\u0130stehsal v\u0259 keyfiyy\u0259t menecerl\u0259ri tez-tez m\u0259hsul v\u0259 prosesl\u0259ri fiziki olaraq yoxlay\u0131r v\u0259 onlar\u0131n tap\u0131nt\u0131lar\u0131n\u0131 q\u0259l\u0259m v\u0259 ka\u011f\u0131zla qeyd etdiyin\u0259 g\u00f6r\u0259, manuel prosesl\u0259r tez-tez \u015f\u00f6b\u0259l\u0259rin bo\u015fald\u0131lmas\u0131 il\u0259 n\u0259tic\u0259l\u0259nir. Bu m\u0259lumat t\u0259\u015fkilat\u0131n q\u0259rar q\u0259bul ed\u0259n \u015f\u0259xsl\u0259rin\u0259 \u00e7ata v\u0259 ya \u00e7atmaya bil\u0259r ki, bu da \u015f\u0259ffafl\u0131q probleml\u0259rin\u0259 s\u0259b\u0259b olur.\u00a0<\/p>\n\n\n\n
\u018f\u015fyalar\u0131n S\u0259naye \u0130nternetind\u0259n (IIoT) istifad\u0259 etm\u0259kl\u0259 istehsal\u00e7\u0131lar a r\u0259q\u0259msal istehsal m\u0259rt\u0259b\u0259si<\/a> v\u0259 ba\u015flan\u011f\u0131cdan ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131n\u0131 qurun. M\u00fcvafiq d\u0259st\u0259k il\u0259 ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131 daha keyfiyy\u0259tli m\u0259hsullarla \u0259h\u0259miyy\u0259tli q\u0259na\u0259tl\u0259r g\u0259tir\u0259 bil\u0259r, \u00e7\u00fcnki o, z\u0259man\u0259t probleml\u0259ri riskini azald\u0131r, sad\u0259l\u0259\u015fdirilmi\u015f v\u0259 s\u0259m\u0259r\u0259li prosesl\u0259r yarad\u0131r v\u0259 tullant\u0131lar\u0131 azald\u0131r.\u00a0<\/p>\n\n\n\n Ma\u011faza k\u0259\u015ffiyyat\u0131n\u0131n d\u00f6rd \u0259sas faydas\u0131 var, lakin bu faydalar\u0131 maksimum d\u0259r\u0259c\u0259d\u0259 art\u0131rmaq \u00fc\u00e7\u00fcn obyekt ciddi \u015f\u0259kild\u0259 r\u0259q\u0259msalla\u015fd\u0131r\u0131lmal\u0131d\u0131r. Qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 vacibdir \u2013 b\u00fct\u00fcn \u0259sas \u0259m\u0259liyyat sisteml\u0259ri v\u0259 prosesl\u0259r IIoT r\u0259q\u0259msal ekosistemin\u0259 qo\u015fulmal\u0131d\u0131r.\u00a0\u00a0<\/p>\n\n\n\n Ma\u011faza k\u0259\u015ffiyyat\u0131 il\u0259 istehsal\u00e7\u0131lar aktivl\u0259ri v\u0259 sisteml\u0259ri birl\u0259\u015fdir\u0259 bil\u0259rl\u0259r real vaxt rejimind\u0259<\/a>, istehsal performans\u0131n\u0131n monitorinqinin g\u00fccl\u0259ndirilm\u0259si. Buna m\u0259lumat ax\u0131n\u0131n\u0131 art\u0131rmaq, IoT-d\u0259n istifad\u0259 ed\u0259r\u0259k xidm\u0259tl\u0259r t\u0259qdim etm\u0259k v\u0259 ya \u00fcmumi avadanl\u0131q s\u0259m\u0259r\u0259liliyini (OEE) \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn k\u00f6hn\u0259 ma\u015f\u0131nlar\u0131 IoT sensorlar\u0131 il\u0259 t\u0259chiz etm\u0259kl\u0259 nail olmaq olar.\u00a0<\/p>\n\n\n\n \u0130stehsal\u00e7\u0131lar h\u0259m\u00e7inin r\u0259q\u0259msal \u0259kiz texnologiyas\u0131ndan ma\u015f\u0131nlar\u0131 faktiki olaraq t\u0259krarlamaq v\u0259 potensial probleml\u0259ri modell\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 ed\u0259 bil\u0259rl\u0259r. Buraya \u00f6t\u00fcrm\u0259 qabiliyy\u0259ti modell\u0259ri v\u0259 darbo\u011faz t\u0259hlili daxil ola bil\u0259r.\u00a0<\/p>\n\n\n\n Bundan \u0259lav\u0259, ma\u015f\u0131n m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 v\u0259 vizualla\u015fd\u0131r\u0131lmas\u0131 m\u0259lumatlar\u0131n daha yax\u015f\u0131 ba\u015fa d\u00fc\u015f\u00fclm\u0259sin\u0259 v\u0259 departamentl\u0259r v\u0259 fabrikl\u0259r aras\u0131nda sistematik \u015f\u0259kild\u0259 daha asan payla\u015f\u0131lmas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r.\u00a0\u00a0<\/p>\n\n\n\n IIoT v\u0259 ya k\u0259nar hesablama texnologiyalar\u0131na \u0259saslanan proqnozla\u015fd\u0131r\u0131c\u0131 texniki xidm\u0259t yana\u015fmas\u0131 probleml\u0259ri ba\u015f verm\u0259mi\u015fd\u0259n \u0259vv\u0259l h\u0259ll etm\u0259y\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r, g\u00f6zl\u0259nilm\u0259z dayanma m\u00fcdd\u0259tini azaldaraq ma\u015f\u0131n nasazl\u0131\u011f\u0131n\u0131n illik x\u0259rcl\u0259rini azalda bil\u0259r.\u00a0\u00a0<\/p>\n\n\n\n \u0130stehsal\u00e7\u0131lar ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 ed\u0259r\u0259k istehsal t\u0259l\u0259bl\u0259rini proqnozla\u015fd\u0131rmal\u0131 v\u0259 anormal \u015f\u0259rtl\u0259ri proaktiv \u015f\u0259kild\u0259 a\u015fkar etm\u0259y\u0259 \u00e7al\u0131\u015fmal\u0131d\u0131rlar ki, m\u00fch\u0259ndisl\u0259r t\u0259miri qabaqcadan g\u00f6r\u0259 bilsinl\u0259r.\u00a0<\/p>\n\n\n\n Shopfloor k\u0259\u015ffiyyat\u0131 da icaz\u0259 ver\u0259 bil\u0259r ki\u00e7ik partiya istehsal\u0131<\/a> v\u0259 x\u00fcsusi dizaynlar, materiallar v\u0259 \u00e7atd\u0131r\u0131lma. T\u0259l\u0259b \u00fczr\u0259 m\u00f6vcudlu\u011fu d\u0259st\u0259kl\u0259m\u0259k \u00fc\u00e7\u00fcn istehsal\u00e7\u0131lar bir-biri il\u0259 \u0259laq\u0259 saxlamaq v\u0259 yenid\u0259n konfiqurasiyan\u0131 avtomatla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn s\u00fcni intellekt (AI) v\u0259 IIoT sensorlar\u0131ndan istifad\u0259 ed\u0259n a\u011f\u0131ll\u0131 ma\u015f\u0131nlardan istifad\u0259 ed\u0259 bil\u0259rl\u0259r. \u018flav\u0259 bir \u00fcst\u00fcnl\u00fck olaraq, \u0259l il\u0259 s\u0259hvl\u0259r riski azal\u0131r v\u0259 partiyalar aras\u0131nda i\u015fl\u0259m\u0259 m\u00fcdd\u0259ti q\u0131sala bil\u0259r.\u00a0<\/p>\n\n\n\n R\u0259q\u0259msalla\u015fma v\u0259 ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131 il\u0259 istehsal\u00e7\u0131lar avtomatik sensorlar vasit\u0259sil\u0259 b\u00fct\u00fcn hiss\u0259l\u0259ri, inqrediyentl\u0259ri v\u0259 materiallar\u0131 izl\u0259y\u0259 bil\u0259rl\u0259r. Bu, materiallar\u0131n t\u0259krar istifad\u0259sini, t\u0259mirini v\u0259 t\u0259yinat\u0131n\u0131n d\u0259yi\u015fdirilm\u0259sini t\u0259\u015fviq ed\u0259n davaml\u0131 \u0259m\u0259liyyat modell\u0259ri v\u0259 sisteml\u0259rin\u0259 g\u0259tirib \u00e7\u0131xara bil\u0259r.\u00a0\u00a0<\/p>\n\n\n\n T\u0259kmil izl\u0259nilm\u0259 v\u0259 daha yax\u015f\u0131 monitorinq istehsal\u00e7\u0131lara x\u0259tti istehsaldan dair\u0259vi iqtisadiyyata ke\u00e7m\u0259y\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r. M\u00f6vcud diqq\u0259ti n\u0259z\u0259r\u0259 alaraq davaml\u0131 istehsal<\/a> b\u00fct\u00fcn d\u00fcnyada bu, istehsal\u00e7\u0131ya r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc ver\u0259 bil\u0259r.\u00a0\u00a0<\/p>\n\n\n\n \u018fks\u0259riyy\u0259ti birl\u0259\u015fm\u0259k olard\u0131 Nikon<\/a> kameralarla, lakin o da u\u011furla qo\u015fala\u015fm\u0131\u015fd\u0131r 3D X-ray g\u00f6r\u00fcnt\u00fcl\u0259m\u0259 proqram\u0131 il\u0259 skan edir<\/a> litium-ion batareyas\u0131 (LiB) istehsal\u0131n\u0131n sexin\u0259 keyfiyy\u0259t\u0259 n\u0259zar\u0259t avtomatla\u015fd\u0131r\u0131lmas\u0131n\u0131 g\u0259tirm\u0259k.\u00a0<\/p>\n\n\n\n \u018fn\u0259n\u0259vi olaraq LiB istehsal\u0131nda istifad\u0259 edil\u0259n 2D rentgenoqrafiya yoxlama texnikas\u0131 d\u0259qiq n\u0259tic\u0259l\u0259r vermir v\u0259 keyfiyy\u0259t\u0259 n\u0259zar\u0259t m\u0259s\u0259l\u0259l\u0259ri d\u0259rhal n\u0259z\u0259r\u0259 \u00e7arpmaya bil\u0259r. 3D X-Ray skaneri v\u0259 komp\u00fcter tomoqrafiyas\u0131, h\u0259m\u00e7inin Nikon-un x\u00fcsusi proqram t\u0259minat\u0131 il\u0259 n\u0259tic\u0259l\u0259r daha d\u0259qiq olur v\u0259 keyfiyy\u0259tl\u0259 ba\u011fl\u0131 probleml\u0259r daha tez \u0259l\u0259 ke\u00e7iril\u0259 bil\u0259r. Bu, daha y\u00fcks\u0259k istehsal m\u0259hsuldarl\u0131\u011f\u0131 v\u0259 daha az tullant\u0131 il\u0259 n\u0259tic\u0259l\u0259nir v\u0259 bahal\u0131 z\u0259man\u0259t iddialar\u0131 riskini azald\u0131r.\u00a0<\/p>\n\n\n\n B\u00fct\u00fcn bunlar keyfiyy\u0259t\u0259 n\u0259zar\u0259tin avtomatla\u015fd\u0131r\u0131lmas\u0131 v\u0259 IIoT-nin daimi qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259si il\u0259 ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131 say\u0259sind\u0259 m\u00fcmk\u00fcn olur.\u00a0<\/p>\n\n\n\n Shopfloor k\u0259\u015ffiyyat\u0131 y\u00fcks\u0259k r\u0259q\u0259msalla\u015fd\u0131r\u0131lm\u0131\u015f zavod v\u0259 qur\u011fular t\u0259l\u0259b edir. Bununla bel\u0259, qlobal istehsal\u0131n r\u0259q\u0259msalla\u015fmas\u0131 v\u0259 S\u0259naye 4.0-\u0131n q\u0259bulu co\u011frafiyalar v\u0259 bazarlar aras\u0131nda d\u0259yi\u015fir; 2022-ci ild\u0259 apar\u0131lan bir sor\u011fu tap\u0131ld\u0131 istehsal\u00e7\u0131lar\u0131n yaln\u0131z 24%<\/a> r\u0259q\u0259msal transformasiya strategiyas\u0131 var.\u00a0\u00a0<\/p>\n\n\n\n Haz\u0131rda, \u00fc\u00e7 \u0259sas problem<\/a> ma\u011faza k\u0259\u015ffiyyat\u0131n\u0131n geni\u015f yay\u0131lmas\u0131n\u0131n qar\u015f\u0131s\u0131n\u0131 al\u0131r.\u00a0<\/p>\n\n\n\n Birincisi, istehsal\u00e7\u0131lar r\u0259q\u0259msalla\u015fman\u0131 bahal\u0131 hesab ed\u0259 bil\u0259r v\u0259 r\u0259q\u0259msal al\u0259tl\u0259rin v\u0259 texnologiyalar\u0131n t\u0259tbiqinin istehsalda \u0259h\u0259miyy\u0259tli fasil\u0259l\u0259r\u0259 s\u0259b\u0259b olaca\u011f\u0131n\u0131 g\u00fcman ed\u0259 bil\u0259rl\u0259r. R\u0259q\u0259msalla\u015fman\u0131n m\u0259sr\u0259fl\u0259r\u0259 s\u0259b\u0259b ola bil\u0259c\u0259yi v\u0259 m\u00fcnt\u0259z\u0259m \u0259m\u0259liyyatlar\u0131 m\u00fc\u0259yy\u0259n d\u0259r\u0259c\u0259d\u0259 poza bil\u0259c\u0259yi do\u011fru olsa da, r\u0259q\u0259msal transformasiya m\u00f6hk\u0259m sistem vasit\u0259sil\u0259 m\u00fcmk\u00fcn q\u0259d\u0259r q\u00fcsursuz edil\u0259 bil\u0259r. d\u0259yi\u015fiklikl\u0259rin idar\u0259 edilm\u0259si<\/a>. Bundan \u0259lav\u0259, istehsal\u00e7\u0131lar ba\u015fa d\u00fc\u015fm\u0259lidirl\u0259r ki, ilkin ilkin investisiyalar qorxuducu g\u00f6r\u00fcn\u0259 bil\u0259r, lakin \u00f6vladl\u0131\u011fa g\u00f6t\u00fcrm\u0259m\u0259nin x\u0259rcl\u0259ri tezlikl\u0259 artacaq.\u00a0<\/p>\n\n\n\n \u0130kincisi, istehsal\u00e7\u0131lar ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131n\u0131 keyfiyy\u0259tin idar\u0259 edilm\u0259sinin bir hiss\u0259si kimi n\u0259z\u0259rd\u0259n ke\u00e7ir\u0259 bil\u0259rl\u0259r. Sonuncu, tez-tez b\u00fcdc\u0259 mane\u0259l\u0259rin\u0259 s\u0259b\u0259b ola bil\u0259c\u0259k m\u0259nf\u0259\u0259t m\u0259rk\u0259zi deyil, x\u0259rc m\u0259rk\u0259zi kimi g\u00f6r\u00fcn\u00fcr. Ma\u011faza k\u0259\u015ffiyyat\u0131n\u0131n g\u0259lirlilik v\u0259 g\u00f6zl\u0259nil\u0259n ROI il\u0259 nec\u0259 k\u00f6m\u0259k etdiyini g\u00f6st\u0259rm\u0259k \u00fc\u00e7\u00fcn paradiqma d\u0259yi\u015fikliyi laz\u0131md\u0131r.\u00a0\u00a0<\/p>\n\n\n\n \u00dc\u00e7\u00fcnc\u00fcs\u00fc, d\u0259yi\u015fikliy\u0259 qar\u015f\u0131 m\u00fcqavim\u0259t d\u0259 ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131na mane ola bil\u0259r. M\u0259s\u0259l\u0259n, liderl\u0259r v\u0259 i\u015f\u00e7il\u0259r ixtisas art\u0131rmaq v\u0259 ya yenid\u0259n ixtisasla\u015fmaq ist\u0259m\u0259y\u0259 bil\u0259r v\u0259 ya m\u00f6vcud sistem v\u0259 prosesl\u0259rin kifay\u0259t q\u0259d\u0259r oldu\u011funa inana bil\u0259r. \u0130stehsal\u00e7\u0131lar t\u0259\u015fkilat\u0131n qalan hiss\u0259si \u00fc\u00e7\u00fcn tonu m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn y\u00fcks\u0259k r\u0259hb\u0259rliyin uy\u011funla\u015fd\u0131r\u0131lmas\u0131n\u0131 t\u0259min etm\u0259lidirl\u0259r.\u00a0\u00a0<\/p>\n\n\n\n Shopfloor intellektinin istehsalda b\u00f6y\u00fck rolu var, daha yax\u015f\u0131 keyfiyy\u0259tin idar\u0259 edilm\u0259sin\u0259 v\u0259 daha yax\u015f\u0131 biznes n\u0259tic\u0259l\u0259rini t\u0259min etm\u0259k v\u0259 b\u00f6y\u00fcm\u0259nin kilidini a\u00e7maq \u00fc\u00e7\u00fcn prosesl\u0259ri optimalla\u015fd\u0131rma\u011fa imkan verir. D\u00f6\u015f\u0259m\u0259 k\u0259\u015ffiyyat\u0131 r\u0259q\u0259msal transformasiyaya \u0259saslansa da, bu, ad\u0259t\u0259n y\u00fcks\u0259k qiym\u0259t\u0259 malikdir, ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131n\u0131 n\u0259z\u0259rd\u0259n qa\u00e7\u0131rman\u0131n potensial d\u0259y\u0259ri biznes \u00fc\u00e7\u00fcn daha da pis ola bil\u0259r.\u00a0<\/p>\n\n\n\n Beyn\u0259lxalq S\u0259naye Transformasiyas\u0131 M\u0259rk\u0259zi (INCIT) istehsal\u0131n transformasiyas\u0131n\u0131 d\u0259st\u0259kl\u0259yir v\u0259 istehsal\u00e7\u0131lara r\u0259q\u0259msal transformasiya etm\u0259k v\u0259 \u00f6z obyektl\u0259rin\u0259 ma\u011fazan\u0131n k\u0259\u015ffiyyat\u0131n\u0131 g\u0259tirm\u0259kd\u0259 k\u00f6m\u0259k etm\u0259k \u00fc\u00e7\u00fcn h\u0259m al\u0259tl\u0259r\u0259, h\u0259m d\u0259 imkanlara malikdir.\u00a0<\/p>\n\n\n\n Bu s\u00fcr\u0259tl\u0259 inki\u015faf ed\u0259n biznes m\u0259nz\u0259r\u0259sind\u0259 biznesinizi u\u011fur \u00fc\u00e7\u00fcn nec\u0259 yerl\u0259\u015fdir\u0259 bil\u0259c\u0259yiniz haqq\u0131nda daha \u00e7ox \u00f6yr\u0259nm\u0259k \u00fc\u00e7\u00fcn, biziml\u0259 \u0259laq\u0259 saxlay\u0131n<\/a>.<\/p>","protected":false},"excerpt":{"rendered":" Manual processes often result in siloed departments, as manufacturing and quality managers are often physically checking products and processes and recording their findings with pen and paper. This information may or may not reach the organisation\u2019s decision-makers, leading to transparency issues.\u00a0 With the use of Industrial Internet of Things (IIoT), manufacturers can create a digital […]<\/p>\n","protected":false},"author":3,"featured_media":8009,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[22,59,27],"class_list":["post-8008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-digital-transformation","tag-internet-of-things-iiot","tag-mainspotlight"],"acf":{"topic":"digitalisation"},"_links":{"self":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/8008","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/comments?post=8008"}],"version-history":[{"count":0,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/posts\/8008\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media\/8009"}],"wp:attachment":[{"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/media?parent=8008"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/categories?post=8008"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/az\/wp-json\/wp\/v2\/tags?post=8008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Ma\u011faza intellektinin 4 faydas\u0131 \u2013 v\u0259 bunlar\u0131 obyektiniz\u0259 nec\u0259 inteqrasiya etm\u0259k olar\u00a0<\/h2>\n\n\n\n
Daha yax\u015f\u0131 anlay\u0131\u015flar v\u0259 icra edil\u0259 bil\u0259n m\u0259lumatlar<\/h3>\n\n\n\n
T\u0259kmill\u0259\u015fdirilmi\u015f keyfiyy\u0259t<\/h3>\n\n\n\n
T\u0259l\u0259b \u00fczr\u0259 m\u00f6vcudluq<\/h3>\n\n\n\n
Tam izlenebilirlik<\/h3>\n\n\n\n
Case study: Ma\u011faza k\u0259\u015ffiyyat\u0131 batareya istehsal\u0131nda keyfiyy\u0259t\u0259 n\u0259zar\u0259td\u0259 nec\u0259 k\u00f6m\u0259k edir\u00a0<\/h2>\n\n\n\n
Lakin d\u00fckan k\u0259\u015ffiyyat\u0131 istehsal zavodlar\u0131nda standart deyil<\/h2>\n\n\n\n
Ma\u011faza k\u0259\u015ffiyyat\u0131 il\u0259 \u0259m\u0259liyyatlar\u0131n\u0131z\u0131 y\u00fcks\u0259ldin\u00a0\u00a0<\/h2>\n\n\n\n