Isingeniso Somkhiqizo
I-DeepDragon ™, Luhlelo oluhlakaniphile oluhamba phambili emhlabeni wonke futhi oluhamba phambili emhlabeni wonke olungasiza ngokushesha ekwakhiweni nasekusebenzeni kahle kwabantu besithathu ezindaweni eziqokiwe. Ukuxazulula ngokushesha nangokuphumelelayo izidingo zokwenza izinqumo zokutshalwa kwezimali eziphuthumayo zemboni yokwelapha indle yasemakhaya yokuklama okuzenzakalelayo, isabelomali sezindleko zokutshalwa kwezimali, kanye nokusebenza okuhlanganisiwe kwezitshalo zamanzi amdaka kanye namapayipi amasha eziteshi. Uma kuqhathaniswa nomklamo wendabuko, ukusebenza kahle kungathuthukiswa ngaphezu kuka-50%, futhi izinga lokusebenza eliphumelelayo lezimpahla lingafinyelela ku-100%, kufezwe ukusebenza okuhlakaniphile kwenethiwekhi yefektri amahora angama-24 ngosuku, izinsuku eziyi-7 ngesonto, ngamathuba amaningi okusebenzisa ubuchwepheshe.
Ukuhlangana ne-Institute of Automation ye-Chinese Academy of Sciences ukusungula i-China Academy of Sciences Suzhou Research Institute Liding Environmental Protection Joint Laboratory
Umholi wokuqala wamazwe ngamazwe emhlabeni
Umbiko Wokusesha Obusha Bobuchwepheshe Bomhlaba Wonke
Onjiniyela bentuthuko abangaphezu kuka-50+ Izinsuku eziyi-1000 zocwaningo lobuchwepheshe kanye nentuthuko amalungelo obunikazi okusungula ayisisekelo angu-4
Ubuchwepheshe Obuyinhloko
Ukuze kuxazululwe inkinga yokuthola idatha eyisisekelo endaweni ethile, uhlelo lusebenzisa indlela yokumodela yasemoyeni esheshayo kusetshenziswa izimoto zasemoyeni ezingenamuntu ngaphezu kwezindlela zokuthola idatha ezivamile ukuze kufezwe ukutholwa kwedatha. Ama-algorithm asekelwe ekufundeni okujulile angabona ngokuzenzakalelayo izici ezifana nemigwaqo, izindlu, kanye nezinhlelo zamanzi. Qaphela ukuhlaziywa okuzenzakalelayo kanye nokuhlonza imigomo ngokushesha.
Njengamanje, uhlelo seluqedile ukuqeqeshwa nokufunda ngemodeli yedatha yokuqoqwa kwezithombe zasemoyeni ngobukhulu bezigcawu ezingaphezu kuka-5000 ezahlukene, ngokunemba kokuchazwa okuzenzakalelayo okungu-90%. Lungafinyeza kakhulu noma luthathe indawo yomsebenzi wedatha eyisisekelo njengendawo yasemakhaya kanye nokuhlola kanye nokuchazwa komhlaba, luthuthukise kakhulu ukusebenza kahle komsebenzi, futhi longe isikhathi kanye nezindleko zabasebenzi.
Ekuklanyweni kwamapayipi, ngokusekelwe emiphumeleni yokuqashelwa kwezici, ukwakhiwa kohlelo kwenziwa, kucatshangelwa ubunzima bezindlu zasemakhaya nemigwaqo. Ekuqaleni komklamo, samukele ubuchwepheshe obuhlukahlukene kanye nama-algorithms njengokwandiswa kwenethiwekhi yomgwaqo ukuze sikhiphe futhi sihlanze uhlaka lwenethiwekhi yomgwaqo, sisuse noma sinciphise amagatsha amanga kunethiwekhi yomgwaqo, futhi sinqume futhi sihlanze inethiwekhi yomgwaqo ukuze senze uhlaka lwenethiwekhi yomgwaqo olukhishwe luhambisane kakhulu nesakhiwo sangempela senethiwekhi yomgwaqo.
Usebenzisa ithiyori yegrafu, phakamisa ngobuhlakani imodeli yemephu yasemakhaya, khipha futhi uguqule izici ezitholiwe, bese wakhe imodeli yemephu yasemakhaya ehlela futhi ibonise ubudlelwano phakathi kwezindlu, imigwaqo, namabanga azo kanye nokuphakama okuhlobene edolobhaneni.
Okokugcina, idatha yesithombe kanye nolwazi lokuphakama kufakwa ku-algorithm yokukhiqiza inethiwekhi yamapayipi. Ngokuphindaphindwa okuningi, i-algorithm yendlela emfushane yomthombo owodwa ibizwa ukuhlanganisa ulwazi lokuklama lochwepheshe oluqoqwe amayunithi amaningi okuklama emithethweni yokuklama.
Kuhlanganiswe ne-algorithm, ukufunda okujulile kwemithetho yokuklama amapayipi kungalingisa ngokunembile ukugeleza kwendle kanye nezinhlelo zokubeka amapayipi ngaphambi kokufakwa. Yehlisa izinga lamaphutha lomklamo ozenzakalelayo wamapayipi osebenza kahle libe ngaphakathi kuka-10%.
Uhlelo lungakhiqiza ngokuzenzakalelayo uhlu lwesabelomali sokutshalwa kwezimali olunemininingwane ngokusekelwe kudatha yobuningi bobunjiniyela kanye nemithetho yezindleko enikezwe ohlelweni lokuklama ipayipi elizenzakalelayo. Qaphela isabelomali esifike ngesikhathi nesinengqondo.
Enqubweni yokuklama ipayipi, ukukhethwa kwemishini kungafinyelelwa, futhi uhlelo lungakhetha imikhiqizo nezinqubo zemishini ezahlukene ngokusekelwe kudatha yokusetshenziswa kwamanzi yesifunda enikezwe yi-algorithm, okuqinisa ukuphathwa okuhlanganisiwe kwefektri kanye nenethiwekhi.
Ipulatifomu inikeza ukuhlela kwangempela kwezakhiwo zesici kanye nomklamo wepayipi, futhi ama-algorithms angamunca futhi afunde ulwazi lokusebenza komsebenzisi, athuthukise amakhono okuxhumana phakathi komuntu nomkhiqizo kanye nokuthuthukisa izinga lobuhlakani bomkhiqizo.
Ipulatifomu iphinde inikeze ikhambi elilodwa labasebenzisi lokwenza ngezifiso amafomethi emephu okuthuthukiswa kokubukwa kweWebGIS, amafomethi asekelayo afana namafayela efomethi ye-AutoCAD DWG asetshenziswa kakhulu, i-GeoJSON namanye amafomethi efayela le-GIS asetshenziswa kakhulu, Isebenzisa amabhlogo evektha yeWebGL kanye nezitayela ezenziwe ngokwezifiso ukwethula amamephu asebenzisanayo, ihlinzeka ngokubonakala okusha kwedatha enkulu kanye nemisebenzi yokubukwa kwedatha yokusakaza ngesikhathi sangempela. Ngalo mkhiqizo, amafayela okuklama ukwakhiwa kwamapayipi angalayishwa futhi aboniswe kumamephu e-GIS. Qaphela ukuphathwa okuhlanganisiwe kwedatha yenethiwekhi yefektri kuyo yonke impilo.
Ipulatifomu yokusebenza kwendle ehlukaniswe ngokwezinga le-Liding Environmental Protection idale imodeli entsha yokusebenza kwendle ehlukaniswe ngokwezinga le ...
Uhlelo lungabeka imithetho ye-alamu ngokukhululeka ukuze kufezwe i-alamu yesikhathi sangempela kanye nokusunduzwa kwe-akhawunti esemthethweni ye-WeChat, ukusatshalaliswa kwemisebenzi okuhlakaniphile, ukungena nokuphuma kwabasebenzi kanye nemoto, ukufakwa nokucutshungulwa kolwazi lokusebenza, kanye nokukhiqizwa okuzenzakalelayo kombiko wokusebenza.
Kunganciphisa isikhathi sokuhlola ngesandla ngo-40%, kuthuthukise ukuqapha kanye nokusebenza kahle kokwenza izinqumo ngo-20%, kuthuthukise ngokuphelele izinga lokulinganisa, ubungcweti, ukulinganisa, kanye nobuhlakani beyunithi yokusebenza nokulungisa, futhi kusebenze kangcono ukusebenza nokuphathwa kokwelashwa kwendle yasemakhaya.
Inqubo ye-R&D
