{"id":94223,"date":"2020-09-14T07:42:29","date_gmt":"2020-09-14T05:42:29","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/terminaly-raspoznavaniya-licz-v-sistemah-kontrolya-dostupa"},"modified":"2020-09-14T07:42:29","modified_gmt":"2020-09-14T05:42:29","slug":"terminaly-raspoznavaniya-licz-v-sistemah-kontrolya-dostupa","status":"publish","type":"post","link":"https:\/\/prohoster.info\/ro\/blog\/administrirovanie\/terminaly-raspoznavaniya-licz-v-sistemah-kontrolya-dostupa","title":{"rendered":"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Recunoa\u0219terea facial\u0103 \u00een sistemele de control acces r\u0103spunde cererii tot mai mari pentru solu\u021bii f\u0103r\u0103 contact \u00een domeniul identific\u0103rii. Ast\u0103zi, acest mod de identificare biometric\u0103 este o tendin\u021b\u0103 global\u0103: rata medie anual\u0103 de cre\u0219tere a volumului de pia\u021b\u0103 a sistemelor bazate pe recunoa\u0219terea facial\u0103 este estimat\u0103 de anali\u0219ti la 20%. Conform prognozelor, \u00een 2023, aceast\u0103 cifr\u0103 va cre\u0219te p\u00e2n\u0103 la 4 miliarde USD. <\/p>\n<p><img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/23bd5c34e51752330c18492039681f8d.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h4>Integrarea terminalelor cu sistemul de control acces <\/h4>\n<p>\nRecunoa\u0219terea facial\u0103 ca metod\u0103 de identificare poate fi aplicat\u0103 \u00een SCADA pentru controlul accesului, contabilizarea timpului de lucru \u0219i integrarea cu sistemele CRM \u0219i ERP. Principalele companii produc\u0103toare de terminale de recunoa\u0219tere facial\u0103 pe pia\u021ba din Rom\u00e2nia sunt Hikvision, Suprema, Dahua \u0219i ZKteco.<\/p>\n<p>Integrarea terminalelor de recunoa\u0219tere facial\u0103 cu sistemul de control acces poate fi realizat\u0103 \u00een trei moduri, diferen\u021ba const\u00e2nd \u00een interfata de comunicare \u0219i func\u021bionalit\u0103\u021bile SDK. Prima metod\u0103 permite ad\u0103ugarea de noi date ale angaja\u021bilor sau vizitatorilor direct \u00een interfa\u021ba SCADA, f\u0103r\u0103 ad\u0103ugarea \u00een terminale, prin intermediul SDK-ului terminalului. A doua metod\u0103 implic\u0103 ad\u0103ugarea de noi utilizatori at\u00e2t \u00een interfa\u021ba SCADA, c\u00e2t \u0219i direct \u00een terminale, ceea ce este mai pu\u021bin convenabil \u0219i mai consumator de timp. \u00cen ambele cazuri, conexiunea se realizeaz\u0103 prin intermediul interfe\u021bei Ethernet. A treia metod\u0103 este conexiunea prin interfa\u021ba Wiegand, dar \u00een acest caz, terminalele \u0219i SCADA vor avea baze de date separate. <\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex>\u00cen revizuire vor fi discutate solu\u021biile cu conexiune prin interfa\u021ba Ethernet. Posibilitatea de a ad\u0103uga utilizatori \u00een interfa\u021ba sistemului este determinat\u0103 de SDK-ul terminalului. Cu c\u00e2t func\u021bionalitatea SCADA este mai larg\u0103, cu at\u00e2t mai multe func\u021bionalit\u0103\u021bi se pot implementa cu ajutorul terminalelor. De exemplu, integrarea sistemului de control acces PERCo-Web cu terminalele Suprema permite ad\u0103ugarea de date direct \u00een interfa\u021ba software-ului sistemului. Printre alte posibilit\u0103\u021bi se num\u0103r\u0103 introducerea \u0219i salvarea fotografiilor angaja\u021bilor \u0219i vizitatorilor pentru identificare, realizarea configur\u0103rii dispozitivelor \u0219i gestionarea acestora \u00een mod online.<\/p>\n<p>Toate evenimentele de trecere prin terminale sunt p\u0103strate \u00een sistem. Sistemul permite atribuirea unui algoritm de reac\u021bii la evenimentele primite de la terminale. La trecerea unui angajat cu recunoa\u0219tere facial\u0103, se poate genera un eveniment de notificare, care va fi trimis pe Viber sau e-mail operatorului sistemului. Sistemul suport\u0103 terminalele Face Station 2 \u0219i FaceLite de la Suprema, ProfaceX, FaceDepot 7A, Facedepot 7B, SpeedFace V5L de la ZKteco. La trecerea unui angajat sau vizitator cu temperatur\u0103 crescut\u0103, \u00een SCUD se genereaz\u0103 un eveniment pe baza c\u0103ruia accesul poate fi blocat automat. <\/p>\n<p>Factorii determinan\u021bi \u00een alegerea terminalelor pentru a lucra \u00een cadrul sistemului de control al accesului sunt securitatea identific\u0103rii, rapiditatea \u0219i precizia func\u021bion\u0103rii, precum \u0219i confortul la utilizare. Fiabilitatea identific\u0103rii depinde \u00een primul r\u00e2nd de existen\u021ba protec\u021biei \u00eempotriva emul\u0103rii \u0219i de capacitatea de a desf\u0103\u0219ura o identificare \u00een dou\u0103 etape. Rapiditatea se refer\u0103 la viteza mare de recunoa\u0219tere a fe\u021belor, care asigur\u0103 func\u021bionarea ne\u00eentrerupt\u0103 a echipamentului chiar \u0219i \u00een condi\u021bii de flux intens de persoane. Precizia recunoa\u0219terii este influen\u021bat\u0103 de eficien\u021ba algoritmului utilizat, num\u0103rul de \u0219abloane faciale \u0219i utilizatori din memoria terminalului, precum \u0219i de parametrii de func\u021bionare ai camerei \u00een condi\u021bii de iluminare variate. Confortul la utilizare este asigurat de interfa\u021ba lingvistic\u0103, dimensiunile \u0219i greutatea dispozitivului. U\u0219urin\u021ba de integrare, a\u0219a cum s-a men\u021bionat anterior \u2013 interfa\u021ba de comunica\u021bie \u0219i SDK-ul terminalului. Integrarea este, de asemenea, facilitat\u0103 de existen\u021ba suporturilor pentru terminalele de recunoa\u0219tere facial\u0103 la turniche\u021bi.<\/p>\n<p>S\u0103 analiz\u0103m din perspectiva func\u021bion\u0103rii \u00een SCUD specifica\u021biile tehnice ale urm\u0103toarelor modele ale acestor produc\u0103tori: <\/p>\n<p>Face Station 2 \u0219i FaceLite de la Suprema<\/p>\n<p><img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/c846270aca9bb36966053396dc4c2e30.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nProfaceX, FaceDepot 7A, Facedepot 7B, SpeedFace V5L de la ZKteco<\/p>\n<p><img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/bedf91156f0d2ecb701362e180729a33.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n DS-K1T606MF, DS-K1T8105E \u0219i DS-K1T331W de la Hikvision<\/p>\n<p><img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/dbe409c1db67c3cb9ba85cb0ff81b547.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nASI7223X-A, ASI7214X de la Dahua<\/p>\n<p><img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/19dc99a9a9283f290cacfb23eceb5478.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h4>Protec\u021bie \u00eempotriva emul\u0103rii<\/h4>\n<p>\nRecunoa\u0219terea facial\u0103 poate fi bazat\u0103 pe tehnologii 2D sau 3D. Prima dintre acestea este mai accesibil\u0103 din punct de vedere financiar, ceea ce se reflect\u0103 \u0219i \u00een costul terminalelor. Printre dezavantajele sale se num\u0103r\u0103 cerin\u021bele ridicate de iluminare, o statistic\u0103 de fiabilitate mai sc\u0103zut\u0103 comparativ cu 3D \u0219i incapacitatea de a lua \u00een considerare expresiile faciale. Cre\u0219terea preciziei identific\u0103rii terminalelor bazate pe 2D este posibil\u0103 prin utilizarea camerelor cu infraro\u0219u. <\/p>\n<p>Terminalele care func\u021bioneaz\u0103 pe baza tehnologiei 3D sunt mai costisitoare, dar ofer\u0103 o precizie \u0219i fiabilitate ridicate \u00een identificare \u0219i demonstreaz\u0103 capacitatea de a func\u021biona \u00een condi\u021bii de iluminare redus\u0103. \u00cen terminalele Suprema \u0219i ZKteco, pentru a proteja \u00eempotriva prezent\u0103rii unei fotografii, se folose\u0219te detectarea fe\u021bei vii, bazat\u0103 pe iluminarea infraro\u0219u. Terminalele Hikvision utilizeaz\u0103 un algoritm de \u00eenv\u0103\u021bare automat\u0103 profund\u0103 \u0219i detectare a autenticit\u0103\u021bii datelor biometrice faciale. Terminalele de recunoa\u0219tere facial\u0103 de la Dahua folosesc tehnologii de inteligen\u021b\u0103 artificial\u0103 \u0219i \u00eenv\u0103\u021bare profund\u0103 cu suport pentru detectarea vitalit\u0103\u021bii.<\/p>\n<h4>Viteza de identificare<\/h4>\n<p>\nViteza de identificare a terminalelor de recunoa\u0219tere facial\u0103 are o importan\u021b\u0103 deosebit\u0103 pentru obiectele cu un flux intens de vizitatori: birouri ale companiilor mari, \u00eentreprinderi industriale, locuri de adunare a oamenilor. O vitez\u0103 mare de identificare previne formarea cozilor \u0219i asigur\u0103 o capacitate maxim\u0103 de trecere. Terminalele Hikvision DS-K1T331W, Dahua ASI7223X-A \u0219i ASI7214X recunosc fe\u021bele \u00een doar 0,2 secunde. Modelul DS-K1T606MF realizeaz\u0103 identificarea \u00een 0,5 secunde, iar DS-K1T8105E \u00een mai pu\u021bin de 1 secund\u0103. Viteza de identificare a terminalelor Face Station \u0219i FaceDepot 7A este de mai pu\u021bin de 1 secund\u0103. <\/p>\n<h4>Identificare cu dou\u0103 factori<\/h4>\n<p>\n<img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/e69e2337e5cadcc030d212ff76f84477.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nO solu\u021bie convenabil\u0103 pentru func\u021bionarea \u00een sistemele de control al accesului sunt terminalele de recunoa\u0219tere facial\u0103 care sus\u021bin \u0219i alte metode de identificare: de exemplu, acces prin card, amprent\u0103 digital\u0103, palm\u0103 sau smartphone. Astfel de solu\u021bii permit \u00eent\u0103rirea controlului accesului la obiect prin identificare cu dou\u0103 factori. Terminalele FaceLite \u0219i FaceStation 2 se deosebesc printr-un cititor integrat de carduri de acces contactless, iar \u00een celelalte modele pe care le discut\u0103m, cititorul poate fi conectat suplimentar. Terminalele ZKteco sus\u021bin de asemenea identificarea prin palm\u0103 \u0219i cod. Terminalele Hikvision DS-K1T606MF suport\u0103 identificarea prin amprente digitale \u0219i carduri Mifare, DS-K1T8105E are un cititor integrat de carduri EM-Marine, iar terminalul DS-K1T331W poate fi conectat la un cititor de carduri contactless. Terminalul ASI7214X de asemenea sprijin\u0103 func\u021bionarea cu carduri contactless \u0219i amprente digitale.<\/p>\n<h4>M\u0103surarea temperaturii<\/h4>\n<p>\nUnul dintre factorii care au contribuit la cre\u0219terea pie\u021bei solu\u021biilor de recunoa\u0219tere facial\u0103 \u00een sistemele de control al accesului a fost pandemia Covid-19, astfel \u00eenc\u00e2t terminalele de recunoa\u0219tere facial\u0103 dotate cu posibilitatea de a controla temperatura corpului au devenit foarte populare. Acest func\u021bional permite implementarea terminalelor SpeedFace V5L, care determin\u0103 de asemenea prezen\u021ba unei m\u0103\u0219ti pe fa\u021b\u0103. M\u0103surarea temperaturii se face contactless, ceea ce reduce riscul de transmitere a infec\u021biilor \u0219i permite minimizarea<br \/>\nnevoii de dezinfec\u021bie a dispozitivului dup\u0103 fiecare m\u0103surare.<br \/>\nO solu\u021bie convenabil\u0103 este configurarea parametrilor de control al temperaturii \u0219i al prezen\u021bei m\u0103\u0219tii \u00een interfa\u021ba sistemului de control al accesului, dac\u0103 SDK-ul terminalului permite introducerea datelor direct \u00een sistem. <\/p>\n<h4>Num\u0103rul de \u0219abloane faciale<\/h4>\n<p>\nCapacitatea \u0219ablonului - num\u0103rul maxim de seturi de date care pot fi stocate \u00een sistem. Cu c\u00e2t acest indicator este mai mare, cu at\u00e2t este mai mare precizia de identificare. Terminalele Face Station 2 \u0219i FaceLite au o capacitate mare de recunoa\u0219tere, prelucr\u00e2nd p\u00e2n\u0103 la 900.000 de \u0219abloane. Terminalele ProFace X stocheaz\u0103 \u00een memorie c\u00e2te 30.000 de \u0219abloane, FaceDepot 7A \u0219i Facedepot 7B \u2013 c\u00e2te 10.000 de \u0219abloane, SpeedFace V5L \u2013 6000.<br \/>\nTerminalele ASI7223X-A \u0219i ASI7214X pot stoca c\u00e2te 100.000 de \u0219abloane. <\/p>\n<h4>Num\u0103rul de utilizatori \u0219i evenimente<\/h4>\n<p>\nNum\u0103rul de utilizatori \u00een memoria terminalului de recunoa\u0219tere facial\u0103 determin\u0103 num\u0103rul maxim posibil de identificatori pentru accesul la obiect. Cu c\u00e2t obiectul este mai mare, cu at\u00e2t acest indicator trebuie s\u0103 fie mai mare. Memoria controlerelor Face Station 2 \u0219i FaceLite este proiectat\u0103 pentru 30.000 de utilizatori, la fel ca \u0219i memoria ProfaceX. FaceDepot 7A, Facedepot 7B, SpeedFace V5L prelucreaz\u0103 date pentru 10.000 de persoane. Memoria terminalului DS-K1T8105E este proiectat\u0103 pentru 1600 de utilizatori, DS-K1T331 \u2013 pentru 3000, DS-K1T606MF \u2013 pentru 3200 de utilizatori. Terminalele ASI7223X-A \u0219i ASI7214X prelucreaz\u0103 date pentru 100.000 de utilizatori. \u00cen memoria terminalelor de recunoa\u0219tere facial\u0103 sunt stocate toate evenimentele de trecere prin acest terminal. Cel mai mare num\u0103r de evenimente \u00een memorie permite generarea de rapoarte pentru perioade de timp maxim lungi. <\/p>\n<p>Cel mai mare volum al jurnalului de evenimente pentru terminalele Face Station 2 \u0219i FaceLite este de 5 milioane. La ProfaceX \u2014 1 milion. Terminalele ASI7223X-A \u0219i ASI7214X pot stoca c\u00e2te 300.000 de evenimente. Volumul jurnalului pentru SpeedFace V5L este de 200.000 de evenimente, iar pentru DS-K1T331W \u2013 150.000. Terminalele FaceDepot 7A, FaceDepot 7B \u0219i DS-K1T606MF au un volum de 100.000 de evenimente. Cea mai modest\u0103 memorie este la terminalul DS-K1T8105E \u2013 doar 50.000 de evenimente. <\/p>\n<h4>Interfa\u021ba de limb\u0103<\/h4>\n<p>\nNu toate terminalele de recunoa\u0219tere facial\u0103 disponibile pe pia\u021ba din Rusia au interfa\u021b\u0103 \u00een limba rus\u0103, a\u0219a c\u0103 disponibilitatea acesteia poate fi un factor important de alegere.<br \/>\nInterfa\u021ba \u00een limba rus\u0103 este disponibil\u0103 pe terminalele ProFace X \u0219i SpeedFace V5L. La terminalul Face Station 2, firmware-ul \u00een limba rus\u0103 este disponibil la cerere. Terminalul Face Station 2 are interfa\u021b\u0103 \u00een limba englez\u0103. DS-K1T331W suport\u0103 limbile englez\u0103, spaniol\u0103 \u0219i arab\u0103; interfa\u021ba \u00een limba rus\u0103 nu este disponibil\u0103 deocamdat\u0103.<\/p>\n<h4>Dimensiuni<\/h4>\n<p>\nCele mai mari \u0219i grele terminale din recenzia noastr\u0103 sunt terminalele Dahua. <br \/>\nASI7223X-A \u2014 428X129X98 mm, greutate \u2013 3 kg.<br \/>\nASI7214X \u2014 250,6\u0425129\u042530,5 mm, greutate \u2013 2 kg.<br \/>\nUrm\u0103torul este FaceDepot-7A cu o greutate de 1,5 kg \u0219i dimensiuni de 301x152x46 mm. <br \/>\nCel mai u\u0219or \u0219i compact terminal din recenzia noastr\u0103 este Suprema FaceLite \u2014 dimensiunile sale sunt de 80x161x72 mm cu o greutate de 0,4 kg. <\/p>\n<p>Dimensiunile terminalelor Hikvision:<br \/>\nDS-K1T606MF \u2014 281X113X45<br \/>\nDS-K1T8105E \u2014 190X157X98<br \/>\nDS-K1T331W \u2014 120X110X23<\/p>\n<p>Dimensiunile terminalelor Zkteco:<br \/>\nFaceDepot-7B \u2014 210X110X14 cu o greutate de 0,8 kg<br \/>\nProfaceX \u2014 227X143X26 cu o greutate de 1 kg<br \/>\nSpeedFace V5L \u2014 203X92X22 cu o greutate de 0,9 kg<\/p>\n<p>Dimensiunile terminalului Suprema Face Station 2 \u2014 141\u0425164\u0425125 cu o greutate de 0,7 kg.<\/p>\n<h4>Caracteristici ale camerei<\/h4>\n<p>\nTerminalul Proface X este echipat cu o camer\u0103 de 2MP WDR Low Light pentru recunoa\u0219terea fe\u021bei \u00een condi\u021bii de iluminare extern\u0103 intens\u0103 (50.000 de lux). Terminalele Face Station 2 \u0219i FaceLite sunt dotate cu o camer\u0103 CMOS 720&#215;480 cu iluminare infraro\u0219ie de 25.000 de lux, permi\u021b\u00e2ndu-le s\u0103 func\u021bioneze at\u00e2t \u00een condi\u021bii de iluminare sc\u0103zut\u0103, c\u00e2t \u0219i \u00een iluminare ridicat\u0103. Aceste terminale pot fi instalate sub o copertin\u0103 \u00een aer liber, pentru a evita lumina intens\u0103. Terminalele Hikvision \u0219i Dahua sunt echipate cu camere de 2MP cu obiectiv dublu \u0219i WDR, ceea ce permite ob\u021binerea unor imagini clare \u00een condi\u021bii de iluminare variat\u0103. Terminalele FaceDepot 7A, Facedepot 7B, SpeedFace V5L sunt echipate cu camer\u0103. <br \/>\n2MP. <\/p>\n<h4>Integrarea cu turniche\u021bi<\/h4>\n<p>\n<img decoding=\"async\" alt=\"Terminalele de recunoa\u0219tere facial\u0103 \u00een sistemele de control acces\" src=\"\/wp-content\/uploads\/2020\/09\/8664399f44140ed195fed61a2b147850.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nUnul dintre factorii importan\u021bi \u00een alegerea echipamentului pentru organizarea accesului prin recunoa\u0219tere facial\u0103 este u\u0219urin\u021ba instal\u0103rii pe turnichete. Este necesar s\u0103 ne asigur\u0103m c\u0103 produc\u0103torul dispozitivelor de acces ofer\u0103 suporturi speciale pentru fixarea terminalelor la turnichete.<br \/>\n<br \/>Sursa: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/518706\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u043b\u0438\u0446 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0440\u0430\u0441\u0442\u0443\u0449\u0435\u043c\u0443 \u0441\u043f\u0440\u043e\u0441\u0443 \u043d\u0430 \u0431\u0435\u0441\u043a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u0434\u0430\u043d\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0431\u0438\u043e\u043c\u0435\u0442\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0431\u0449\u0435\u043c\u0438\u0440\u043e\u0432\u044b\u043c \u0442\u0440\u0435\u043d\u0434\u043e\u043c: \u0441\u0440\u0435\u0434\u043d\u0435\u0433\u043e\u0434\u043e\u0432\u043e\u0439 \u0440\u043e\u0441\u0442 \u043e\u0431\u044a\u0435\u043c\u0430 \u0440\u044b\u043d\u043a\u0430 \u0441\u0438\u0441\u0442\u0435\u043c \u043d\u0430 \u0431\u0430\u0437\u0435 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430\u043c\u0438 \u0432 20%. \u0421\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0430\u043c, \u0432 2023 \u0433\u043e\u0434\u0443 \u044d\u0442\u0430 \u0446\u0438\u0444\u0440\u0430 \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u0441\u044f \u0434\u043e 4 \u043c\u043b\u0440\u0434 USD. \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u043e\u0432 \u0441 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":94224,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-94223","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u043b\u0438\u0446 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0440\u0430\u0441\u0442\u0443\u0449\u0435\u043c\u0443 \u0441\u043f\u0440\u043e\u0441\u0443 \u043d\u0430 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