereta iyi tekinoroji sechikamu chezvipiriso zvavo zveAi kuti abatsire vatengi kukudziridza ml mhando uye kuita maindasitiri ekushandiswa kwemaindasitiri nekukurumidza. MunaNovember 2020, she skf yakazivisa chigadzirwa-chakavakirwa chigadzirwa chinomisikidza muchina process data ine vibration uye tembiricha data kuti udzikise mutengo uye gonesa matsva emhando mhando kune vatengi.
Machina ekudzidza mashandiro (ml ops) Simplitify Model manejimendi uye kugadzirisa.
Iko kuranga kutsva kwemabasa ekudzidza muchina kunovavarira kurerutsa kuchengetedza kwemhando dzeAI munzvimbo yekugadzira. Iko kuita kweAI modhi kazhinji kunonoka nekufamba kwenguva sezvo inokanganiswa nezvinhu zvinoverengeka mukati mechirimwa (semuenzaniso, shanduko mukugoverwa kwedata uye maitiro emhando yepamusoro. Semhedzisiro, kugadziriswa kwemuenzaniso uye mashini ekudzidza ave madikanwa kuti asangane nezvinodiwa zvemhando yepamusoro emaindasitimu endama
Mumakore achangopfuura, vazhinji vekutanga vakapinda muML Space, kusanganisira databot, Grid.ai, pinecone / zilli / zilliz, Makambani akasimbiswa akawedzera mashini ekudzidza kune yavo iripo AI software zvipiriso, kusanganisira Microsoft, iyo yakaunza dhizaini dhizaini muAzure ML Studio. Ichi chinhu chitsva chitsva chinogonesa vashandisi kuti vaone shanduko mukugoverwa kwe data yekuisa iyo yekushambadzira yemhando yekuenzanisa.
Chinhu Chekuita 3: Kungwara kweNjere Kunoshandiswa kune zviripo zvekushandisa uye kushandisa kesi
Tsika software inopa inowedzera Ai kugona.
Kuwedzera kune iripo yakakura AI Software matodha akadai saAzure ML, AWS SEAGERMERS, uye Google Cloudce Sporning Semuenzaniso, Erp Provider Epicor Software iri kuwedzera AI kugona kune ayo aripo zvigadzirwa kuburikidza neEpicor Virtual mubatsiri (Eva). Akangwara Eva evagents anoshandiswa otomatiki espt maitiro, akadai sekudzidzira mabasa ekugadzira kana kuita mibvunzo yakapfava (semuenzaniso, kuwana ruzivo nezve mitengo yechigadzirwa kana nhamba yezvikamu zviripo).
Maindasitiri ekushandisa zviitiko zviri kusimudzirwa nekushandisa Aiot.
Midhiya yakati wandei yekushandisa iri kuvandudzwa nekuwedzera AI kugona kune iripo Hardware / software infrastation. Muenzaniso wakajeka wakajeka chiratidzo chemhando yekudzora kwemhando. Tsika yemuchina kuona Systems maitiro Muzviitiko zvakawanda (semuenzaniso, zvikamu zvemagetsi zvine zvimiro zvakasiyana zveanomesa), nhamba yenhema dzenhema dzakakwira kwazvo.
Nekudaro, aya masisitimu arikumutsidzirwa kuburikidza nehungwaru hwekunyepedzera. Semuenzaniso, maindasitiri muchina weChinorita akaburitsa mari nyowani yekudzidza
Chinhu chechina: Industrial Aiot Hardware kuve yakavandudzwa
AI machipisi ari kuvandudza nekukurumidza.
EMBEDDED Hardware AI Chips iri kukura nekukurumidza, neyakasiyana sarudzo inowanikwa kutsigira kukura uye kuendesa kweAI mienzaniso. Mienzaniso inosanganisira nvidia's Mumwe muenzaniso weGoogle's Yechina-chizvarwa chegumi ekugadzirisa zvikamu (TPUS), izvo zvine hunyanzvi zvakanangana neyakajaira uye nekumhanya kweanoshanda. Uchishandisa zvakatsaurirwa AI Hardware inoderedza kuenzanisa nguva kubva pamazuva kusvika kumaminitsi, uye yakaratidza kuve shanduko yemitambo mune dzakawanda nyaya.
Simba AI Hardware inowanikwa pakarepo kuburikidza nekubhadhara-per-shandisa modhi.
Bhizinesi rinogara riripo rinogara richisimudzira maseva avo kuti vaite komputa zviwanikwa mugore kuitira kuti vashandisi vekupedzisira vanogona kuita maindasitiri ai application. MunaNovember 2021, semuenzaniso, maAsws akazivisa kuburitswa kwechiitiko cheGPU-yakavakirwa, Semuenzaniso, kuona Systems Provider Nanotronics inoshandisa Amazon EC2 EC2 EL-EXPLE SIMBA SIMBA YAKAITWA UYE KUTI Uwane KUKOSHESA MUDZIDZISI WECHITSAUKO UYE NANTOBES.
Mhedziso uye tarisiro
Ai iri kubuda mufekitori, uye ichave youquicitous muzvishandiso zvitsva, zvakadai seAI-based PDM, uye sekusimudzira kune iripo software uye kushandisa zviitiko. Mabhizimusi makuru ari kutenderedza akati wandei ai yekushandisa zviitiko uye kutaurira kubudirira, uye akawanda mapurojekiti ane yakakwira kudzoka pakudyara. Zvese mune zvese, kusimuka kwegore, IHOT mapuratifomu uye ane simba AI machipiti anopa chibharo kwechizvarwa chitsva che software uye optimization.
Kutumira Nguva: Jan-12-2022