{"id":7110,"date":"2022-09-01T11:45:00","date_gmt":"2022-09-01T11:45:00","guid":{"rendered":"https:\/\/skyplanner.ai\/?page_id=7110"},"modified":"2026-10-10T11:59:03","modified_gmt":"2026-10-10T11:59:03","slug":"mes-sistema-kas-ta-ir-un-ko-ta-dara","status":"publish","type":"post","link":"https:\/\/skyplanner.ai\/lv\/resursi\/mes-sistema-kas-ta-ir-un-ko-ta-dara\/","title":{"rendered":"MES sist\u0113ma \u2013 kas t\u0101 ir un ko t\u0101 dara"},"content":{"rendered":"
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MES sist\u0113ma<\/strong><\/h4>\n\n\n\n

MES un ERP<\/a><\/strong>

MES un ERP integr\u0101cija<\/a><\/strong>

MES iesp\u0113jas<\/strong><\/a>
\u00b7 Ra\u017eo\u0161anas uzraudz\u012bba<\/a>
\u00b7 Kvalit\u0101tes kontrole<\/a>
\u00b7 Kr\u0101jumu optimiz\u0101cija<\/a>
\u00b7 Datu pl\u016bsmu p\u0101rvald\u012bba<\/a>
\u00b7 Ra\u017eo\u0161anas anal\u012btika<\/a>
\u00b7 Ra\u017eo\u0161anas izseko\u0161ana<\/a>

MES risin\u0101jumi<\/a><\/strong>
\u00b7 M\u0101ko\u0146a MES sist\u0113ma<\/a>
\u00b7 Lok\u0101li uzst\u0101d\u012bta MES sist\u0113ma<\/a>
\u00b7 MES sist\u0113ma maziem uz\u0146\u0113mumiem<\/a>
\u00b7 MES sist\u0113ma ar m\u0101ksl\u012bgo intelektu<\/a>
\u00b7 Lielu uz\u0146\u0113mumu MES sist\u0113ma<\/a>
\u00b7 Nozarei piel\u0101gota MES sist\u0113ma<\/a><\/p>\n\n<\/div><\/div>\n\n

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Home<\/a><\/span> \u00bb Resursi<\/a><\/span> \u00bb MES sist\u0113ma \u2013 kas t\u0101 ir un ko t\u0101 dara<\/span><\/span><\/div>\n<\/div><\/div>\n\n
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MES sist\u0113ma \u2013 kas t\u0101 ir un ko t\u0101 dara<\/h1>\n\n<\/div><\/div>\n\n
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<\/path><\/svg><\/span><\/span>Aptuvenais las\u012b\u0161anas laiks: <\/span>13<\/span> minutes<\/span><\/p>\n\n<\/div><\/div>\n\n

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Kad automatiz\u0101cija s\u0101ka non\u0101kt ra\u017eo\u0161an\u0101, rad\u0101s termins Manufacturing Execution System (MES) jeb ra\u017eo\u0161anas izpildes sist\u0113ma. MES bija r\u012bks automatiz\u0113to sist\u0113mu p\u0101rvald\u012bbai, lai ra\u017eotnes darbotos bez trauc\u0113jumiem. To t\u0101 pan\u0101ca, racionaliz\u0113jot procesus, izsekojot tos ra\u017eo\u0161anas gait\u0101 un autom\u0101tiski dokument\u0113jot notikumus.<\/p>\n\n\n\n

Laika gait\u0101 uz\u0146\u0113mumi atrada \u0161im jaunajam r\u012bkam arvien jaunus pielietojumus. Pieaugot piepras\u012bjumam p\u0113c piel\u0101gotiem produktiem, procesiem bija j\u0101darbojas efekt\u012bv\u0101k, un ra\u017eo\u0161anas pl\u0101no\u0161anai<\/a> bija nepiecie\u0161ama optimiz\u0101cija. \u0160im nol\u016bkam MES ir izr\u0101d\u012bjies lielisks r\u012bks.<\/p>\n\n\n\t\t\t\t

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  1. TL;DR \u2013 \u012bsum\u0101<\/a>
  2. Kas ir MES?<\/a>
  3. MES funkcijas<\/a>
  4. MES iesp\u0113jas<\/a>
  5. MES risin\u0101jumi<\/a>
  6. Padomi pareiz\u0101 risin\u0101juma izv\u0113lei<\/a>
  7. MES un ERP<\/a>
  8. MES sist\u0113mas izmanto\u0161anas ieguvumi<\/a>
  9. MES sist\u0113mas n\u0101kotnes pielietojums<\/a>
  10. Paceliet sava uz\u0146\u0113muma procesu vad\u012bbu uz n\u0101kamo l\u012bmeni!<\/a>
  11. Bie\u017e\u0101k uzdotie jaut\u0101jumi<\/a><\/ol>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\n<\/div><\/div>\n\n
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    TL;DR \u2013 \u012bsum\u0101<\/h2>\n\n\n\n

    Ra\u017eo\u0161anas izpildes sist\u0113ma (MES) uzrauga un dokument\u0113 ra\u017eo\u0161anu ceh\u0101, nodro\u0161inot komandai aktu\u0101lu inform\u0101ciju par ra\u017eo\u0161anas uzdevumiem, materi\u0101liem un kvalit\u0101ti. ERP nodro\u0161ina uz\u0146\u0113muma darb\u012bbas pl\u0101no\u0161anu, savuk\u0101rt MES atbalsta ra\u017eo\u0161anas izpildi. ISA-95 nosaka mode\u013cus un terminolo\u0123iju inform\u0101cijas apmai\u0146ai starp ra\u017eo\u0161anas vad\u012bbu un uz\u0146\u0113muma p\u0101r\u0113j\u0101m funkcij\u0101m; tas nav oblig\u0101ts MES funkciju kontrolsaraksts. M\u016bsdienu MES sist\u0113mas pied\u0101v\u0101 t\u0101das iesp\u0113jas k\u0101 ra\u017eo\u0161anas uzraudz\u012bba, kr\u0101jumu uzskaite un ra\u017eo\u0161anas datu anal\u012bze. Savienojot MES ar SkyPlanner APS, iesp\u0113jams sast\u0101d\u012bt ra\u017eo\u0161anas grafiku, balstoties uz ra\u017eo\u0161anas datiem un pl\u0101not\u0101ja noteiktaj\u0101m priorit\u0101t\u0113m.<\/p>\n\n\n\n

    Kas ir MES?<\/h2>\n\n\n
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    Ra\u017eo\u0161anas izpildes sist\u0113ma (MES) ir programmat\u016bra, kas uzrauga, dokument\u0113 un atbalsta ra\u017eo\u0161anas izpildi ceh\u0101. T\u0101 apkopo datus no operatoriem, iek\u0101rt\u0101m un savienotaj\u0101m sist\u0113m\u0101m, lai komanda var\u0113tu sekot ra\u017eo\u0161anas uzdevumu izpildes gaitai, materi\u0101lu pat\u0113ri\u0146am un kvalit\u0101tei.<\/strong><\/p>\n\n<\/div><\/div>\n\n\n

    MES un ERP papildina viena otru. ERP atbalsta uz\u0146\u0113muma procesus, piem\u0113ram, pas\u016bt\u012bjumu p\u0101rvald\u012bbu, iepirkumus un finan\u0161u p\u0101rvald\u012bbu, savuk\u0101rt MES sniedz detaliz\u0113t\u0101ku inform\u0101ciju par ra\u017eo\u0161anas izpildi. Integr\u0101cija \u013cauj ab\u0101m sist\u0113m\u0101m apmain\u012bties ar inform\u0101ciju par ra\u017eo\u0161anas pras\u012bb\u0101m un rezult\u0101tiem.<\/p>\n\n\n\n

    MES ir integr\u0113ta sensoru un programmat\u016bras sist\u0113ma, kas izseko iek\u0101rtas, materi\u0101lus un darbiniekus. T\u0101 nor\u0101da uz \u0161auraj\u0101m viet\u0101m procesos, pal\u012bdz iepriek\u0161 pl\u0101not iek\u0101rtu apkopi un var ar\u012b sniegt piel\u0101gotas instrukcijas darbiniekiem un iek\u0101rt\u0101m atbilsto\u0161i pas\u016bt\u012bjumam. Tas pal\u012bdz uztur\u0113t procesus racion\u0101lus un nodro\u0161ina uzticam\u0101ku pl\u0101no\u0161anu.<\/p>\n\n\n\n

    Kad MES v\u0113l bija att\u012bst\u012bbas s\u0101kumposm\u0101, t\u0101 defin\u012bcija bija visai br\u012bva. MES var\u0113ja nosaukt gandr\u012bz jebkuru procesa izseko\u0161anas, dokument\u0113\u0161anas vai p\u0101rvald\u012bbas metodi. Tas rad\u012bja probl\u0113mas, str\u0101d\u0101jot ar saskarn\u0113m starp MES un cit\u0101m sist\u0113m\u0101m.<\/p>\n\n\n\n

    ISA-95<\/a> nosaka mode\u013cus, terminolo\u0123iju un inform\u0101cijas apmai\u0146u, lai integr\u0113tu ra\u017eo\u0161anas vad\u012bbu ar uz\u0146\u0113muma p\u0101r\u0113j\u0101m funkcij\u0101m. \u0160\u012b integr\u0101cijas joma at\u0161\u0137iras no v\u0113sturiskajiem MES funkciju mode\u013ciem, ko izstr\u0101d\u0101jusi MESA<\/a>. T\u0101l\u0101k sniegts p\u0101rskats par izplat\u012bt\u0101m MES funkcij\u0101m, nevis oblig\u0101to ISA-95 pras\u012bbu saraksts:<\/p>\n\n\n\n

    MES funkcijas<\/h2>\n\n\n\n
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    1. Datu ieg\u016b\u0161ana<\/li>\n\n\n\n
    2. Kvalit\u0101tes kontrole<\/li>\n\n\n\n
    3. Ra\u017eo\u0161anas grafiku sast\u0101d\u012b\u0161ana<\/li>\n\n\n\n
    4. Darb\u012bbas rezult\u0101tu anal\u012bze<\/li>\n\n\n\n
    5. Produktu pl\u016bsma<\/li>\n\n\n\n
    6. Izcelsmes v\u0113sture un izsekojam\u012bba<\/li>\n\n\n\n
    7. Procesu p\u0101rvald\u012bba<\/li>\n\n\n\n
    8. Resursu p\u0101rvald\u012bba<\/li>\n\n\n\n
    9. Person\u0101la p\u0101rvald\u012bba<\/li>\n\n\n\n
    10. Apkopes p\u0101rvald\u012bba<\/li>\n\n\n\n
    11. Dokumentu p\u0101rvald\u012bba<\/li>\n<\/ol>\n\n\n\n

      Konkr\u0113tas MES funkcijas ir atkar\u012bgas no produkta un t\u0101 ievie\u0161anas. Nosakiet, kura sist\u0113ma ir atbild\u012bga par katru uzdevumu un k\u0101 dati tiek nodoti starp MES, ERP un ra\u017eo\u0161anas grafiku sast\u0101d\u012b\u0161anas programmat\u016bru, piem\u0113ram, APS.<\/p>\n\n\n\n

      MES iesp\u0113jas<\/h2>\n\n\n\n

      Iedzi\u013cinoties \u0161aj\u0101 sist\u0113m\u0101, sastopam jaun\u0101ku un interesantu aspektu: MES iesp\u0113jas<\/a>. Lai izprastu \u0161\u012b r\u012bka niances, ir b\u016btiski at\u0161\u0137irt MES funkciju no MES iesp\u0113jas.<\/p>\n\n\n\n

      Vienk\u0101r\u0161i sakot, MES funkcija ir sist\u0113mas pamatdarb\u012bba jeb uzdevums, ko t\u0101 sp\u0113j veikt. \u0160\u012bs funkcijas veido MES sist\u0113mas pamatu. Savuk\u0101rt iesp\u0113jas ir sist\u0113mas konkr\u0113tie r\u012bki vai sp\u0113jas, kas papla\u0161ina t\u0101s funkcion\u0101lo potenci\u0101lu. Izp\u0113tot MES sist\u0113mas, esam izdal\u012bju\u0161i se\u0161as inovat\u012bvas iesp\u0113jas, kas \u012bpa\u0161i izce\u013cas:<\/p>\n\n\n\n

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      1. Ra\u017eo\u0161anas uzraudz\u012bba<\/a><\/strong>: \u0161\u012b iesp\u0113ja nodro\u0161ina ra\u017eo\u0161anas procesa uzraudz\u012bbu re\u0101llaik\u0101, lai viss norit\u0113tu raiti un efekt\u012bvi. Pateicoties tai, ra\u017eo\u0161anas pl\u0101not\u0101ji ieg\u016bst v\u0113rt\u012bgu ieskatu un vajadz\u012bbas gad\u012bjum\u0101 var veikt korekcijas.<\/li>\n\n\n\n
      2. Kvalit\u0101tes kontrole ra\u017eo\u0161an\u0101<\/strong>:<\/a> Pilnv\u0113rt\u012bga MES sist\u0113ma neaprobe\u017eojas ar uzraudz\u012bbu vien \u2014 t\u0101 \u013cauj ar\u012b padzi\u013cin\u0101ti izv\u0113rt\u0113t ra\u017eoto produktu kvalit\u0101ti. Sist\u0113ma re\u0123istr\u0113 kvalit\u0101tes p\u0101rbaudes un nor\u0101da uz novirz\u0113m, lai komanda var\u0113tu r\u012bkoties atbilsto\u0161i noteiktajiem standartiem.<\/li>\n\n\n\n
      3. Kr\u0101jumu optimiz\u0101cija<\/a><\/strong>: L\u012bdztekus pa\u0161ai ra\u017eo\u0161anai b\u016btiska noz\u012bme ir ar\u012b kr\u0101jumu p\u0101rvald\u012bbai. MES sist\u0113mas uzskaita materi\u0101lu kust\u012bbu un pat\u0113ri\u0146u, pal\u012bdzot komandai konstat\u0113t materi\u0101lu tr\u016bkumu un liekos kr\u0101jumus.<\/li>\n\n\n\n
      4. Datu pl\u016bsmu p\u0101rvald\u012bba<\/a><\/strong>: digitaliz\u0113taj\u0101 laikmet\u0101 dati ir vissvar\u012bg\u0101kais, t\u0101p\u0113c to pl\u016bsmas p\u0101rvald\u012bba k\u013c\u016bst iz\u0161\u0137iro\u0161a. MES sist\u0113ma ar \u0161o iesp\u0113ju nodro\u0161ina netrauc\u0113tu datu p\u0101rvieto\u0161anu, glab\u0101\u0161anu un piek\u013cuvi, un l\u0113mumu pie\u0146em\u0161ana k\u013c\u016bst vienk\u0101r\u0161\u0101ka.<\/li>\n\n\n\n
      5. Ra\u017eo\u0161anas anal\u012btika<\/a><\/strong>: iedzi\u013cinoties datos, MES sist\u0113mas var ieg\u016bt svar\u012bgu anal\u012btiku. T\u0101 pal\u012bdz ra\u017eo\u0161anas pl\u0101not\u0101jiem saskat\u012bt likumsakar\u012bbas, prognoz\u0113t tendences un pie\u0146emt pamatotus l\u0113mumus.<\/li>\n\n\n\n
      6. Ra\u017eo\u0161anas izseko\u0161ana<\/a><\/strong>: visbeidzot, bet ne maz\u0101k svar\u012bgi \u2013 ra\u017eo\u0161anas izseko\u0161ana ir \u012bsts d\u0101rgakmens. T\u0101 sniedz skaidru priek\u0161statu, kur\u0101 ra\u017eo\u0161anas l\u012bnijas posm\u0101 atrodas katrs produkts, un t\u0101d\u0113j\u0101di paver ce\u013cu lab\u0101kai resursu sadalei un efektivit\u0101tei.<\/li>\n<\/ol>\n\n\n\n

        Apl\u016bkosim vienu no \u0161\u012bm iesp\u0113j\u0101m, lai to lab\u0101k izprastu. Ra\u017eo\u0161anas uzraudz\u012bba sniedz vispus\u012bgu p\u0101rskatu par ra\u017eo\u0161anas procesu. Iedom\u0101jieties to k\u0101 modru sargu: \u0161\u012b iesp\u0113ja akt\u012bvi atkl\u0101j novirzes, iesp\u0113jamu neefektivit\u0101ti un sist\u0113mas atteices paz\u012bmes. <\/p>\n\n\n\n

        Sniedzot piln\u012bgi aktu\u0101lus datus, ra\u017eo\u0161anas uzraudz\u012bba nodro\u0161ina, ka ra\u017eo\u0161anas pl\u0101not\u0101ji vienm\u0113r ir inform\u0113ti un var r\u012bkoties nekav\u0113joties, k\u0101 ar\u012b vajadz\u012bbas gad\u012bjum\u0101 uzlabot procesus.

        MES sist\u0113mu pasaule turpina att\u012bst\u012bties, pied\u0101v\u0101jot arvien sare\u017e\u0123\u012bt\u0101kus r\u012bkus un iesp\u0113jas. Sekojot jaunumiem un b\u016bdami inform\u0113ti, ra\u017eo\u0161anas pl\u0101not\u0101ji var izmantot \u0161o sist\u0113mu pilnu potenci\u0101lu un virz\u012bt savu darb\u012bbu uz gai\u0161\u0101ku r\u012btdienu.<\/p>\n\n\n

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        \"SkyPlanner<\/figure>\n\n<\/div><\/div><\/div>\n\n
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        Progres\u012bv\u0101 ra\u017eo\u0161anas pl\u0101no\u0161ana ar m\u0101ksl\u012bgo intelektu – SkyPlanner APS<\/h4>\n\n\n\n

        Uzziniet vair\u0101k par m\u016bsu pieeju ra\u017eo\u0161anas pl\u0101no\u0161anai un optimiz\u0101cijai, izmantojot m\u0101ksl\u012bg\u0101 intelekta iesp\u0113jas.<\/p>\n\n\n

        \n\nRa\u017eo\u0161anas pl\u0101no\u0161ana ar m\u0101ksl\u012bgo intelektu<\/a>\n\n<\/div>\n<\/div><\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n
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        MES risin\u0101jumi<\/h2>\n\n\n\n

        Pla\u0161aj\u0101 MES sist\u0113mu jom\u0101 da\u017e\u0101di MES risin\u0101jumi <\/a>ir gatavi risin\u0101t at\u0161\u0137ir\u012bgus darb\u012bbas izaicin\u0101jumus. Katram ir sava unik\u0101l\u0101 v\u0113rt\u012bba \u2013 no m\u0101ko\u0146sist\u0113mu racionaliz\u0113taj\u0101m iesp\u0113j\u0101m l\u012bdz nozarei piel\u0101gotas MES specializ\u0113tajam pied\u0101v\u0101jumam. Apl\u016bkosim \u0161\u012bs iesp\u0113jas kop\u0101 un noskaidrosim, k\u0101 katra var vislab\u0101k atbalst\u012bt un uzlabot j\u016bsu uz\u0146\u0113muma konkr\u0113t\u0101s ra\u017eo\u0161anas vajadz\u012bbas.<\/p>\n\n\n\n

          \n
        1. M\u0101ko\u0146a MES sist\u0113ma<\/a><\/strong>: darbojas m\u0101kon\u012b, t\u0101p\u0113c tai var piek\u013c\u016bt no jebkuras vietas ar interneta savienojumu. T\u0101 pied\u0101v\u0101 elast\u012bbu un bie\u017ei prasa maz\u0101kus s\u0101kotn\u0113jos izdevumus. Tom\u0113r t\u0101 ir atkar\u012bga no stabila interneta savienojuma.<\/li>\n\n\n\n
        2. Lok\u0101li uzst\u0101d\u012bta MES sist\u0113ma<\/a><\/strong>: \u0161\u012b sist\u0113ma tiek uzst\u0101d\u012bta j\u016bsu uz\u0146\u0113muma aparat\u016br\u0101 un serveros. Lai gan var b\u016bt nepiecie\u0161ams liel\u0101ks s\u0101kotn\u0113jais ieguld\u012bjums, t\u0101 var nodro\u0161in\u0101t liel\u0101ku datu kontroli, un to var piel\u0101got j\u016bsu uz\u0146\u0113muma vajadz\u012bb\u0101m.<\/li>\n\n\n\n
        3. MES sist\u0113ma maziem uz\u0146\u0113mumiem<\/a><\/strong>: \u0161\u012bs sist\u0113mas ir \u012bpa\u0161i piel\u0101gotas maz\u0101k\u0101m darb\u012bb\u0101m, un t\u0101s parasti ir vienk\u0101r\u0161\u0101kas un izmaksu zi\u0146\u0101 efekt\u012bv\u0101kas. T\u0101s koncentr\u0113jas uz b\u016btiskaj\u0101m iesp\u0113j\u0101m, kas vajadz\u012bgas nelielam uz\u0146\u0113mumam, nenoslogojot to ar sare\u017e\u0123\u012bt\u0101m funkcij\u0101m.<\/li>\n\n\n\n
        4. MES sist\u0113ma ar m\u0101ksl\u012bgo intelektu<\/a><\/strong>: izmantojot m\u0101ksl\u012bgo intelektu, \u0161\u012bs sist\u0113mas var prognoz\u0113t tendences, automatiz\u0113t uzdevumus un optimiz\u0113t procesus. T\u0101 ir lieliska izv\u0113le uz\u0146\u0113mumiem, kas v\u0113las b\u016bt inov\u0101ciju priek\u0161gal\u0101.<\/li>\n\n\n\n
        5. Lielu uz\u0146\u0113mumu MES sist\u0113ma<\/a><\/strong>: paredz\u0113ts lieliem uz\u0146\u0113mumiem ar sare\u017e\u0123\u012bt\u0101m vajadz\u012bb\u0101m \u2013 \u0161is risin\u0101jums pied\u0101v\u0101 pla\u0161as iesp\u0113jas, sp\u0113j apstr\u0101d\u0101t lielus datu apjomus un nevainojami integr\u0113jas ar cit\u0101m uz\u0146\u0113muma sist\u0113m\u0101m.<\/li>\n\n\n\n
        6. Nozarei piel\u0101gota MES sist\u0113ma<\/a><\/strong>: \u0161\u012bs sist\u0113mas ir piel\u0101gotas konkr\u0113t\u0101m nozar\u0113m, piem\u0113ram, farm\u0101cijai vai autob\u016bvei. T\u0101m jau komplekt\u0101 ir \u0161\u012bm nozar\u0113m rakstur\u012bgi r\u012bki un iesp\u0113jas.<\/li>\n<\/ol>\n\n\n\n

          Uz\u0146\u0113mumam piem\u0113rota MES risin\u0101juma izv\u0113le var b\u016bt iz\u0161\u0137iro\u0161a ra\u017eo\u0161anas procesa efektivit\u0101tei un pan\u0101kumiem.<\/p>\n\n\n\n

          Padomi pareiz\u0101 risin\u0101juma izv\u0113lei<\/h2>\n\n\n\n

          Izv\u0113l\u0113ties lab\u0101ko no \u0161\u012b daudzveid\u012bg\u0101 MES sist\u0113mu kl\u0101sta s\u0101kum\u0101 var \u0161\u0137ist bied\u0113jo\u0161i. Svar\u012bgi, lai izv\u0113l\u0113t\u0101 sist\u0113ma atbilstu j\u016bsu uz\u0146\u0113muma konkr\u0113taj\u0101m darb\u012bbas vajadz\u012bb\u0101m un n\u0101kotnes m\u0113r\u0137iem. Lai pal\u012bdz\u0113tu pie\u0146emt \u0161o b\u016btisko l\u0113mumu, \u0161eit ir da\u017ei v\u0113rt\u012bgi padomi:<\/p>\n\n\n\n