{"id":52837,"date":"2019-11-18T00:00:00","date_gmt":"2019-11-17T21:00:00","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah"},"modified":"2020-02-18T14:00:38","modified_gmt":"2020-02-18T11:00:38","slug":"primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah","title":{"rendered":"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h2>Hyrje<\/h2>\n<p>\nN\u00eb shkoll\u00eb, p\u00ebr t\u00eb konsoliduar njohurit\u00eb, na jepnin shum\u00eb shembuj t\u00eb nj\u00ebjt\u00eb p\u00ebr t\u00eb zgjidhur. Ne gjithmon\u00eb ankoheshim: \u00e7far\u00eb vlere ka k\u00ebtu? T\u00eb fut\u00ebsh dy ose tre vlera n\u00eb formul\u00eb dhe t\u00eb marr\u00ebsh nj\u00eb p\u00ebrgjigje. Ku \u00ebsht\u00eb k\u00ebtu fluturimi i mendjes? Realiteti u tregua m\u00eb i ashp\u00ebr se shkolla.<\/p>\n<p>Tani punoj si analist n\u00eb IT. Para se t\u00eb hynja n\u00eb fush\u00ebn e IT-s\u00eb, kam punuar si inxhinier termoteknik, programues CNC, dhe kam marr\u00eb pjes\u00eb n\u00eb projekte k\u00ebrkimore. <\/p>\n<p>Nga p\u00ebrvoja ime, kam kuptuar se 95% e koh\u00ebs s\u00eb pun\u00ebs, inxhinier\u00ebt dhe shkenc\u00ebtar\u00ebt e kalojn\u00eb n\u00eb k\u00ebto veprime 't\u00eb nj\u00ebjta'. Llogaritjet e ekuacioneve, verifikimet, regjistrimi i rezultateve, kopjimi i specifikimeve. Projekt pas projekti, eksperiment pas eksperimenti, dit\u00eb pas dite. <br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nJa disa shembuj nga puna ime e m\u00ebparshme.<\/p>\n<p>Para vitit 2019, un\u00eb p\u00ebrgatita modele p\u00ebr formimin vakum-termik. N\u00ebse nj\u00eb model i till\u00eb mb\u00ebshtjell\u00ebt me plastik t\u00eb ngrohur, do t\u00eb kemi nj\u00eb produkt q\u00eb do t\u00eb p\u00ebrs\u00ebris\u00eb sakt\u00ebsisht gjeometrin\u00eb e k\u00ebtij modeli. P\u00ebrshkrimi i teknologjis\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/ammat.ru\/production\/vacuum-molding\/\">k\u00ebtu<\/a><\/noindex>.<\/p>\n<p>N\u00eb ciklin e p\u00ebrgatitjes s\u00eb modelit nevojitet nj\u00eb set i t\u00ebr\u00eb aplikacionesh t\u00eb specializuara:<\/p>\n<ul>\n<li>Autodesk Inventor p\u00ebr modelim 3D;<\/li>\n<li>Excel p\u00ebr nxjerrjen e dimensioneve t\u00eb materialit;<\/li>\n<li>Excel p\u00ebr llogaritjen e kostos s\u00eb modelit;<\/li>\n<li>moduli HSM p\u00ebr t\u00eb krijuar programin e kontrollit CNC;<\/li>\n<li>Sistemi i skedar\u00ebve t\u00eb kompjuterit p\u00ebr menaxhimin e skedar\u00ebve t\u00eb programeve;<\/li>\n<li>Mjedisi Mach3 p\u00ebr t\u00eb menaxhuar makin\u00ebn CNC.<\/li>\n<\/ul>\n<p>\nNga nj\u00eb mjedis n\u00eb tjetrin, t\u00eb dh\u00ebnat duhej t\u00eb transferoheshin manualisht, dhe kjo n\u00ebnkuptonte tabela t\u00eb t\u00ebra dhe grupe vlerash. Procesi ishte i ngadalt\u00eb dhe shpesh ndodhnin gabime. <\/p>\n<p>Para k\u00ebsaj, kam marr\u00eb pjes\u00eb n\u00eb zhvillimin dhe prodhimin e fibra optike (<noindex><a rel=\"nofollow\" href=\"http:\/\/www.solargy.ru\/technologies\/solarway\/\">link<\/a><\/noindex>). Ka pasur shum\u00eb k\u00ebrkime, projektim e llogaritur: mjedise speciale p\u00ebr llogaritje termodinamike dhe ndri\u00e7imi (Ansys, Dialux), plus llogaritje t\u00eb efikasitetit ekonomik, plus Autocad dhe Inventor p\u00ebr modelet dhe skicat. Dhe k\u00ebtu jan\u00eb t\u00eb nj\u00ebjtat v\u00ebshtir\u00ebsi: rezultati i llogaritjes nga nj\u00eb aplikacion duhet t\u00eb transferohet n\u00eb nj\u00eb aplikacion tjet\u00ebr p\u00ebr llogaritjen e ardhshme. Dhe k\u00ebshtu disa here n\u00eb k\u00ebrkim t\u00eb zgjidhjes optimale.<\/p>\n<p>Koha e inxhinierit dhe koha e shkenc\u00ebtarit \u00ebsht\u00eb nj\u00eb koh\u00eb shum\u00eb e vlefshme. K\u00ebtu nuk po flasim p\u00ebr pag\u00ebn. Pas llogaritjeve t\u00eb inxhinierit fshihet nj\u00eb projekt i madh me nj\u00eb ekip. Pas k\u00ebrkimeve t\u00eb shkenc\u00ebtarit, q\u00ebndron perspektiva e nj\u00eb industrie t\u00eb t\u00ebr\u00eb. Por shpesh, specialisti me kualifikim t\u00eb lart\u00eb 'thjesht' kalon vlerat nga nj\u00eb program n\u00eb tjetrin n\u00eb vend q\u00eb t\u00eb zhvilloj\u00eb koncepte, modelet, interpretimin e rezultateve, debatet dhe brainstorm-et me koleg\u00ebt. <\/p>\n<p>Karakteristika e mjedisit t\u00eb biznesit modern \u00ebsht\u00eb shpejt\u00ebsia. Tregu gjithmon\u00eb shtyn. N\u00eb vitin 2014, p\u00ebr p\u00ebrgatitjen e nj\u00eb modeli merrnim 2-3 jav\u00eb. N\u00eb vitin 2018 \u2013 tre dit\u00eb, dhe kjo dukej tashm\u00eb shum\u00eb e gjat\u00eb. Tani projektuesi duhet t\u00eb ofroj\u00eb disa variante zgjidhjeje p\u00ebr t\u00eb nj\u00ebjt\u00ebn koh\u00eb q\u00eb m\u00eb par\u00eb ishte parashikuar vet\u00ebm p\u00ebr nj\u00eb variant.<\/p>\n<p>Dhe nj\u00eb moment tjet\u00ebr \u2013 investimet dhe rreziqet. P\u00ebr t\u00eb 'kapur' nj\u00eb projekt, kompani duhet t\u00eb investoj\u00eb rreth 6% t\u00eb kostos s\u00eb k\u00ebtij projekti n\u00eb zhvillimin konceptual para se t\u00eb n\u00ebnshkruaj\u00eb kontrat\u00ebn me klientin. K\u00ebto mjete shpenzohen:<\/p>\n<ul>\n<li>p\u00ebr k\u00ebrkimin;<\/li>\n<li>projektimin konceptual;<\/li>\n<li>vler\u00ebsimin e kosto-ve t\u00eb pun\u00ebs;<\/li>\n<li>p\u00ebrgatitjen e skicave etj. <\/li>\n<\/ul>\n<p>\nKompania i merr k\u00ebto nga xhepi i saj, ky \u00ebsht\u00eb nj\u00eb rrezik vetjak. V\u00ebmendja ndaj konceptit k\u00ebrkon koh\u00eb t\u00eb specialist\u00ebve, dhe ata jan\u00eb t\u00eb z\u00ebn\u00eb me rutin\u00ebn.<\/p>\n<p>Pas njohjes me instrumentet e pun\u00ebs n\u00eb nj\u00eb kompani IT, m\u00eb interesoi se cilat praktika nga automatizimi i proceseve t\u00eb biznesit mund t\u00eb ishin t\u00eb dobishme p\u00ebr inxhinier\u00ebt. K\u00ebshtu, biznesi ka p\u00ebrdorur prej koh\u00ebsh robotizimin e proceseve (RPA) p\u00ebr t\u00eb luftuar rutin\u00ebn. <\/p>\n<p>Prodhuesit e RPA-s shpallin k\u00ebto t\u00eb mira t\u00eb k\u00ebtij instrumenti automatizimi:<\/p>\n<ol>\n<li>universialiteti (robot mund t\u00eb punoj me \u00e7do aplikacion, me \u00e7do burim t\u00eb dh\u00ebnash);<\/li>\n<li>thjesht\u00ebsia e p\u00ebrdorimit (nuk k\u00ebrkohen njohuri t\u00eb thella n\u00eb programim dhe administrim);<\/li>\n<li>shpejt\u00ebsia e zhvillimit (p\u00ebr nj\u00eb algorit\u00ebm t\u00eb gatsh\u00ebm merr m\u00eb pak koh\u00eb se sa me programimin tradicional);<\/li>\n<li>shkarkimi real i punonj\u00ebsit nga operacionet rutinore.<\/li>\n<\/ol>\n<p>\nSipas k\u00ebtyre kritereve ne do t\u00eb verifikojm\u00eb efektin e p\u00ebrdorimit t\u00eb RPA n\u00eb llogaritjet inxhinierike\/shkencore. <\/p>\n<h2>P\u00ebrshkrimi i shembullit<\/h2>\n<p>\nDo t\u00eb shqyrtojm\u00eb nj\u00eb shembull t\u00eb thjesht\u00eb. Ka nj\u00eb grimc\u00eb t\u00eb mb\u00ebshtetur n\u00eb konsol\u00eb me ngarkes\u00eb. <br \/>\n<img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/f197e96743e4b68413ac4f388704d4ba.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nLe t\u00eb shikojm\u00eb k\u00ebt\u00eb problem nga perspektiva e inxhinierit dhe nga perspektiva e shkenc\u00ebtarit. <\/p>\n<p>Rasti 'inxhinier': ka nj\u00eb grimc\u00eb t\u00eb mb\u00ebshtetur n\u00eb konsol\u00eb me gjat\u00ebsi 2 m. Ajo duhet t\u00eb mbaj\u00eb nj\u00eb ngarkes\u00eb me mas\u00eb 500 kg me nj\u00eb rezerv\u00eb t\u00eb tret\u00eb t\u00eb q\u00ebndrueshm\u00ebris\u00eb. Grimca \u00ebsht\u00eb b\u00ebr\u00eb nga nj\u00eb tub drejtk\u00ebnd\u00ebsh. Duhet t\u00eb zgjidhet seksioni i grimc\u00ebs sipas katalogut GOST. <\/p>\n<p>Rasti 'shkenc\u00ebtar': t\u00eb zbulohet se si ndikon masa e ngarkes\u00ebs, seksioni dhe gjat\u00ebsia e grimc\u00ebs n\u00eb kapacitetin mbajt\u00ebs t\u00eb k\u00ebtij grimce. T\u00eb nxirren ekuacionet regresionale.<\/p>\n<p>N\u00eb t\u00eb dy rastet merret parasysh forca e gravitetit q\u00eb vepron mbi grimc\u00ebn n\u00eb p\u00ebrpjes\u00ebtim me mas\u00ebn e grimc\u00ebs.<\/p>\n<p>Do t\u00eb studiojm\u00eb n\u00eb detaje rastin e par\u00eb - 'inxhier'. Rasti 'shkenc\u00ebtari' realizohet n\u00eb nj\u00eb m\u00ebnyr\u00eb t\u00eb ngjashme.<\/p>\n<p>Teknikisht, shembulli yn\u00eb \u00ebsht\u00eb shum\u00eb i thjesht\u00eb. Dhe specialisti p\u00ebrkat\u00ebs mund ta kalkulloj\u00eb leht\u00ebsisht at\u00eb me nj\u00eb kalkulator. Q\u00ebllimi yn\u00eb \u00ebsht\u00eb ndryshe: t\u00eb tregojm\u00eb se si do t\u00eb ndihmoj\u00eb zgjidhja RPA kur detyra b\u00ebhet e madhe. <\/p>\n<p>N\u00eb thjeshtim, gjithashtu do t\u00eb theksojm\u00eb: pjesa e tubit \u00ebsht\u00eb nj\u00eb drejtk\u00ebnd\u00ebsh ideal, pa skaj t\u00eb rrumbullakosur, pa marr\u00eb parasysh lidhjen e saldimit.<\/p>\n<h2>Detyra e inxhierit<\/h2>\n<p>\nSkema e p\u00ebrgjithshme e rastit 'inxhier' \u00ebsht\u00eb si vijon:<\/p>\n<ol>\n<li>N\u00eb nj\u00eb flet\u00eb Excel kemi nj\u00eb tabel\u00eb me sortimentin e tubave sipas GOST. <\/li>\n<li>P\u00ebr \u00e7do regjistrim n\u00eb k\u00ebt\u00eb tabel\u00eb, ne duhet t\u00eb nd\u00ebrtojm\u00eb nj\u00eb model 3D n\u00eb Autodesk Inventor.<\/li>\n<li>Pastaj, n\u00eb mjedisin e Inventor Stress Analyses, kryejm\u00eb llogaritjen e forc\u00ebs dhe eksportojm\u00eb rezultatin e llogaritjes n\u00eb html. <\/li>\n<li>Gjejm\u00eb n\u00eb skedarin e marr\u00eb vler\u00ebn 'Tensioni maksimal sipas Mises'.<\/li>\n<li>Ndalojm\u00eb llogaritjen n\u00ebse rezerveja e forc\u00ebs (raporti i kufijve t\u00eb fluksit t\u00eb materialit me tensionin maksimal sipas Mises) \u00ebsht\u00eb m\u00eb e vog\u00ebl se 3. <\/li>\n<\/ol>\n<p>\nMendojm\u00eb se nj\u00eb beam me seksion p\u00ebrkat\u00ebs do t\u00eb siguroj\u00eb nj\u00eb rezerv\u00eb force tri her\u00eb m\u00eb t\u00eb madhe dhe do t\u00eb jet\u00eb minimale n\u00eb mas\u00eb mes varianteve t\u00eb tjera. <\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/fd606aabe1ea38e360761fd942fdc9ef.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nK\u00ebshtu, n\u00eb detyr\u00ebn ton\u00eb, specialisti punon me 3 aplikacione (shih skem\u00ebn m\u00eb lart). N\u00eb kushte reale, numri i aplikacioneve mund t\u00eb jet\u00eb m\u00eb shum\u00eb.<\/p>\n<p>GOST 8645-68 'Tubat \u00e7elik\u00eb drejtk\u00ebnd\u00ebshe' p\u00ebrmban 300 regjistrime. N\u00eb detyr\u00ebn ton\u00eb demonstrative ne do ta shkurt\u00ebzojm\u00eb list\u00ebn: do t\u00eb marrim nj\u00eb pozite nga \u00e7do familje madh\u00ebsish. N\u00eb total 19 regjistrime, nga t\u00eb cilat duhet t\u00eb zgjidhet nj\u00eb. <\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/c979ac07b01b3ca2982062c52f59192f.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nMjedisi i modelimit t\u00eb Inventor, n\u00eb t\u00eb cilin do t\u00eb nd\u00ebrtosh modelin dhe t\u00eb b\u00ebsh llogaritjen e forc\u00ebs, p\u00ebrmban nj\u00eb bibliotek\u00eb materialesh t\u00eb gatshme. Ne do t\u00eb marrim materialin e beam nga kjo bibliotek\u00eb:<\/p>\n<p>Materiali - \u00c7elik<br \/>\nDensiteti 7,85 g\/kub. cm;<br \/>\nKufiri i fluksit 207 MPa;<br \/>\nKufiri n\u00eb shp\u00ebrb\u00ebrje 345 MPa;<br \/>\nModuli i Young 210 GPa;<br \/>\nModuli i shp\u00ebrndarjes 80,7692 GPa.<\/p>\n<p>K\u00ebshtu duket modeli tre-dimensional i beam-it t\u00eb ngarkuar:<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/6e0a52f7557b667f4bb04869c9d14b8a.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDhe k\u00ebtu \u00ebsht\u00eb rezultati i llogaritjes s\u00eb forc\u00ebs. Sistemi ngjyros n\u00eb t\u00eb kuqe zonat e dob\u00ebta t\u00eb beam-it. N\u00eb k\u00ebto vende tensioni \u00ebsht\u00eb m\u00eb i lart\u00eb. Shkalla n\u00eb t\u00eb majt\u00eb tregon vler\u00ebn e tensionit maksimal n\u00eb materialin e beam-it.<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/12c47a3898dbf00c5e95d13da3603289.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n\u2003<\/p>\n<h2>Tani do t'ua kalojm\u00eb nj\u00eb pjes\u00eb t\u00eb pun\u00ebs robotit<\/h2>\n<p>\nSkema e pun\u00ebs ndryshohet si vijon:<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/d6802a8ffa587110105a9cbbe6276fe1.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDo ta krijojm\u00eb robotin n\u00eb mjedisin Automation Anywhere Community Edition (m\u00eb pas A\u0410). Do t\u00eb kalojm\u00eb p\u00ebrmes kritereve t\u00eb vler\u00ebsimit dhe do t\u00eb p\u00ebrshkruajm\u00eb p\u00ebrshtypjet tona subjektive.<\/p>\n<h3>Universialiteti<\/h3>\n<p>\nZgjidhjet RPA (ve\u00e7an\u00ebrisht ato komerciale) pozicionohen me insistim si nj\u00eb mjet p\u00ebr automatizimin e proceseve t\u00eb biznesit, automatizimin e pun\u00ebs s\u00eb punonj\u00ebsve t\u00eb zyr\u00ebs. N\u00eb shembuj dhe kurse trajnimi shqyrtohet nd\u00ebrveprimi me ERP, ECM, Web. Gjith\u00e7ka \u00ebsht\u00eb shum\u00eb 'zyrake'.<\/p>\n<p>N\u00eb fillim kishim dyshime, n\u00ebse AA do t\u00eb p\u00ebrballonte nd\u00ebrfaqen dhe t\u00eb dh\u00ebnat e Autodesk Inventor ton\u00eb. Por gjith\u00e7ka v\u00ebrtet funksionoi: \u00e7do element, \u00e7do kontroll u identifikua dhe u regjistrua. Edhe n\u00eb formatet sh\u00ebrbyese me tabela parametrash, roboti mori qasje n\u00eb qeliz\u00ebn e nevojshme n\u00ebp\u00ebrmjet tregimit me miun. <\/p>\n<p>M\u00eb pas ishte nj\u00eb provim me fillimin e studionit t\u00eb llogaritjes s\u00eb forc\u00ebs. Po ashtu pa probleme. N\u00eb k\u00ebt\u00eb faz\u00eb, duhej t\u00eb punonim me v\u00ebmendje me pauzat midis veprimeve, kur sistemi pret p\u00ebrfundimin e llogaritjes.<\/p>\n<p>Me marrjen e t\u00eb dh\u00ebnave p\u00ebrfundimtare nga Web dhe futjen e tyre n\u00eb Excel kaloi pa nd\u00ebrlikime.<br \/>\nN\u00eb kuad\u00ebr t\u00eb k\u00ebsaj detyre, universialiteti u konfirmua. Sipas p\u00ebrshkrimeve t\u00eb ofruesve t\u00eb tjer\u00eb RPA, universialiteti \u2013 v\u00ebrtet \u00ebsht\u00eb nj\u00eb pron\u00eb e p\u00ebrbashk\u00ebt e k\u00ebsaj kategorie softueri.<\/p>\n<h3>Thjesht\u00ebsia e m\u00ebsimit<\/h3>\n<p>\nM\u00ebsimi mori disa mbr\u00ebmje: kurset, shembujt m\u00ebsimor\u00eb \u2013 t\u00eb gjitha k\u00ebto jan\u00eb t\u00eb pranueshme. Shumica e ofruesve t\u00eb RPA ofrojn\u00eb trajnim falas. Barrier\u00ebn e vetme: nd\u00ebrfaqja e mjedisit dhe kursit t\u00eb AA \u00ebsht\u00eb vet\u00ebm n\u00eb anglisht. <\/p>\n<h3>Shpejt\u00ebsia e zhvillimit<\/h3>\n<p>\nAlgoritmi p\u00ebr 'detyr\u00ebn e inxhierit' ne e zhvilluam dhe e p\u00ebrmir\u00ebsuam brenda nj\u00eb mbr\u00ebmjeje. Rendi i veprimeve p\u00ebrmbante vet\u00ebm 44 instrukcione. M\u00eb posht\u00eb n\u00eb figur\u00eb \u00ebsht\u00eb nj\u00eb fragment i nd\u00ebrfaqes Automation Anywhere me robotin e gatsh\u00ebm. Koncepti Low code\/No code \u2013 nuk u nevojit t\u00eb programohej: p\u00ebrdor\u00ebm regjistrues t\u00eb operacioneve, ose drag\u2019n\u2019drop nga biblioteka e komandave. Pastaj konfigurimi i parametrave n\u00eb dritaren e pronave. <\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/7e98c35c151d87b08272d1af2c1c0fd0.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <\/p>\n<h3>Shkarkimi nga rutina<\/h3>\n<p>\nRobotit i duhen 1 minut\u00eb 20 sekonda p\u00ebr t\u00eb procesuar nj\u00eb regjistrim. Af\u00ebrsisht aq koh\u00eb na merrte ne p\u00ebr t\u00eb procesuar nj\u00eb regjistrim pa robot. <\/p>\n<p>N\u00ebse flasim p\u00ebr dhjet\u00ebra e qindra regjistrimesh, njeriu patjet\u00ebr do t\u00eb lodhet, do t\u00eb filloj\u00eb t\u00eb shp\u00ebrqendrohet. Specialist\u00ebt mund t\u00eb angazhohen papritur me ndonj\u00eb detyr\u00eb tjet\u00ebr. Me njeriun, p\u00ebrpjes\u00ebtimi n\u00eb formatin 'n\u00ebse detyra zgjat A minuta, at\u00ebher\u00eb N t\u00eb tilla detyra mund t\u00eb p\u00ebrfundojn\u00eb p\u00ebr A*N minuta' nuk funksionon \u2013 gjithmon\u00eb merret m\u00eb shum\u00eb koh\u00eb. <\/p>\n<p>N\u00eb shembullin ton\u00eb, roboti do t\u00eb kaloj\u00eb regjistrimet nj\u00eb pas nj\u00eb, duke filluar nga seksionet m\u00eb t\u00eb m\u00ebdha. N\u00eb grupe t\u00eb m\u00ebdha nuk \u00ebsht\u00eb nj\u00eb metod\u00eb e shpejt\u00eb. P\u00ebr t\u00eb acceleruar, mund t\u00eb realizojn\u00eb afrisime t\u00eb rendit, p\u00ebr shembull, metod\u00ebn e Newtonit ose ndarjen e mesme.<br \/>\nRezultati i llogaritjes:<\/p>\n<p>Tabela 1. Rezultati i p\u00ebrcaktimit t\u00eb seksionit t\u00eb shtrir\u00eb<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike\" src=\"\/wp-content\/uploads\/2019\/11\/6baec083923222fbd03efafaa2ca5e1e.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h3>Detyra e shkenc\u00ebtarit<\/h3>\n<p>\nDetyra e shkenc\u00ebtarit \u00ebsht\u00eb t\u00eb kryej\u00eb disa eksperimente numerike p\u00ebr t\u00eb p\u00ebrcaktuar ligjin sipas t\u00eb cilit ndryshon kapaciteti mbajt\u00ebs i shtrir\u00ebs n\u00eb var\u00ebsi t\u00eb seksionit t\u00eb saj, gjat\u00eb dhe mas\u00ebs s\u00eb ngarkes\u00ebs. Ligji i gjetur formulohet n\u00eb form\u00ebn e nj\u00eb ekuacioni regresioni. <\/p>\n<p>P\u00ebr t\u00eb pasur sakt\u00ebsi, ekuacioni regresionit duhet t\u00eb trajtoj\u00eb nj\u00eb sasi t\u00eb madhe t\u00eb dh\u00ebnash.<\/p>\n<p>P\u00ebr shembullin ton\u00eb, identifikohet nj\u00eb grup variablash hyr\u00ebs:<\/p>\n<ul>\n<li>lart\u00ebsia e profilit t\u00eb tubit;<\/li>\n<li>gjer\u00ebsia;<\/li>\n<li>trash\u00ebsia e murit;<\/li>\n<li>gjat\u00ebsia e shtrir\u00ebs;<\/li>\n<li>masa e ngarkes\u00ebs.<\/li>\n<\/ul>\n<p>\nN\u00ebse duhet t\u00eb b\u00ebjm\u00eb llogaritjen p\u00ebr t\u00eb pakt\u00ebn 3 vlera t\u00eb secilit variab\u00ebl, at\u00ebher\u00eb gjithsej do t\u00eb kemi 243 p\u00ebrs\u00ebritje. Me nj\u00eb koh\u00ebzgjatje prej dy minutash p\u00ebr \u00e7do iteracion, koha totale do t\u00eb arrij\u00eb tashm\u00eb n\u00eb 8 or\u00eb \u2014 nj\u00eb dit\u00eb t\u00eb plot\u00eb pune! P\u00ebr nj\u00eb studim m\u00eb t\u00eb plot\u00eb, duhet t\u00eb marrim jo vet\u00ebm 3 vlera, por 10 apo m\u00eb shum\u00eb. <\/p>\n<p>N\u00eb procesin e k\u00ebrkimeve, do t\u00eb zbulohet patjet\u00ebr se modeli duhet t\u00eb p\u00ebrfshij\u00eb faktor\u00eb shtes\u00eb. P\u00ebr shembull, \"t\u00eb testojm\u00eb\" lloje t\u00eb ndryshme \u00e7eliku. V\u00ebllimi i kalkulimeve rritet dhjet\u00ebra dhe qindra her\u00eb. <\/p>\n<p>N\u00eb nj\u00eb detyr\u00eb t\u00eb v\u00ebrtet\u00eb, roboti do t\u00eb jet\u00eb n\u00eb gjendje t\u00eb liroj\u00eb disa dit\u00eb p\u00ebr shkenc\u00ebtarin, t\u00eb cilat specialisti do t'i p\u00ebrdor\u00eb p\u00ebr t\u00eb p\u00ebrgatitur publikimin, dhe ky \u00ebsht\u00eb treguesi kryesor i aktivitetit t\u00eb shkenc\u00ebtarit. <\/p>\n<h2>Curriculum Vitae<\/h2>\n<p>\n\"Produkti\" i inxhinierit \u00ebsht\u00eb nj\u00eb pajisje funksionale, nj\u00eb konstrukcion. Robotizimi i llogaritjeve do t\u00eb zvog\u00ebloj\u00eb rreziqet p\u00ebrmes nj\u00eb p\u00ebrpunimi m\u00eb t\u00eb thell\u00eb t\u00eb projektit (m\u00eb shum\u00eb llogaritje, m\u00eb shum\u00eb m\u00ebnyra, m\u00eb shum\u00eb variante).<\/p>\n<p>\"Produkti\" i shkenc\u00ebtarit \u00ebsht\u00eb nj\u00eb ekuacion, nj\u00eb rregull ose nj\u00eb p\u00ebrshkrim tjet\u00ebr kompakt. Dhe sa m\u00eb sakt\u00eb, aq m\u00eb shum\u00eb t\u00eb dh\u00ebna jan\u00eb p\u00ebrfshir\u00eb n\u00eb analiz\u00eb. Zgjidhja RPA do t\u00eb ndihmoj\u00eb n\u00eb krijimin e \"ushqimit\" informativ p\u00ebr modelet.<\/p>\n<p>Le t\u00eb p\u00ebrmbledhim shembujn\u00eb ton\u00eb. <\/p>\n<p>Nj\u00eb model llogarit\u00ebs mund t\u00eb jet\u00eb \u00e7do model: modeli i nj\u00eb ure, modeli i nj\u00eb motori, modeli i nj\u00eb sistemi ngrohjeje. Nga specialisti pritet q\u00eb t\u00eb gjitha komponent\u00ebt e modelit t\u00eb jen\u00eb n\u00eb bashk\u00ebveprim t\u00eb duhur me nj\u00ebri-tjetrin dhe q\u00eb modeli t\u00eb ofroj\u00eb \"jasht\u00eb\" nj\u00eb grup parametrash-k\u00ebmbimi ky\u00e7.<\/p>\n<p>Roli i ambientit llogarit\u00ebs luhet nga \u00e7do aplikacion q\u00eb specialisti p\u00ebrdor n\u00eb pun\u00ebn e tij. Ansys, Autocad, Solidworks, FlowVision, Dialux, PowerMill, Archicad. Ose di\u00e7ka e krijuar vet\u00eb, p\u00ebr shembull, nj\u00eb program p\u00ebr p\u00ebrcaktimin e ventilator\u00ebve n\u00eb fabrik\u00ebn prodhuese (shih. Programet p\u00ebr p\u00ebrcaktimin e pajisjeve Systemair). <\/p>\n<p>Si burim t\u00eb dh\u00ebnash konsiderojm\u00eb gjithashtu ueb-faqen, baz\u00ebn e t\u00eb dh\u00ebnave, nj\u00eb flet\u00eb Excel dhe nj\u00eb skedar txt. <br \/>\nRezultati p\u00ebrfundimtar i pun\u00ebs \u2013 raporti \u2013 \u00ebsht\u00eb nj\u00eb dokument Word me tekst t\u00eb formuar automatikisht, nj\u00eb diagram Excel, nj\u00eb grup skrinshot\u00ebsh ose d\u00ebrgimi i email-eve.<\/p>\n<p>RPA \u00ebsht\u00eb e aplikueshme kudo ku aplikohet analiza inxhinierike. Ja disa fusha:<\/p>\n<ul>\n<li>llogaritjet e q\u00ebndrueshm\u00ebris\u00eb dhe deformimi;<\/li>\n<li>hidrodinamika dhe gazdinamika;<\/li>\n<li>k\u00ebmbimi i nxeht\u00ebsis\u00eb;<\/li>\n<li>elektromagnetizmi;<\/li>\n<li>analiza nd\u00ebrdisiplinore;<\/li>\n<li>projektimi gjenerues;<\/li>\n<li>programet udh\u00ebzuese p\u00ebr CNC (p\u00ebr shembull, ndatja);<\/li>\n<li>hulumtime mjek\u00ebsore dhe biologjike;<\/li>\n<li>n\u00eb llogaritjet e sistemeve me lidhje t\u00eb prapme ose sistemeve transitor (kur rezultati p\u00ebrfundimtar duhet t\u00eb kthehet n\u00eb t\u00eb dh\u00ebnat hyr\u00ebse dhe t\u00eb p\u00ebrs\u00ebritet llogaritja).<\/li>\n<\/ul>\n<p>\nSot, zgjidhjet RPA po p\u00ebrdoren aktysh n\u00eb biznes p\u00ebr automatizimin e proceseve dhe pun\u00ebn me t\u00eb dh\u00ebnat. N\u00eb rutin\u00ebn e nj\u00eb punonj\u00ebsi zyre, inxhinierit dhe shkenc\u00ebtarit ka shum\u00eb gj\u00ebra t\u00eb p\u00ebrbashk\u00ebta. Ne kemi treguar se robot\u00ebt jan\u00eb t\u00eb p\u00ebrshtatsh\u00ebm n\u00eb aktivitetet inxhinierike dhe shkencore. <\/p>\n<p>Le t\u00eb p\u00ebrmbledhim p\u00ebrshtypjet tona.<\/p>\n<ol>\n<li>Universaliteti \u2014 po, RPA \u00ebsht\u00eb nj\u00eb mjet universal.<\/li>\n<li>Thjesht\u00ebsia n\u00eb m\u00ebsim \u2014 po, \u00ebsht\u00eb e thjesht\u00eb dhe e arritshme, por k\u00ebrkon njohuri t\u00eb nj\u00eb gjuhe.<\/li>\n<li>Shpejt\u00ebsia e zhvillimit \u2014 po, algoritmi mblidhet shpejt, ve\u00e7an\u00ebrisht kur \"blihet dora\" me p\u00ebrdorimin e regjistruesve.<\/li>\n<li>Shk\u00ebputja nga rutina \u2014 po, me t\u00eb v\u00ebrtet\u00eb \u00ebsht\u00eb n\u00eb gjendje t\u00eb sjell\u00eb p\u00ebrfitime n\u00eb detyrat e m\u00ebdha.<\/li>\n<\/ol>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/directum\/blog\/475998\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435 \u0412 \u0448\u043a\u043e\u043b\u0435 \u0434\u043b\u044f \u0437\u0430\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u044f \u0437\u043d\u0430\u043d\u0438\u044f \u043d\u0430\u043c \u0437\u0430\u0434\u0430\u0432\u0430\u043b\u0438 \u0440\u0435\u0448\u0438\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432. \u041c\u044b \u0432\u0441\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043e\u0441\u0430\u0434\u043e\u0432\u0430\u043b\u0438: \u0447\u0442\u043e \u0442\u0443\u0442 \u0446\u0435\u043d\u043d\u043e\u0433\u043e? \u041f\u043e\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0432 \u0444\u043e\u0440\u043c\u0443\u043b\u0443 \u0434\u0432\u0430-\u0442\u0440\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043e\u0442\u0432\u0435\u0442. \u0413\u0434\u0435 \u0442\u0443\u0442 \u043f\u043e\u043b\u0435\u0442 \u043c\u044b\u0441\u043b\u0438? \u0420\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043e\u043a\u0430\u0437\u0430\u043b\u0430\u0441\u044c \u0441\u0443\u0440\u043e\u0432\u0435\u0439, \u0447\u0435\u043c \u0448\u043a\u043e\u043b\u0430. \u0421\u0435\u0439\u0447\u0430\u0441 \u044f \u0440\u0430\u0431\u043e\u0442\u0430\u044e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u043c \u0432 \u0418\u0422. \u0414\u043e \u043f\u0440\u0438\u0445\u043e\u0434\u0430 \u0432 \u0418\u0422-\u0441\u0444\u0435\u0440\u0443 \u044f \u043f\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u043b \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u043c-\u0442\u0435\u043f\u043b\u043e\u0442\u0435\u0445\u043d\u0438\u043a\u043e\u043c, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u043e\u043c \u0427\u041f\u0423, \u043f\u043e\u0443\u0447\u0430\u0441\u0442\u0432\u043e\u0432\u0430\u043b \u0432 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445. [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-52837","post","type-post","status-publish","format-standard","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435 \u0412 \u0448\u043a\u043e\u043b\u0435 \u0434\u043b\u044f \u0437\u0430\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u044f \u0437\u043d\u0430\u043d\u0438\u044f \u043d\u0430\u043c \u0437\u0430\u0434\u0430\u0432\u0430\u043b\u0438 \u0440\u0435\u0448\u0438\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432. \u041c\u044b \u0432\u0441\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043e\u0441\u0430\u0434\u043e\u0432\u0430\u043b\u0438: \u0447\u0442\u043e \u0442\u0443\u0442 \u0446\u0435\u043d\u043d\u043e\u0433\u043e? \u041f\u043e\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0432 \u0444\u043e\u0440\u043c\u0443\u043b\u0443 \u0434\u0432\u0430-\u0442\u0440\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043e\u0442\u0432\u0435\u0442.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"sq_AL\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 RPA \u0432 \u043d\u0430\u0443\u0447\u043d\u044b\u0445 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0445 \u0440\u0430\u0441\u0447\u0435\u0442\u0430\u0445 | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0412\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435 \u0412 \u0448\u043a\u043e\u043b\u0435 \u0434\u043b\u044f \u0437\u0430\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u044f \u0437\u043d\u0430\u043d\u0438\u044f \u043d\u0430\u043c \u0437\u0430\u0434\u0430\u0432\u0430\u043b\u0438 \u0440\u0435\u0448\u0438\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432. \u041c\u044b \u0432\u0441\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043e\u0441\u0430\u0434\u043e\u0432\u0430\u043b\u0438: \u0447\u0442\u043e \u0442\u0443\u0442 \u0446\u0435\u043d\u043d\u043e\u0433\u043e? \u041f\u043e\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0432 \u0444\u043e\u0440\u043c\u0443\u043b\u0443 \u0434\u0432\u0430-\u0442\u0440\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043e\u0442\u0432\u0435\u0442.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2019-11-17T21:00:00+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-02-18T11:00:38+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinierike | ProHoster","description":"Hyrja N\u00eb shkoll\u00eb, p\u00ebr t\u00eb forcuar njohurit\u00eb, na k\u00ebrkohej t\u00eb zgjidhnim shum\u00eb shembuj t\u00eb nj\u00ebjt\u00eb. 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