{"id":4252,"date":"2025-11-26T09:27:10","date_gmt":"2025-11-26T08:27:10","guid":{"rendered":"https:\/\/ellistat.com\/?p=4252"},"modified":"2025-11-26T09:37:51","modified_gmt":"2025-11-26T08:37:51","slug":"folyamatiranyitas-lia-csodakra-kepes-2","status":"publish","type":"post","link":"https:\/\/ellistat.com\/hu\/pilotage-des-procedes-lia-peut-faire-des-merveilles-2\/","title":{"rendered":"Folyamatir\u00e1ny\u00edt\u00e1s: az AI csod\u00e1kra k\u00e9pes"},"content":{"rendered":"

A mesters\u00e9ges intelligencia (AI) az ipari folyamatok optimaliz\u00e1l\u00e1s\u00e1nak rendk\u00edv\u00fcl hat\u00e9kony eszk\u00f6z\u00e9v\u00e9 v\u00e1lik. Az ipari AI ma m\u00e1r lehet\u0151v\u00e9 teszi, hogy az adatokb\u00f3l el\u0151rejelz\u0151 modellt \u00e9p\u00edts\u00fcnk. <\/p>\n\n\n\n

Egy ipari v\u00e1llalatn\u00e1l naponta t\u00f6bb milli\u00e1rd adat keletkezik, ami ide\u00e1lis helysz\u00edn a modellek fejleszt\u00e9s\u00e9hez \u00e9s a termel\u00e9si eredm\u00e9nyek el\u0151rejelz\u00e9s\u00e9hez.<\/p>\n\n\n\n

Egy technol\u00f3giai \u00edg\u00e9ret, amely nagyon vonz\u00f3nak bizonyul...<\/h2>\n\n\n\n

A hib\u00e1tlan mesters\u00e9ges intelligencia \u00e1ltal ir\u00e1ny\u00edtott auton\u00f3m gy\u00e1r k\u00e9pe tov\u00e1bbra is az innov\u00e1ci\u00f3s diskurzust t\u00e1pl\u00e1lja. <\/p>\n\n\n\n

Az ipari val\u00f3s\u00e1g azonban m\u00e1s lehet: a referenci\u00e1k igen nagy sz\u00e1ma, a m\u00e9r\u00e9sek, amelyek nem mindig mutatj\u00e1k a befoly\u00e1sol\u00f3 t\u00e9nyez\u0151k val\u00f3s alakul\u00e1s\u00e1t, azt jelentik, hogy a mesters\u00e9ges intelligencia alkalmaz\u00e1sa a folyamatok ir\u00e1ny\u00edt\u00e1s\u00e1ra nem mindig meggy\u0151z\u0151.<\/p>\n\n\n\n

Amit a mesters\u00e9ges intelligencia (m\u00e1r) tud<\/h2>\n\n\n\n

A mesters\u00e9ges intelligencia bevezet\u00e9se azt jelenti, hogy mindenekel\u0151tt a m\u00e1r elsaj\u00e1t\u00edtott \u00e1gazatokra kell \u00f6sszpontos\u00edtani. A mesters\u00e9ges intelligencia ma a j\u00f3l meghat\u00e1rozott folyamatok ir\u00e1ny\u00edt\u00e1s\u00e1ban jeleskedik. P\u00e9ld\u00e1ul k\u00e9pes optimaliz\u00e1lni egy szersz\u00e1mg\u00e9p param\u00e9tereit vagy felismerni az alkatr\u00e9szek vizu\u00e1lis hib\u00e1it.<\/p>\n\n\n\n

A k\u00f6zhiedelemmel ellent\u00e9tben nem el\u00e9g, ha mindenhol vannak \u00e9rz\u00e9kel\u0151k. Az ipari m\u00e9r\u00e9sek kimer\u00edt\u0151 volta csak l\u00e1tszat: bizonyos d\u00f6nt\u0151 fontoss\u00e1g\u00fa v\u00e1ltoz\u00f3kat, p\u00e9ld\u00e1ul egy alkatr\u00e9sz tisztas\u00e1g\u00e1t nem lehet megragadni. A mesters\u00e9ges intelligencia csak azt tudja megtanulni, amit megmutatnak neki. Megb\u00edzhat\u00f3 adatok n\u00e9lk\u00fcl pedig a mesters\u00e9ges intelligencia sem tanulni, sem hat\u00e9konyan ir\u00e1ny\u00edtani nem tud.<\/p>\n\n\n\n

...\u00e9s amit m\u00e9g mindig nem tud.<\/h2>\n\n\n\n

A m\u00e1sik nagy kih\u00edv\u00e1s a referenci\u00e1k sokf\u00e9les\u00e9ge. Egy t\u00f6bb sz\u00e1z term\u00e9ket gy\u00e1rt\u00f3 m\u0171helyben annyi AI-modellre van sz\u00fcks\u00e9g, ah\u00e1ny term\u00e9k van. A kih\u00edv\u00e1s ekkor az lesz, hogy nagyon kis mennyis\u00e9g\u0171 adatb\u00f3l gyorsan fel\u00e9p\u00edts\u00fcnk egy modellt. Ma kev\u00e9s ter\u00fclet k\u00e9pes megfelelni ennek a kih\u00edv\u00e1snak, a CAD \u00e9s CAM adatoknak k\u00f6sz\u00f6nhet\u0151en a megmunk\u00e1l\u00e1s figyelemre m\u00e9lt\u00f3 kiv\u00e9tel\u00e9vel. M\u00e1s ter\u00fcleteken, mint p\u00e9ld\u00e1ul a g\u00e9pi l\u00e1t\u00e1s vagy a predikt\u00edv karbantart\u00e1s, val\u00f3di el\u0151rel\u00e9p\u00e9s t\u00f6rt\u00e9nt, de ez m\u00e9g mindig nem teljes, mivel m\u00e9g mindig sz\u00e1z vagy t\u00f6bb alkatr\u00e9szre van sz\u00fcks\u00e9g egy modell fel\u00e9p\u00edt\u00e9s\u00e9hez.<\/p>\n\n\n\n

A mesters\u00e9ges intelligencia bevezet\u00e9se az ipari szektorban ez\u00e9rt azt jelenti, hogy m\u00e1r a tervez\u00e9si f\u00e1zist\u00f3l kezdve a m\u00e9retn\u00f6vel\u00e9sen kell gondolkodni. A kezdeti eredm\u00e9nyek ugyanis, b\u00e1r n\u00e9h\u00e1ny referenci\u00e1n\u00e1l eredm\u00e9nyesnek bizonyulhatnak, neh\u00e9z lehet ezeket az eredm\u00e9nyeket a termel\u00e9s eg\u00e9sz\u00e9re \u00e1t\u00fcltetni.<\/p>\n\n\n\n

Ideje a megk\u00fcl\u00f6nb\u00f6ztet\u00e9snek, nem az euf\u00f3ri\u00e1nak<\/h2>\n\n\n\n

A mesters\u00e9ges intelligencia hatalmas lehet\u0151s\u00e9geket rejt mag\u00e1ban. Ha sikeresen alkalmazz\u00e1k, az eredm\u00e9nyek leny\u0171g\u00f6z\u0151ek. A kih\u00edv\u00e1st az jelenti, hogy a mesters\u00e9ges intelligenci\u00e1t ott integr\u00e1ljuk, ahol m\u00e9rhet\u0151 \u00e9s operat\u00edv hat\u00e1sa van. Ha mindent tesztel\u00fcnk, az a kudarc receptje, mert lehetetlen lesz a m\u00e9retn\u00f6vel\u00e9s \u00e9s a befektet\u00e9s val\u00f3di megt\u00e9r\u00fcl\u00e9se.<\/p>\n\n\n\n

A betegek forradalma<\/h2>\n\n\n\n

Az ipari mesters\u00e9ges intelligencia nagy teljes\u00edtm\u00e9ny\u0171 eszk\u00f6z, amely szigor\u00fas\u00e1got, k\u00f6r\u00fcltekint\u00e9st \u00e9s m\u00f3dszert ig\u00e9nyel. A v\u00e1llalatok hozz\u00e1\u00e1ll\u00e1s\u00e1nak egy\u00e9rtelm\u0171nek kell lennie: strat\u00e9gi\u00e1t kell meghat\u00e1rozni. Az ipari mesters\u00e9ges intelligencia forradalma folyamatban van. Nem fog hasonl\u00edtani egy sci-fi filmre vagy a berendez\u00e9sek\u00e9rt folytatott eszeveszett versenyre. T\u00fcrelmes, prec\u00edz \u00e9s ellen\u0151rz\u00f6tt \u00e1tmenet lesz.<\/p>\n\n\n\n

<\/p>\n\n\n\n

\ud83d\uddde\ufe0f A cikk a k\u00f6vetkez\u0151 kiadv\u00e1nyban jelent meg MSM<\/a> - november 2025<\/p>\n\n\n\n

\ud83d\udd8b\ufe0f \u00cdrta: V\u00e9ronique Albet - Comcordance<\/a><\/p>\n\n\n\n

\ud83d\udcf8 Fot\u00f3 Studio LeMesle<\/a><\/p>\n\n\n\n

<\/p>","protected":false},"excerpt":{"rendered":"

L’intelligence artificielle (IA) s’impose aujourd’hui comme un outil redoutablement efficace pour optimiser les proc\u00e9d\u00e9s industriels. Aujourd’hui, l’IA industrielle permet de construire un mod\u00e8le pr\u00e9dictif \u00e0 partir de donn\u00e9es. Or, dans une entreprise industrielle, on produit des milliards de donn\u00e9es par jour, c’est donc le lieu id\u00e9al pour d\u00e9velopper des mod\u00e8les et pr\u00e9dire le r\u00e9sultat de […]<\/p>\n","protected":false},"author":4,"featured_media":4253,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-4252","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apc"],"acf":[],"yoast_head":"\nPilotage des proc\u00e9d\u00e9s : l'IA peut faire des merveilles - Ellistat<\/title>\n<meta name=\"description\" content=\"L'IA industrielle permet de construire un mod\u00e8le pr\u00e9dictif \u00e0 partir de donn\u00e9es. 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