{"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\/news\/primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah","title":{"rendered":"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike","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 k\u00ebrkonin t\u00eb zgjidhnim shum\u00eb shembuj t\u00eb ngjash\u00ebm. Ne gjithmon\u00eb ishim t\u00eb shqet\u00ebsuar: \u00e7'ka \u00ebsht\u00eb e \u00e7muar k\u00ebtu? T\u00eb vendos\u00ebsh dy-tre vlera n\u00eb formul\u00eb dhe t\u00eb marr\u00ebsh nj\u00eb p\u00ebrgjigje. Ku \u00ebsht\u00eb k\u00ebtu fluturimi i mendjes? Realiteti doli t\u00eb ishte m\u00eb i ashp\u00ebr se shkolla.<\/p>\n<p>Tani punoj si analist n\u00eb IT. Para se t\u00eb vinim n\u00eb fush\u00ebn e IT, kam punuar si inxhinier termik, programues CNC dhe kam marr\u00eb pjes\u00eb n\u00eb projekte k\u00ebrkimore. <\/p>\n<p>Nga p\u00ebrvoja ime, kam arritur n\u00eb p\u00ebrfundimin se 95% e koh\u00ebs s\u00eb pun\u00ebs inxhinier\u00ebt dhe shkenc\u00ebtar\u00ebt e kalojn\u00eb n\u00eb veprime \"t\u00eb ngjashme\". Llogaritjet e ekuacioneve, kontrolli, 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 kaluar.<\/p>\n<p>Para vitit 2019, b\u00ebja maketa p\u00ebr form\u00ebsimin n\u00eb vakum. N\u00ebse nj\u00eb maket\u00eb e till\u00eb mbulohet me plastik t\u00eb nxeht\u00eb, do t\u00eb marrim nj\u00eb produkt q\u00eb p\u00ebrsosm\u00ebrisht p\u00ebrs\u00ebrit gjeometrin\u00eb e asaj makete. 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 prodhimit t\u00eb maket\u00ebs nevojitet nj\u00eb s\u00ebr\u00eb aplikacionesh t\u00eb specializuara:<\/p>\n<ul>\n<li>Autodesk Inventor p\u00ebr modelimin 3D;<\/li>\n<li>Excel p\u00ebr shkarkimin e dimensioneve t\u00eb materialit;<\/li>\n<li>Excel p\u00ebr llogaritjen e kostos s\u00eb maket\u00ebs;<\/li>\n<li>moduli HSM p\u00ebr p\u00ebrgatitjen e programit kontrollues 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 makinerin\u00eb CNC.<\/li>\n<\/ul>\n<p>\nNga nj\u00eb mjedis n\u00eb tjetrin, t\u00eb dh\u00ebnat na duhej t'i transferonim manualisht, e kjo do t\u00eb thoshte tabela t\u00eb t\u00ebra dhe grupe vlerash. Procesi ishte i ngadalt\u00eb, 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>). Kishte shum\u00eb k\u00ebrkime, projektim dhe llogaritje atje: mjedise t\u00eb specializuara p\u00ebr llogaritje termike dhe t\u00eb ndri\u00e7imit (Ansys, Dialux), plus llogaritje t\u00eb efikasitetit ekonomik, plus Autocad dhe Inventor p\u00ebr modelet dhe skicat. Dhe k\u00ebtu ishin t\u00eb nj\u00ebjtat v\u00ebshtir\u00ebsi: rezultati i llogaritjes nga nj\u00eb aplikacion duhej t\u00eb transferohej n\u00eb nj\u00eb aplikacion tjet\u00ebr p\u00ebr llogaritjen e ardhshme. Dhe k\u00ebshtu disa her\u00eb n\u00eb k\u00ebrkim t\u00eb zgjidhjes optimale.<\/p>\n<p>Koha e inxhinier\u00ebve dhe koha e shkenc\u00ebtar\u00ebve \u00ebsht\u00eb nj\u00eb koh\u00eb shum\u00eb e kushtueshme. \u00c7\u00ebshtja k\u00ebtu nuk \u00ebsht\u00eb paga. Pas llogaritjeve t\u00eb inxhinier\u00ebve fshihet nj\u00eb projekt i madh me nj\u00eb ekip. Pas hulumtimeve t\u00eb shkenc\u00ebtar\u00ebve q\u00ebndron perspektiva e t\u00ebr\u00eb nj\u00eb industrie. Por shpesh specialist\u00ebt e kualifikuar me p\u00ebrvoj\u00eb \"thjesht\" kopjojn\u00eb t\u00eb dh\u00ebnat nga nj\u00eb program n\u00eb tjetrin, n\u00eb vend q\u00eb t\u00eb zhvillojn\u00eb koncepte, modele, t\u00eb interpretojn\u00eb rezultatet, t\u00eb diskutojn\u00eb dhe t\u00eb realizojn\u00eb brainstorming me koleg\u00ebt. <\/p>\n<p>Ve\u00e7oria e ambientit modern t\u00eb biznesit \u00ebsht\u00eb shpejt\u00ebsia. Tregu gjithmon\u00eb nxit. N\u00eb vitin 2014, p\u00ebr t\u00eb prodhuar nj\u00eb model ne merrnim 2-3 jav\u00eb. N\u00eb vitin 2018 \u2013 tre dit\u00eb, dhe kjo tashm\u00eb dukej shum\u00eb e gjat\u00eb. Tani projektuesi duhet t\u00eb ofroj\u00eb disa variante zgjidhjeje n\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb q\u00eb m\u00eb par\u00eb ishte rezervuar 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, nd\u00ebrmarrja para lidhjes s\u00eb kontrat\u00ebs me klientin duhet t\u00eb investoj\u00eb n\u00eb zhvillimin konceptual rreth 6% t\u00eb kostos s\u00eb k\u00ebtij projekti. K\u00ebto mjete shkojn\u00eb:<\/p>\n<ul>\n<li>n\u00eb hulumtim;<\/li>\n<li>n\u00eb projektimin konceptual;<\/li>\n<li>n\u00eb vler\u00ebsimin e shpenzimeve t\u00eb pun\u00ebs;<\/li>\n<li>n\u00eb p\u00ebrgatitjen e skicave dhe t\u00eb tjer\u00eb. <\/li>\n<\/ul>\n<p>\nKompania i merr ato nga xhepi i saj, ky \u00ebsht\u00eb rreziku i saj. V\u00ebmendja p\u00ebr konceptin k\u00ebrkon koh\u00ebn e specialist\u00ebve, dhe ata jan\u00eb t\u00eb z\u00ebn\u00eb me rutin\u00ebn.<\/p>\n<p>Pasi u njoha me mjetet e pun\u00ebs n\u00eb kompanin\u00eb IT, u interesova 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 zbatuar prej koh\u00ebsh robotizimin e proceseve (RPA) p\u00ebr t\u00eb luftuar rutin\u00ebn. <\/p>\n<p>Prodhuesit e RPA deklarojn\u00eb p\u00ebr avantazhet e m\u00ebposhtme t\u00eb k\u00ebtij instrumenti automatizimi:<\/p>\n<ol>\n<li>universalitet (robotet jan\u00eb n\u00eb gjendje t\u00eb punojn\u00eb me \u00e7do aplikacion, me \u00e7do burim t\u00eb dh\u00ebnash);<\/li>\n<li>thjesht\u00ebsia e m\u00ebsimit (nuk k\u00ebrkohen kompetenca 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 shkaktohet m\u00eb pak koh\u00eb sesa me programimin tradicional);<\/li>\n<li>leht\u00ebsimi real i punonj\u00ebsit nga operacionet rutin\u00eb.<\/li>\n<\/ol>\n<p>\nN\u00eb baz\u00eb t\u00eb k\u00ebtyre kritereve ne do t\u00eb vler\u00ebsojm\u00eb se \u00e7far\u00eb efekti ka p\u00ebrdorimi i 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 prush t\u00eb konsoliduar me ngarkes\u00eb. <br \/>\n<img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/f197e96743e4b68413ac4f388704d4ba.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nT\u00eb shikojm\u00eb k\u00ebt\u00eb problem nga perspektiva e inxhinierit dhe nga perspektiva e shkenc\u00ebtarit. <\/p>\n<p>Rasti \u00abinxhinier\u00bb: ka nj\u00eb beam t\u00eb fiksuar n\u00eb konzol\u00eb me gjat\u00ebsi 2 m. Ajo duhet t\u00eb mbaj\u00eb nj\u00eb ngarkes\u00eb prej 500 kg me nj\u00eb rezerv\u00eb forca 3-fish. Beama \u00ebsht\u00eb e b\u00ebr\u00eb nga nj\u00eb tub drejtk\u00ebnd\u00ebsh. Duhet t\u00eb zgjidhet prerja e beam\u00ebs nga katalogu GOST. <\/p>\n<p>Rasti \u00abshkenc\u00ebtar\u00bb: t\u00eb zbulohet si ndikon masa e ngarkes\u00ebs, prerja dhe gjat\u00ebsia e beam\u00ebs n\u00eb kapacitetin mb\u00ebshtet\u00ebs t\u00eb k\u00ebsaj beam\u00eb. T\u00eb nxjerrim barazimin regresion.<\/p>\n<p>N\u00eb t\u00eb dy rastet merret parasysh forca e gravitetit, e cila vepron mbi beam\u00eb n\u00eb proporcion me mas\u00ebn e beam\u00ebs.<\/p>\n<p>Do t\u00eb shqyrtojm\u00eb n\u00eb detaje pik\u00ebrisht rastin e par\u00eb \u2014 \u00abinxhinier\u00bb. Rasti \u00abshkenc\u00ebtar\u00bb 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 spekali i l\u00ebnd\u00ebve do t\u00eb mund ta llogaris\u00eb leht\u00ebsisht me nj\u00eb kalkulator. Ne ndjekim nj\u00eb q\u00ebllim tjet\u00ebr: t\u00eb tregojm\u00eb se si do t\u00eb ndihmoj\u00eb zgjidhja RPA kur detyra b\u00ebhet n\u00eb shkall\u00eb. <\/p>\n<p>N\u00eb p\u00ebrmbledhje do t\u00eb theksojm\u00eb gjithashtu: prerja e tubit \u2014 nj\u00eb drejtk\u00ebnd\u00ebsh ideal, pa k\u00ebnde t\u00eb rrumbullakosur, pa marr\u00eb parasysh saldimin.<\/p>\n<h2>Detyra e inxhinierit<\/h2>\n<p>\nSkema e p\u00ebrgjithshme e rastit \u00abinxhinier\u00bb \u00ebsht\u00eb k\u00ebshtu:<\/p>\n<ol>\n<li>N\u00eb nj\u00eb flet\u00eb Excel kemi nj\u00eb tabel\u00eb me llojet e tubave sipas GOST. <\/li>\n<li>P\u00ebr \u00e7do regjistrim nga kjo tabel\u00eb duhet t\u00eb nd\u00ebrtojm\u00eb nj\u00eb model 3D n\u00eb Autodesk Inventor.<\/li>\n<li>M\u00eb pas, n\u00eb mjedisin e Analizave t\u00eb Stresit Inventor, 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 \u00abTensioni Maksimal sipas Mises\u00bb.<\/li>\n<li>Ndaluam llogaritjen n\u00ebse rezerva e forc\u00ebs (raporti i kufirit t\u00eb rrjedhjes s\u00eb materialit ndaj tensionit maksimal sipas Mises) do t\u00eb jet\u00eb m\u00eb pak se 3. <\/li>\n<\/ol>\n<p>\nMendojm\u00eb se beama me prerjen e p\u00ebrshtatshme do t\u00eb siguroj\u00eb nj\u00eb rezerv\u00eb 3-fish dhe do t\u00eb jet\u00eb minimalja n\u00eb mas\u00eb n\u00eb mesin e varianteve t\u00eb tjera. <\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/fd606aabe1ea38e360761fd942fdc9ef.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nN\u00eb p\u00ebrmbledhje, n\u00eb detyr\u00ebn ton\u00eb specialisti punon me 3 aplikacione (shih diagramin m\u00eb sip\u00ebr). N\u00eb nj\u00eb ambient real, numri i aplikacioneve mund t\u00eb jet\u00eb edhe m\u00eb i lart\u00eb.<\/p>\n<p>GOST 8645-68 \u00abTubat \u00e7eliku drejtk\u00ebnd\u00ebsh\u00bb p\u00ebrmban 300 regjistrime. N\u00eb detyr\u00ebn ton\u00eb demonstruese do t\u00eb shkurtsojm\u00eb list\u00ebn: do t\u00eb marrim nj\u00eb pozicion nga \u00e7do grup madh\u00ebsish. N\u00eb total jan\u00eb 19 regjistrime, nga t\u00eb cilat duhet t\u00eb zgjidhet nj\u00ebra. <\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/c979ac07b01b3ca2982062c52f59192f.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nMediat e modelimit Inventor, n\u00eb t\u00eb cil\u00ebn do t\u00eb nd\u00ebrtojm\u00eb modelin dhe do t\u00eb b\u00ebjm\u00eb llogaritjen e forc\u00ebs, p\u00ebrmban nj\u00eb bibliotek\u00eb materialesh t\u00eb gatshme. Materialin e beam\u00ebs do ta marrim nga kjo bibliotek\u00eb:<\/p>\n<p>materiali \u2014 \u00c7elik<br \/>\nDend\u00ebsia 7,85 g\/kub. cm;<br \/>\nKufiri i rrjedhjes 207 MPa;<br \/>\nKufiri i \u00e7arjes 345 MPa;<br \/>\nModuli i Young 210 GPa;<br \/>\nModuli i rreshqitjes 80,7692 GPa.<\/p>\n<p>K\u00ebshtu duket modeli trem\u0451dor i beam\u00ebs s\u00eb ngarkuar:<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/6e0a52f7557b667f4bb04869c9d14b8a.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nK\u00ebtu \u00ebsht\u00eb rezultati i llogaritjes s\u00eb q\u00ebndrueshm\u00ebris\u00eb. Sistemi e thekson n\u00eb t\u00eb kuqe zonat e dob\u00ebta t\u00eb shkut\u00ebs. N\u00eb k\u00ebto vende, tensioni \u00ebsht\u00eb m\u00eb i madh. Shkalla n\u00eb an\u00ebn e majt\u00eb tregon vler\u00ebn maksimale t\u00eb tensionit n\u00eb materialin e shkut\u00ebs.<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/12c47a3898dbf00c5e95d13da3603289.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n\u2003<\/p>\n<h2>Tani do t'ia kalojm\u00eb nj\u00eb pjes\u00eb t\u00eb pun\u00ebs robotit.<\/h2>\n<p>\nSkema e pun\u00ebs ndryshon si m\u00eb posht\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/d6802a8ffa587110105a9cbbe6276fe1.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDo ta ndiejm\u00eb robotin n\u00eb mjedisin Automation Anywhere Community Edition (n\u00eb vazhdim AA). Do t\u00eb kalojm\u00eb p\u00ebrmes kritereve t\u00eb vler\u00ebsimit dhe do t\u00eb p\u00ebrshkruajm\u00eb p\u00ebrshtypjet subjektive.<\/p>\n<h3>Universialiteti<\/h3>\n<p>\nZgjidhjet RPA (ve\u00e7an\u00ebrisht ato komerciale) ngulmojn\u00eb t'i pozicionojn\u00eb si mjete 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 trajnuese, shqyrtohet nd\u00ebrveprimi me ERP, ECM, Web. E gjith\u00eb kjo \u00ebsht\u00eb shum\u00eb 'zyr\u00ebs'.<\/p>\n<p>N\u00eb fillim kishim dyshime n\u00ebse AA do t\u00eb mund t\u00eb kapte nd\u00ebrfaqen dhe t\u00eb dh\u00ebnat e Autodesk Inventor ton\u00eb. Por gjith\u00e7ka funksionoi me t\u00eb v\u00ebrtet\u00eb: \u00e7do element, \u00e7do kontroll u identifikua dhe regjistrua. Edhe n\u00eb formatet e sh\u00ebrbimeve me tabela parametrike, roboti kishte qasje n\u00eb qelin\u00eb e nevojshme thjesht duke e treguar me maus. <\/p>\n<p>Pastaj ishte nj\u00eb prov\u00eb me nisjen e studios s\u00eb llogaritjes s\u00eb q\u00ebndrueshm\u00ebris\u00eb. Edhe kjo pa probleme. N\u00eb k\u00ebt\u00eb hap, duhej t\u00eb punonim me kujdes me pauzat nd\u00ebrmjet veprimeve, kur sistemi pret p\u00ebrfundimin e llogaritjes.<\/p>\n<p>Kombinimi i t\u00eb dh\u00ebnave p\u00ebrfundimtare nga Web dhe vendosja e tyre n\u00eb Excel kaloi pa probleme.<br \/>\nN\u00eb kuad\u00ebr t\u00eb k\u00ebsaj detyre, universaliteti u konfirmua. Sipas p\u00ebrshkrimeve t\u00eb ofruesve t\u00eb tjer\u00eb RPA, universaliteti \u00ebsht\u00eb v\u00ebrtet nj\u00eb pron\u00eb e p\u00ebrbashk\u00ebt e k\u00ebsaj kategorie softuerike.<\/p>\n<h3>Thjesht\u00ebsia e m\u00ebsimit<\/h3>\n<p>\nM\u00ebsimi zgjati disa mbr\u00ebmje: kurset, shembujt m\u00ebsimor\u00eb - gjith\u00e7ka ekziston. Te shum\u00eb ofrues RPA, trajnimi \u00ebsht\u00eb falas. Barrier\u00eb e vetme: nd\u00ebrfaqja e mjedisit dhe kurset n\u00eb AA jan\u00eb vet\u00ebm n\u00eb anglisht. <\/p>\n<h3>Shpejt\u00ebsia e zhvillimit<\/h3>\n<p>\nAlgoritmin p\u00ebr 'detyr\u00ebn e inxhinierit' e zhvilluam dhe e rregulluam brenda nj\u00eb mbr\u00ebmjeje. Renditja e veprimeve p\u00ebrfshiu vet\u00ebm 44 instrukcione. M\u00eb posht\u00eb \u00ebsht\u00eb nj\u00eb fragment i nd\u00ebrfaqes Automation Anywhere me robotin e gatsh\u00ebm. Koncepti Low code\/No code - nuk pati nevoj\u00eb p\u00ebr programim: p\u00ebrdor\u00ebm regjistruesit e veprimeve 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 inxhinerike\" src=\"\/wp-content\/uploads\/2019\/11\/7e98c35c151d87b08272d1af2c1c0fd0.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <\/p>\n<h3>Shk\u00ebputja nga rutina<\/h3>\n<p>\nRobotit i duhen 1 minut\u00eb e 20 sekonda p\u00ebr t\u00eb p\u00ebrpunuar nj\u00eb regjistrim. Nga sa koh\u00eb na duhej t\u00eb p\u00ebrpunonim nj\u00eb regjistrim pa robotin. <\/p>\n<p>N\u00ebse \u00ebsht\u00eb fjala p\u00ebr dhjet\u00ebra dhe qindra regjistrime, njeriu patjet\u00ebr do t\u00eb lodhet dhe do t\u00eb filloj\u00eb t\u00eb shp\u00ebrqendrohet. Nj\u00eb specialist mund t\u00eb p\u00ebrfshihet papritur n\u00eb nj\u00eb detyr\u00eb tjet\u00ebr. Me njerin\u00eb, proporcioni si \u00abN\u00ebse detyra merr A minuta, at\u00ebher\u00eb N detyra t\u00eb tilla mund t\u00eb kryhen p\u00ebr A*N minuta\u00bb nuk funksionon \u2013 gjithmon\u00eb shpenzohet 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 massa t\u00eb m\u00ebdha, kjo nuk \u00ebsht\u00eb nj\u00eb metod\u00eb e shpejt\u00eb. P\u00ebr t\u00eb p\u00ebrshpejtuar, mund t\u00eb realizohet akoma afrim i radh\u00ebs, p\u00ebr shembull, metoda e Newtonit ose e ndarjes n\u00eb dy.<br \/>\nRezultati i llogaritjes:<\/p>\n<p>Tabela 1. Rezultati i p\u00ebrcaktimit t\u00eb seksionit t\u00eb trar\u00ebve<\/p>\n<p><img decoding=\"async\" alt=\"P\u00ebrdorimi i RPA n\u00eb llogaritjet shkencore dhe inxhinerike\" 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 trarit n\u00eb p\u00ebrputhje me seksionin e tij, gjat\u00ebsin\u00eb dhe mas\u00ebn e 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 regresioni, shkenc\u00ebtari duhet t\u00eb p\u00ebrpunoj\u00eb nj\u00eb mas\u00eb t\u00eb madhe t\u00eb dh\u00ebnash.<\/p>\n<p>P\u00ebr shembullin ton\u00eb, p\u00ebrshkruhet nj\u00eb mas\u00eb e inputeve:<\/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 trarit;<\/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 p\u00ebr \u00e7do variab\u00ebl, at\u00ebher\u00eb gjithsej kjo \u00ebsht\u00eb 243 p\u00ebrs\u00ebritje. Me nj\u00eb koh\u00ebzgjatje prej dy minutash p\u00ebr nj\u00eb iteracion, koha e p\u00ebrgjithshme do t\u00eb arrij\u00eb tashm\u00eb n\u00eb 8 or\u00eb \u2013 nj\u00eb dit\u00eb e t\u00ebr\u00eb pune! P\u00ebr nj\u00eb studim m\u00eb t\u00eb plot\u00eb, duhet t\u00eb marrim jo 3 vlera, por 10 ose m\u00eb shum\u00eb. <\/p>\n<p>Gjat\u00eb hulumtimit, patjet\u00ebr do t\u00eb zbulohet se modelit duhet t'i shtohen faktor\u00eb t\u00eb tjer\u00eb. P\u00ebr shembull, t\u00eb \u00abtestohen\u00bb lloje t\u00eb ndryshme \u00e7eliku. V\u00ebllimi i llogaritjeve rritet n\u00eb dhjet\u00ebra dhe qindra her\u00eb. <\/p>\n<p>N\u00eb nj\u00eb detyr\u00eb reale, roboti do t\u00eb jet\u00eb n\u00eb gjendje t\u00eb liroj\u00eb shkenc\u00ebtarin p\u00ebr disa dit\u00eb, t\u00eb cilat specialisti do t'i p\u00ebrdor\u00eb p\u00ebr p\u00ebrgatitjen e publikimit, dhe ky \u00ebsht\u00eb treguesi kryesor i aktivitetit t\u00eb shkenc\u00ebtarit. <\/p>\n<h2>CV<\/h2>\n<p>\n\u00abProdukti\u00bb 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 zhvillimi m\u00eb t\u00eb thell\u00eb t\u00eb projektit (m\u00eb shum\u00eb llogaritje, m\u00eb shum\u00eb skenar\u00eb, m\u00eb shum\u00eb variante).<\/p>\n<p>\u00abProdukti\u00bb i shkenc\u00ebtarit \u00ebsht\u00eb ekuacioni, rregullin ose nj\u00eb p\u00ebrshkrim tjet\u00ebr kompakt. Sa m\u00eb i 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 formimin e \u00abushqimit\u00bb informativ p\u00ebr modelet.<\/p>\n<p>Le t\u00eb p\u00ebrmbledhim shembullin ton\u00eb. <\/p>\n<p>Si nj\u00eb model llogarit\u00ebs mund t\u00eb jet\u00eb \u00e7do lloj modeli: modeli i nj\u00eb ure, modeli i nj\u00eb motori, modeli i nj\u00eb sistemi ngrohjeje. Nga specialisti k\u00ebrkohet q\u00eb t\u00eb gjitha komponent\u00ebt e modelit t\u00eb jen\u00eb n\u00eb p\u00ebrputhje t\u00eb sakt\u00eb me nj\u00ebri-tjetrin dhe q\u00eb modeli t\u00eb ofroj\u00eb nj\u00eb grup parametrash ky\u00e7 n\u00eb \"jasht\u00eb\".<\/p>\n<p>Roli i ambientit llogarit\u00ebs luhet nga \u00e7do aplikacion q\u00eb specialisti p\u00ebrdor n\u00eb pun\u00eb. Ansys, Autocad, Solidworks, FlowVision, Dialux, PowerMill, Archicad. Ose ndonj\u00eb program i zhvilluar vet\u00eb, p\u00ebr shembull, nj\u00eb program p\u00ebr zgjedhjen e ventilator\u00ebve n\u00eb fabrik\u00ebn prodhuese (shih Programet e zgjedhjes s\u00eb pajisjeve Systemair). <\/p>\n<p>N\u00eb rolin e burimit t\u00eb t\u00eb dh\u00ebnave shqyrtojm\u00eb si ueb-faqen, si baz\u00ebn e t\u00eb dh\u00ebnave, si flet\u00ebn Excel, ashtu edhe skedarin 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 nj\u00eb d\u00ebrges\u00eb e emaileve.<\/p>\n<p>RPA \u00ebsht\u00eb e aplikueshme kudo ku k\u00ebrkohet analiza inxhinierike. Ja disa fusha:<\/p>\n<ul>\n<li>llogaritjet e q\u00ebndrueshm\u00ebris\u00eb dhe deformimi;<\/li>\n<li>hidro- dhe gazdinamika;<\/li>\n<li>transferi i nxeht\u00ebsis\u00eb;<\/li>\n<li>elektromagnetizmi;<\/li>\n<li>analiza nd\u00ebrdisiplinore;<\/li>\n<li>projektimi prodhues;<\/li>\n<li>programet kontrolluese p\u00ebr CNC (p\u00ebr shembull, nesting);<\/li>\n<li>studime mjek\u00ebsore dhe biologjike;<\/li>\n<li>n\u00eb llogaritjet e sistemeve me feedback ose sistemeve jo stacionare (kur rezultati p\u00ebrfundimtar duhet t\u00eb transferohet n\u00eb t\u00eb dh\u00ebnat fillestare dhe llogaritja t\u00eb p\u00ebrs\u00ebritet).<\/li>\n<\/ul>\n<p>\nSot, zgjidhjet RPA po p\u00ebrdoren aktivisht n\u00eb biznes p\u00ebr automatizimin e proceseve dhe menaxhimin e t\u00eb dh\u00ebnave. N\u00eb rutin\u00ebn e punonj\u00ebsit t\u00eb zyr\u00ebs, inxhinierit dhe shkenc\u00ebtarit ka shum\u00eb ngjashm\u00ebri. Ne kemi treguar se robot\u00ebt jan\u00eb t\u00eb dobish\u00ebm n\u00eb aktivitetin inxhinierik dhe shkencor. <\/p>\n<p>T\u00eb p\u00ebrmbledh\u00ebsh p\u00ebrshtypjet tona.<\/p>\n<ol>\n<li>Universaliteti \u2013 po, RPA \u00ebsht\u00eb nj\u00eb mjet universal.<\/li>\n<li>Thjesht\u00ebsia n\u00eb m\u00ebsim \u2013 po, \u00ebsht\u00eb e leht\u00eb dhe e aksesueshme, por k\u00ebrkon nj\u00eb gjuh\u00eb.<\/li>\n<li>Shpejt\u00ebsia e zhvillimit \u2013 po, algoritmi grumbullohet shpejt, sidomos kur \u2018\u2019merr dor\u00eb\u2019\u2019 duke punuar me regjistruesit.<\/li>\n<li>Zgjidhja nga rutina \u2013 po, \u00ebsht\u00eb me t\u00eb v\u00ebrtet\u00eb n\u00eb gjendje t\u00eb sjell\u00eb dobi n\u00eb detyrat e mas\u00ebs s\u00eb madhe.<\/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. 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T\u00eb z\u00ebvend\u00ebsosh dy-tre vlera n\u00eb formul\u00eb dhe t\u00eb marr\u00ebsh p\u00ebrgjigjen.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/news\/primenenie-rpa-v-nauchnyh-i-inzhenernyh-raschetah","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"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","og:type":"article","og:title":"\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","og:description":"\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? 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