UDürr ubonisa uHlaziyo oluPhezulu, isicelo sokuqala se-AI esilungele imarike kwiivenkile zepeyinti.Inxalenye yemodyuli yamva nje kuthotho lweemveliso zeDXQanalyze, esi sisombululo sidibanisa itekhnoloji ye-IT yamva nje kunye namava kaDürr kwicandelo lobunjineli boomatshini, ichonga imithombo yeziphene, ichaza ezona nkqubo zilungileyo zogcino, ilandelela ulungelelwaniso olwalungaziwa ngaphambili kwaye isebenzisa olu lwazi ukulungelelanisa. ialgorithm kwisistim usebenzisa umgaqo wokuzifundela.
Kutheni amaqhekeza ehlala ebonisa iziphene ezifanayo?Yeyiphi yamva nje ukuba umxubi kwirobhothi unokutshintshwa ngaphandle kokumisa umatshini?Ukuba neempendulo ezichanekileyo nezichanekileyo kule mibuzo ngundoqo kwimpumelelo yoqoqosho ezinzileyo njengoko isiphene ngasinye okanye ulondolozo olungeyomfuneko olunokuthi luphetshwe lugcine imali okanye luphucule umgangatho wemveliso.Ngaphambili, bezimbalwa kakhulu izisombululo ezibambekayo ebezinokusivumela ukuba sichonge ngokukhawuleza iziphene ezisemgangathweni okanye ukusilela.Kwaye ukuba bezikhona, bezisekwe ngokubanzi kuphononongo olwenziwa ngesandla lwedatha okanye imizamo yokulinga kunye neempazamo.Le nkqubo ngoku ichanekile ngakumbi kwaye izenzekela ngokubulela kwiArtificial Intelligence”, kuchaza uGerhard Alonso Garcia, uSekela Mongameli we-MES & Control Systems eDürr.
I-Dürr's DXQanalyze uchungechunge lwemveliso yedijithali, esele iquke iimodyuli zokuFumana iiDatha zokufumana idatha yemveliso, iVisual Analytics yokuyijonga, kunye noHlalutyo lokuHamba, ngoku inokuthembela kwisityalo esitsha soHlalutyiso oluPhezulu lokuzifundela kunye nenkqubo yokubeka iliso.
Usetyenziso lwe-AI lunenkumbulo yalo
Ubunqabileyo be-Advanced Analytics kukuba le modyuli idibanisa inani elikhulu ledatha kubandakanya idatha yembali kunye nokufunda komatshini.Oku kuthetha ukuba isicelo se-AI esizifundelayo sinenkumbulo yaso kwaye ke ngoko sinokusebenzisa ulwazi oludlulileyo ukuya kokubini ukuqaphela ulungelelwaniso oluntsonkothileyo kumthamo omkhulu wedatha kwaye luqikelele isiganeko kwixa elizayo kunye nenqanaba eliphezulu lokuchaneka okusekwe kungokunje. iimeko zomatshini.Zininzi izicelo zale nto kwiivenkile zepeyinti, nokuba kukwicandelo, inkqubo, okanye umgangatho weplanti.
Ulondolozo oluqikelelweyo lunciphisa amaxesha okwehla kwezityalo
Xa kuziwa kumacandelo, i-Advanced Analytics ijolise ekunciphiseni ixesha eliphantsi ngokugcinwa kwangaphambili kunye nolwazi lokulungisa, umzekelo ngokuxela kwangaphambili ubomi benkonzo eseleyo yomxube.Ukuba icandelo litshintshwa kwangethuba kakhulu, iindleko ze-spare parts zinyuka kwaye ngenxa yoko iindleko zokulungisa zinyuka ngokungeyomfuneko.Ngakolunye uhlangothi, ukuba ishiywe isebenza ixesha elide, inokubangela iingxaki ezisemgangathweni ngexesha lenkqubo yokugubungela kunye nokuyeka umatshini.I-Advanced Analytics iqala ngokufunda izikhombisi zokunxiba kunye nepateni yexeshana yokunxitywa usebenzisa idatha yerobhothi ye-high-frequency.Kuba idatha irekhodwa ngokuqhubekayo kwaye ibekwe iliso, imodyuli yokufunda yomatshini ngamnye ibona iindlela zokuguga zecandelo elihambelanayo ngokusekwe kusetyenziso lwenyani kwaye ngale ndlela ibala elona xesha lokutshintsha.
Iijiko zobushushu eziqhubekayo zilinganiswe kukufunda koomatshini
I-Advanced Analytics iphucula umgangatho kumgangatho wenkqubo ngokuchonga i-anomalies, umzekelo ngokulinganisa i-curve yokushisa kwi-oven.Ukuza kuthi ga ngoku, abavelisi babenedatha kuphela egqitywe ngabenzi boluvo ngexesha lokuqhuba komlinganiselo.Nangona kunjalo, iijika zokufudumala ezibaluleke kakhulu kumgangatho womgangatho womzimba wemoto ziyahluka ukusuka kwixesha le-oveni, ngexesha lekhefu phakathi kokulinganisa ukubaleka.Oku kunxitywa kubangela iimeko eziguquguqukayo zendawo, umzekelo kukuqina kokuhamba komoya.Ukuza kuthi ga ngoku, amawaka emizimba aveliswa ngaphandle kokwazi amaqondo obushushu athe afuduselwa kuwo umzimba ngamnye.Ukusebenzisa ukufunda koomatshini, imodyuli yethu yoHlahlo oluPhezulu ilinganisa indlela ubushushu obutshintsha ngayo phantsi kweemeko ezahlukeneyo.Oku kunika abathengi bethu ubungqina obusisigxina bomgangatho wenxalenye nganye kwaye ibavumela ukuba bachonge izinto ezingaqhelekanga, utshilo uGerhard Alonso Garcia.
Izinga eliphezulu lokuqala linyusa ukusebenza kakuhle kwezixhobo
Ngokubhekiselele kwi-implant, i-software ye-DXQplant.analytics isetyenziswe ngokudibanisa nemodyuli ye-Advanced Analytics ukwenzela ukwandisa ukusebenza ngokupheleleyo kwezixhobo.Isisombululo esikrelekrele somenzi waseJamani silandelela iziphene zomgangatho eziphindaphindiweyo kwiintlobo ezithile zemodeli, imibala ethile okanye kumalungu omzimba ngamnye.Oku kuvumela umthengi ukuba aqonde ukuba yeyiphi inyathelo kwinkqubo yokuvelisa enoxanduva lokutenxa.Eso siphene kunye nesizathu sokulungelelaniswa kuya kwandisa isantya sokuqala kwixa elizayo ngokuvumela ungenelelo kwangethuba.
Indibaniselwano phakathi kobunjineli bezityalo kunye nobuchule bedijithali
Ukuphuhlisa imodeli yedatha ehambelana ne-AI yinkqubo enzima kakhulu.enyanisweni, ukuvelisa isiphumo esikrelekrele ngokufunda komatshini, akwanele ukufaka amanani angachazwanga edatha kwi-algorithm "ehlakaniphile".Imiqondiso efanelekileyo kufuneka iqokelelwe, ikhethwe ngononophelo kwaye ihlanganiswe nolwazi olongezelelweyo olucwangcisiweyo oluvela kwimveliso.UDürr wakwazi ukuyila isoftware exhasa iimeko ezahlukeneyo zokusetyenziswa, ibonelela ngendawo esebenza ngexesha lemodeli yokufunda koomatshini kwaye iqalise uqeqesho lwemodeli.“Ukuphuhlisa esi sisombululo kwakungumngeni wokwenene njengoko kwakungekho modeli isebenzayo yokufunda koomatshini kwaye kungekho ndawo ifanelekileyo yexesha lokusebenza ebesinokuyisebenzisa.Ukuze sikwazi ukusebenzisa i-AI kwinqanaba leplanti, siye sadibanisa ulwazi lwethu lomatshini kunye nobunjineli bezityalo kunye neengcali zethu zeDigital Factory.Oku kukhokelele kwisisombululo sokuqala sobukrelekrele bokwenziwa kwiivenkile zepeyinti”, utshilo uGerhard Alonso Garcia.
Izakhono kunye nolwazi oludityanisiweyo ukuphuhlisa i-Advanced Analytics
Iqela lezifundo ezahlukeneyo elenziwe zizazinzulu zedatha, izazinzulu zekhompyuter kunye neengcali zenkqubo ziphuhlise esi sisombululo sikrelekrele.UDürr ungene kubuhlakani bentsebenziswano nabavelisi beemoto abaliqela abakhulu.Ngale ndlela, abaphuhlisi babenedatha yemveliso yokwenyani kunye neendawo zesayithi ze-beta kwimveliso yeemeko ezahlukeneyo zesicelo.Okokuqala, i-algorithms yaqeqeshwa kwibhubhoratri kusetyenziswa inani elikhulu lamatyala ovavanyo.Emva koko, i-algorithms iqhubekile nokufunda kwisiza ngexesha lomsebenzi wokwenyani kwaye yaziqhelanisa nokusingqongileyo kunye neemeko zokusetyenziswa.Isigaba se-beta kutshanje sigqitywe ngempumelelo kwaye sabonisa ukuba ingakanani i-AI enayo.Usetyenziso lokuqala olusebenzayo lubonisa ukuba isoftware evela eDürr ikhulisa ukufumaneka kwezityalo kunye nomgangatho womphezulu wemizimba epeyintiweyo.
Ixesha lokuposa: Mar-16-2022