Non woven fabric defect yekuona tekinoroji

Machira asina kurukwa agara achishandiswa zvakanyanya semidziyo inoshandiswa pakurapa inoraswa senge masiki ekuvhiya, ngowani dzemukoti, uye makepu ekuvhiya mukugadzira.Hunhu hwemidziyo yekurapa inoraswa inonyanya kuenderana nemhando yemachira asiri akarukwa.Nekuda kwekuti kugadzirwa uye kutakurwa kwemachira asiri akarukwa haagone kuvimbisa kuchena kwakazara kwenzvimbo, uye ivo pachavo vane simba rakasimba remagetsi adsorption, vanowanzo shambadza tsvina diki mumhepo.Nokudaro, zvinhu zvekunze zvinogona kunge zviripo munzvimbo shomanana dzemachira asina kuruka.Iyo isiri-yakarukwa machira akadzidzwa muchinyorwa ichi anoshandiswa zvakananga kugadzirwa kwemasiki, Mushure mekuongorora yakasarudzwa akaremara samples, zvakaonekwa kuti chikamu chekunze kwechinhu chakaremara, senge zvipembenene nevhudzi, ndicho chepamusoro.Kuvapo kwechikanganiso ichi kunotungamira zvakananga kune yakaderera mhando yezvinotevera zvigadzirwa, uye zvigadzirwa zvisina kukwana zvinorambidzwawo zvakanyanya kupinda mumusika.Naizvozvo, vagadziri vanofanirwa kubvisa zvimwe zvezvikanganiso izvi, zvikasadaro zvinokonzeresa kurasikirwa kukuru kwehupfumi.

Parizvino, makambani makuru mazhinji muindastiri anoshandisa midziyo yekuongorora yekuona kunze kwenyika yekuona kukanganisa.Kunyangwe mhedzisiro yacho yakanaka, zvishandiso izvi zvinowanzo kudhura mumutengo uye kugadzirisa, uye hazvina kukodzera kumabhizinesi madiki nemashopu ekushandisa.Mazhinji makambani madiki muChina achiri kushandisa echinyakare bhuku rekuona ongororo yekuongorora kukanganisa.Iyi nzira iri nyore, asi inoda kudzidziswa kwevashandi kwenguva refu, kushomeka kwekuona uye kurongeka, uye kutambisa huwandu hwezviwanikwa zvevanhu, inova mari yakakosha yekutarisira bhizinesi.Mumakore achangopfuura, munda wekuona chirema wakakura nekukurumidza, uye varidzi vebhizinesi vari kushandisa zvishoma nezvishoma matekinoroji matsva kutsiva echinyakare bhuku rekuona nzira dzekuongorora.

Kubva pamaonero emaitiro ekusimudzira indasitiri, kugadzira otomatiki yekuona mudziyo unogona kuwana uye kuongorora mifananidzo yakakanganisika mukugadzira machira asiri akarukwa inzira inodiwa yekusimudzira budiriro yekugadzira, kuve nechokwadi chemhando yechigadzirwa, uye kuderedza mutengo wevashandi.Kubva kuma1980, mainjiniya mazhinji akaedza kushandisa ruzivo rwakakodzera rwekuona komputa kuti aone kukanganisa kwemachira asina kuruka.Zvimwe zvidzidzo zvakashandisa nzira dzekuongorora mameseji kuratidza hurema uye kuona hurema, nepo vamwe vakashandisa vataridzi vanoongorora kumucheto kuti vatange vaona chakaremara contour uye kuseta zvikumbaridzo zvine musoro zvichienderana nekuremara kwegrayscale statistical ruzivo kuti vaone chirema, Kune zvakare zvidzidzo zvinoshandisa spectral. nzira dzekuongorora dzekuona zvikanganiso zvichibva pane yakakwirira texture periodicity yemachira.

Idzi nzira dziri pamusoro dzakawana mamwe maapplication mhedzisiro mumatambudziko ekuona kukanganisa, asi pachine zvimwe zvinogumira: chekutanga, chimiro uye saizi yehurema munzvimbo chaidzo dzekugadzira zvinosiyana.Defect yekuona algorithms yakavakirwa pamuchina kudzidza uye nhamba yeruzivo inoda kuseta zvikumbaridzo zvichienderana neruzivo rwekare, izvo zvisingakwanisi kushanda kune zvese zvinokanganisa, zvichikonzera kusakwana kusimba kweiyi nzira.Chechipiri, Nzira dzechinyakare dzekuona komputa dzinowanzo kunonoka kuita uye hadzigone kuzadzisa izvo-chaiyo-nguva zvinodiwa pakugadzirwa.Kubva kuma1980s, munda wekutsvaga muchina wekudzidza wakakura nekukurumidza, uye kushandiswa kweruzivo rwakakodzera kwakafambisa kusimudzira maindasitiri mazhinji.Misoro mizhinji yekutsvagisa yakaratidza kuti kushandiswa kwemichina yekudzidza maalgorithms akadai seBP neural network uye SVM mukuona chirema chejira kunoshanda.Idzi nzira dzinoita kuti pave nekuonekwa kwepamusoro uye imwe nhanho yekusimba, uye haina kuoma kuwana kuburikidza nekunyatsoongorora maitiro ekudzidziswa kwemuchina kudzidza, Kuitwa kwemhando iyi yegorgorithm kunonyanya kuenderana nekusarudzwa kwehurema hwemanyorerwo maficha.Kana zvinyorwa zvemanyorero zvisina kukwana kana kusarura zvakakwana, kuita kwemuenzaniso kuchave kwakashata.

Nekuenderera mberi kwekuvandudzwa kwesimba rekombuta yekombuta uye kuvandudzwa kunopisa kwedzidziso yakadzama yekudzidza mumakore achangopfuura, vanhu vakawanda vakatanga kushandisa kudzidza kwakadzama pakuona kukanganisa kwemachira.Kudzidza kwakadzama kunogona kudzivirira nekusakwana kwemaitiro akagadzirwa nemaoko uye ane yakakwirira yekuona chokwadi.Zvichienderana nekufunga uku, chinyorwa ichi chinoshandisa kuona komputa uye ruzivo rwakadzama rwakanangana nekugadzira jira risiri rakarukwa rakaremara otomatiki yekuona sisitimu, iyo inonyatso kunatsiridza kuona kwechokwadi kwehurema uye ine yakanaka kusimba.