{"id":9922,"date":"2025-04-10T15:24:01","date_gmt":"2025-04-10T13:24:01","guid":{"rendered":"https:\/\/softinery.com\/pl\/?page_id=9922"},"modified":"2025-04-10T15:33:51","modified_gmt":"2025-04-10T13:33:51","slug":"scada-system-do-kontroli-i-sterowania-procesow-przemyslowych","status":"publish","type":"page","link":"https:\/\/softinery.com\/pl\/scada-system-do-kontroli-i-sterowania-procesow-przemyslowych\/","title":{"rendered":"SCADA \u2013 system do kontroli i sterowania proces\u00f3w przemys\u0142owych"},"content":{"rendered":"\n<p>Systemy SCADA (ang. <em>Supervisory Control and Data Acquisition<\/em>) od lat wspieraj\u0105 przemys\u0142owc\u00f3w w nadzorowaniu i sterowaniu procesami produkcyjnymi. Coraz cz\u0119\u015bciej pojawiaj\u0105 si\u0119 te\u017c nowoczesne, webowe i elastyczne rozwi\u0105zania SCADA, kt\u00f3re \u0142\u0105cz\u0105 w sobie szybki dost\u0119p do danych, zaawansowane mo\u017cliwo\u015bci analityczne i wygodny interfejs. W tym artykule wyja\u015bniamy, czym jest SCADA, jak dzia\u0142a i dlaczego jest tak wa\u017cna w bran\u017cy przemys\u0142owej.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Co to jest SCADA?<\/h2>\n\n\n\n<p>SCADA to oprogramowanie (i towarzysz\u0105ca mu infrastruktura), kt\u00f3re:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Zbiera dane z urz\u0105dze\u0144 i czujnik\u00f3w (np. z PLC, sterownik\u00f3w, uk\u0142ad\u00f3w pomiarowych).<\/li>\n\n\n\n<li>Centralizuje te dane w jednym systemie, gdzie mo\u017cna je <strong>monitorowa\u0107 i archiwizowa\u0107<\/strong>.<\/li>\n\n\n\n<li>Pozwala operatorowi na <strong>sterowanie<\/strong> urz\u0105dzeniami i reagowanie na niepo\u017c\u0105dane sytuacje (alarmy, awarie).<\/li>\n\n\n\n<li>U\u0142atwia <strong>analiz\u0119 i raportowanie<\/strong> \u2013 dzi\u0119ki czemu mo\u017cna szybciej podejmowa\u0107 trafne decyzje.<\/li>\n<\/ol>\n\n\n\n<p>Najcz\u0119\u015bciej SCADA dzia\u0142a w \u015brodowiskach przemys\u0142owych \u2013 <strong>od linii produkcyjnych<\/strong>, przez <strong>zak\u0142ady energetyczne<\/strong>, a\u017c po <strong>systemy wodoci\u0105gowe i oczyszczalnie \u015bciek\u00f3w<\/strong>. Wraz z rosn\u0105c\u0105 rol\u0105 danych w procesach, systemy SCADA coraz cz\u0119\u015bciej wdra\u017cane s\u0105 tak\u017ce w bran\u017cy biotechnologicznej i laboratoriach R&amp;D.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Jak dzia\u0142a system SCADA?<\/h2>\n\n\n\n<p><strong>Na schemacie przedstawiono uproszczon\u0105 architektur\u0119 systemu SCADA<\/strong>, z uwzgl\u0119dnieniem g\u0142\u00f3wnych komponent\u00f3w.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"555\" src=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-1024x555.webp\" alt=\"SCADA - schemat\" class=\"wp-image-9923\" style=\"width:600px\" srcset=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-1024x555.webp 1024w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-300x163.webp 300w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-768x416.webp 768w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-1536x832.webp 1536w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada.webp 1644w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Zasada dzia\u0142ania systemu SCADA<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Poni\u017cej znajdziesz opis kluczowych komponent\u00f3w i ich roli w ca\u0142ym systemie.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Urz\u0105dzenia i czujniki<\/strong><br>Na ich poziomie odbywa si\u0119 pomiar kluczowych parametr\u00f3w procesu (np. temperatury, ci\u015bnienia, przep\u0142ywu). Dane przesy\u0142ane s\u0105 do sterownik\u00f3w PLC lub komputer\u00f3w przemys\u0142owych (tzw. <em>edge devices<\/em>).<\/li>\n\n\n\n<li><strong>Komunikacja<\/strong><br>Typowe protoko\u0142y w SCADA to m.in. <a href=\"https:\/\/softinery.com\/pl\/co-to-jest-modbus\/\">Modbus<\/a>, OPC UA czy MQTT. System odczytuje dane z PLC i mo\u017ce te\u017c wysy\u0142a\u0107 komendy steruj\u0105ce (np. zmiana ustawie\u0144).<\/li>\n\n\n\n<li><strong>Serwer\/centralna baza danych<\/strong><br>Tu dane s\u0105 gromadzone, przetwarzane i przechowywane (np. w InfluxDB, PostgreSQL). W tradycyjnych rozwi\u0105zaniach SCADA cz\u0119sto mamy do czynienia z zamkni\u0119tym ekosystemem, natomiast nowoczesne rozwi\u0105zania pozwalaj\u0105 korzysta\u0107 z otwartego oprogramowania open-source.<\/li>\n\n\n\n<li><strong>Interfejs operatorski (HMI)<\/strong><br>Jego zadaniem jest udost\u0119pnienie operatorom czytelnych dashboard\u00f3w, alarm\u00f3w i raport\u00f3w. W klasycznych systemach HMI uruchamiano g\u0142\u00f3wnie na stacjach roboczych; w nowoczesnych aplikacjach SCADA interfejs dost\u0119pny jest w przegl\u0105darce lub na urz\u0105dzeniach mobilnych.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Zalety nowoczesnego systemu SCADA<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Bie\u017c\u0105cy podgl\u0105d proces\u00f3w<\/strong><br>Dzi\u0119ki graficznym wizualizacjom i panelom sterowania, operator natychmiast zauwa\u017ca nieprawid\u0142owo\u015bci i mo\u017ce szybko reagowa\u0107.<\/li>\n\n\n\n<li><strong>Analityka i optymalizacja<\/strong><br>Systemy SCADA coraz cz\u0119\u015bciej integruj\u0105 si\u0119 z modu\u0142ami uczenia maszynowego i zaawansowanej analityki, co pozwala na <a href=\"https:\/\/softinery.com\/pl\/model-predykcyjny-czym-jest-i-wykorzystac-go-w-przemysle\/\">predykcj\u0119 awarii<\/a>, efektywniejsze zarz\u0105dzanie zasobami i optymalizacj\u0119 koszt\u00f3w.<\/li>\n\n\n\n<li><strong>Skalowalno\u015b\u0107 i elastyczno\u015b\u0107<\/strong><br>SCADA w wersji webowej mo\u017cna uruchomi\u0107 w chmurze lub lokalnie, bez ogranicze\u0144 zwi\u0105zanych z ilo\u015bci\u0105 danych procesowych czy liczby u\u017cytkownik\u00f3w.<\/li>\n\n\n\n<li><strong>Bezpiecze\u0144stwo i \u0142atwa konserwacja<\/strong><br>Nowoczesne SCADA opieraj\u0105 si\u0119 na architekturze <em>client-server<\/em> i wykorzystuj\u0105 sprawdzone protoko\u0142y szyfrowania (TLS, VPN), co znacz\u0105co u\u0142atwia ochron\u0119 i utrzymanie systemu.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Zastosowania systemu SCADA w przemy\u015ble<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Linie produkcyjne<\/strong> \u2013 monitorowanie jako\u015bci, wydajno\u015bci, zu\u017cycia surowc\u00f3w.<\/li>\n\n\n\n<li><strong>Energetyka<\/strong> \u2013 nadz\u00f3r nad turbinami, sieci\u0105 przesy\u0142ow\u0105, systemami kogeneracji.<\/li>\n\n\n\n<li><strong>Wodoci\u0105gi i oczyszczalnie \u015bciek\u00f3w<\/strong> \u2013 zdalny monitoring przep\u0142yw\u00f3w i jako\u015bci wody.<\/li>\n\n\n\n<li><strong>Farmacja, biotechnologia<\/strong> \u2013 kontrola parametr\u00f3w w reaktorach, fermentorach, laboratoriach.<\/li>\n\n\n\n<li><strong>Transport i logistyka<\/strong> \u2013 nadz\u00f3r magazyn\u00f3w automatycznych, ta\u015bmoci\u0105g\u00f3w, system\u00f3w sortuj\u0105cych.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_c3216c-38, .wp-block-kadence-advancedheading.kt-adv-heading9922_c3216c-38[data-kb-block=\"kb-adv-heading9922_c3216c-38\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9922_c3216c-38 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_c3216c-38[data-kb-block=\"kb-adv-heading9922_c3216c-38\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_c3216c-38 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_c3216c-38[data-kb-block=\"kb-adv-heading9922_c3216c-38\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9922_c3216c-38 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9922_c3216c-38\"><strong>Korzy\u015bci z wdro\u017cenia systemu SCADA<\/strong><\/h2>\n\n\n\n<p>Wdro\u017cenie systemu SCADA (Supervisory Control and Data Acquisition) mo\u017ce przynie\u015b\u0107 firmom ogromne korzy\u015bci, zar\u00f3wno w zakresie efektywno\u015bci, jak i bezpiecze\u0144stwa. Dzi\u0119ki zaawansowanym funkcjom monitorowania i sterowania, systemy SCADA pozwalaj\u0105 na optymalizacj\u0119 proces\u00f3w, zmniejszenie ryzyka awarii oraz popraw\u0119 jako\u015bci produkcji.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_c3b24c-cb, .wp-block-kadence-advancedheading.kt-adv-heading9922_c3b24c-cb[data-kb-block=\"kb-adv-heading9922_c3b24c-cb\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9922_c3b24c-cb mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_c3b24c-cb[data-kb-block=\"kb-adv-heading9922_c3b24c-cb\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_c3b24c-cb img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_c3b24c-cb[data-kb-block=\"kb-adv-heading9922_c3b24c-cb\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading9922_c3b24c-cb wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9922_c3b24c-cb\"><strong>Redukcja przestoj\u00f3w i lepsza kontrola produkcji<\/strong><\/h3>\n\n\n\n<p>Jedn\u0105 z g\u0142\u00f3wnych korzy\u015bci systemu SCADA jest mo\u017cliwo\u015b\u0107 ci\u0105g\u0142ego monitorowania wszystkich element\u00f3w produkcji w czasie rzeczywistym. Dzi\u0119ki temu operatorzy maj\u0105 pe\u0142n\u0105 kontrol\u0119 nad procesami, co pozwala na szybkie wykrycie nieprawid\u0142owo\u015bci i natychmiastow\u0105 reakcj\u0119. Zwi\u0119kszona automatyzacja proces\u00f3w oraz natychmiastowe alerty o awariach znacz\u0105co redukuj\u0105 ryzyko przestoj\u00f3w, co prowadzi do oszcz\u0119dno\u015bci w czasie i kosztach.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_a65e47-02, .wp-block-kadence-advancedheading.kt-adv-heading9922_a65e47-02[data-kb-block=\"kb-adv-heading9922_a65e47-02\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9922_a65e47-02 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_a65e47-02[data-kb-block=\"kb-adv-heading9922_a65e47-02\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_a65e47-02 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_a65e47-02[data-kb-block=\"kb-adv-heading9922_a65e47-02\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading9922_a65e47-02 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9922_a65e47-02\"><strong>Szybsze podejmowanie decyzji dzi\u0119ki danym<\/strong><\/h3>\n\n\n\n<p>Systemy SCADA umo\u017cliwiaj\u0105 zbieranie i analizowanie ogromnych ilo\u015bci danych w czasie rzeczywistym. Dzi\u0119ki tym informacjom mened\u017cerowie i in\u017cynierowie mog\u0105 podejmowa\u0107 bardziej \u015bwiadome decyzje, oparte na dok\u0142adnych danych z ca\u0142ego zak\u0142adu produkcyjnego. Automatyczne raporty oraz analiza trend\u00f3w pozwalaj\u0105 na szybsze identyfikowanie potencjalnych problem\u00f3w i optymalizowanie proces\u00f3w, co zwi\u0119ksza wydajno\u015b\u0107 oraz zmniejsza koszty operacyjne.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Nasz system monitoringu danych procesowych<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"620\" src=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1-1024x620.webp\" alt=\"\" class=\"wp-image-9932\" style=\"width:500px\" srcset=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1-1024x620.webp 1024w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1-300x182.webp 300w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1-768x465.webp 768w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1-1536x930.webp 1536w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1-2048x1240.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">System monitorignu danych procesowych Softinery<\/figcaption><\/figure>\n<\/div>\n\n\n<p>W naszym rozwi\u0105zaniu stawiamy na nowoczesne i elastyczne technologie:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Protok\u00f3\u0142 komunikacji: Modbus (TCP\/RTU), MQTT, OPC UA (je\u015bli klient tego potrzebuje).<\/li>\n\n\n\n<li>Broker danych: np. RabbitMQ, kt\u00f3ry pozwala obs\u0142ugiwa\u0107 tysi\u0105ce komunikat\u00f3w na sekund\u0119.<\/li>\n\n\n\n<li>Baza danych: InfluxDB do przechowywania serii czasowych lub PostgreSQL do analizy biznesowej.<\/li>\n\n\n\n<li>Warstwa aplikacyjna (backend): oparta g\u0142\u00f3wnie na Pythonie \u2013 umo\u017cliwia to \u0142atw\u0105 integracj\u0119 z modu\u0142ami uczenia maszynowego i narz\u0119dziami do analizy danych.<\/li>\n\n\n\n<li>Interfejs operatora (frontend): tworzony w Flutterze, co sprawia, \u017ce jest on wyj\u0105tkowo responsywny, intuicyjny i sp\u00f3jny na r\u00f3\u017cnych urz\u0105dzeniach (komputery, tablety, smartfony).<\/li>\n<\/ul>\n\n\n\n<p><strong>Dlaczego nasz system dzia\u0142a?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Skalowalno\u015b\u0107 \u2013 mo\u017cna zacz\u0105\u0107 od niewielkiej liczby czujnik\u00f3w i stopniowo rozbudowywa\u0107 instalacj\u0119.<\/li>\n\n\n\n<li>Elastyczno\u015b\u0107 \u2013 \u0142atwo doda\u0107 nowe algorytmy, np. przewidywanie awarii, analiz\u0119 wibracji czy rozpoznawanie obrazu.<\/li>\n\n\n\n<li>Szybko\u015b\u0107 wdro\u017cenia \u2013 dzi\u0119ki wykorzystaniu sprawdzonych rozwi\u0105za\u0144 open-source mo\u017cemy skoncentrowa\u0107 si\u0119 na rzeczywistych potrzebach danej bran\u017cy, a nie na licencyjnych ograniczeniach.<\/li>\n<\/ol>\n\n\n\n<p><strong>Chcesz dowiedzie\u0107 si\u0119 wi\u0119cej?<\/strong><\/p>\n\n\n\n<p>Zach\u0119camy do kontaktu, je\u015bli chcesz pozna\u0107 pe\u0142en potencja\u0142 systemu SCADA dla Twojej firmy. Nasi eksperci ch\u0119tnie odpowiedz\u0105 na wszystkie pytania, pomog\u0105 w doborze najlepszych rozwi\u0105za\u0144 i wespr\u0105 Ci\u0119 na ka\u017cdym etapie wdro\u017cenia. Skontaktuj si\u0119 z nami, aby um\u00f3wi\u0107 si\u0119 na bezp\u0142atn\u0105 konsultacj\u0119 lub demo systemu!<\/p>\n\n\n\n<div class=\"forminator-guttenberg\"><div class=\"forminator-ui forminator-custom-form forminator-custom-form-3493 forminator-design--default  forminator_ajax\" data-forminator-render=\"0\" data-form=\"forminator-module-3493\" data-uid=\"6acec9cfb7ac6\"><br\/><\/div><form\n\t\t\t\tid=\"forminator-module-3493\"\n\t\t\t\tclass=\"forminator-ui forminator-custom-form forminator-custom-form-3493 forminator-design--default  forminator_ajax\"\n\t\t\t\tmethod=\"post\"\n\t\t\t\tdata-forminator-render=\"0\"\n\t\t\t\tdata-form-id=\"3493\"\n\t\t\t\t data-color-option=\"default\" data-design=\"default\" data-grid=\"open\" style=\"display: none;\"\n\t\t\t\tdata-uid=\"6acec9cfb7ac6\"\n\t\t\t><div role=\"alert\" aria-live=\"polite\" class=\"forminator-response-message forminator-error\" aria-hidden=\"true\"><\/div><div class=\"forminator-row\"><div id=\"name-1\" class=\"forminator-field-name forminator-col forminator-col-12 \"><div class=\"forminator-field\"><label for=\"forminator-field-name-1_6acec9cfb7ac6\" id=\"forminator-field-name-1_6acec9cfb7ac6-label\" class=\"forminator-label\">Imi\u0119 <span class=\"forminator-required\">*<\/span><\/label><input type=\"text\" name=\"name-1\" value=\"\" placeholder=\"\" id=\"forminator-field-name-1_6acec9cfb7ac6\" class=\"forminator-input forminator-name--field\" aria-required=\"true\" autocomplete=\"name\" \/><\/div><\/div><\/div><div class=\"forminator-row\"><div id=\"email-1\" class=\"forminator-field-email forminator-col forminator-col-12 \"><div class=\"forminator-field\"><label for=\"forminator-field-email-1_6acec9cfb7ac6\" id=\"forminator-field-email-1_6acec9cfb7ac6-label\" class=\"forminator-label\">Adres e-mail <span class=\"forminator-required\">*<\/span><\/label><input type=\"email\" name=\"email-1\" value=\"\" placeholder=\"\" id=\"forminator-field-email-1_6acec9cfb7ac6\" class=\"forminator-input forminator-email--field\" data-required=\"true\" aria-required=\"true\" autocomplete=\"email\" \/><\/div><\/div><\/div><div class=\"forminator-row\"><div id=\"phone-1\" class=\"forminator-field-phone forminator-col forminator-col-12 \"><div class=\"forminator-field\"><label for=\"forminator-field-phone-1_6acec9cfb7ac6\" id=\"forminator-field-phone-1_6acec9cfb7ac6-label\" class=\"forminator-label\">Numer telefonu<\/label><input type=\"text\" name=\"phone-1\" value=\"\" placeholder=\"\" id=\"forminator-field-phone-1_6acec9cfb7ac6\" class=\"forminator-input forminator-field--phone\" data-required=\"\" aria-required=\"false\" autocomplete=\"off\" \/><\/div><\/div><\/div><div class=\"forminator-row\"><div id=\"textarea-1\" class=\"forminator-field-textarea forminator-col forminator-col-12 \"><div class=\"forminator-field\"><label for=\"forminator-field-textarea-1_6acec9cfb7ac6\" id=\"forminator-field-textarea-1_6acec9cfb7ac6-label\" class=\"forminator-label\">Wiadomo\u015b\u0107<\/label><textarea name=\"textarea-1\" placeholder=\"\" id=\"forminator-field-textarea-1_6acec9cfb7ac6\" class=\"forminator-textarea\" rows=\"6\" style=\"min-height:140px;\" maxlength=\"300\" ><\/textarea><span id=\"forminator-field-textarea-1_6acec9cfb7ac6-description\" class=\"forminator-description\"><span data-limit=\"300\" data-type=\"characters\" data-editor=\"\">0 \/ 300<\/span><\/span><\/div><\/div><\/div><div class=\"forminator-row\"><div id=\"consent-1\" class=\"forminator-field-consent forminator-col forminator-col-12 \"><div class=\"forminator-field\"><label for=\"forminator-field-consent-1_6acec9cfb7ac6\" id=\"forminator-field-consent-1_6acec9cfb7ac6-label\" class=\"forminator-label\">Polityka prywatno\u015bci <span class=\"forminator-required\">*<\/span><\/label><div class=\"forminator-checkbox__wrapper\"><label id=\"forminator-field-consent-1_6acec9cfb7ac6__label\" class=\"forminator-checkbox forminator-consent\" aria-labelledby=\"forminator-field-consent-1_6acec9cfb7ac6-label\"><input type=\"checkbox\" name=\"consent-1\" id=\"forminator-field-consent-1_6acec9cfb7ac6\" value=\"checked\" aria-labelledby=\"forminator-field-consent-1_6acec9cfb7ac6-label\" aria-describedby=\"forminator-field-consent-1_6acec9cfb7ac6__description\" data-required=\"true\" aria-required=\"true\" \/><span class=\"forminator-checkbox-box\" aria-hidden=\"true\"><\/span><\/label><div id=\"forminator-field-consent-1_6acec9cfb7ac6__description\" class=\"forminator-checkbox__label forminator-consent__label\"><p>Wyra\u017cam zgod\u0119 na przetwarzanie moich danych osobowych w powy\u017cszym zakresie przez Softinery z siedzib\u0105 w Krakowie, zgodnie z rozporz\u0105dzeniem Parlamentu Europejskiego i Rady (UE) 2016\/679 Z 27.4.2016 r. w sprawie ochrony os\u00f3b fizycznych w zwi\u0105zku z przetwarzaniem danych osobowych i w sprawie swobodnego przep\u0142ywu takich danych oraz uchylenia dyrektywy 95\/46\/WE (Dz. Urz. UE L z 2016 r. Nr 119, s.1), w celu uzyskania odpowiedzi na zapytanie, jednocze\u015bnie akceptuj\u0119 warunki <a href=\"https:\/\/softinery.com\/pl\/polityka-prywatnosci\/\">Polityki Prywatno\u015bci<\/a>.<\/p><\/div><\/div><\/div><\/div><\/div><div class=\"forminator-row\" style=\"margin: 0;\"><div id=\"captcha-1\" class=\"forminator-field-captcha  forminator-col-12 \"><div class=\"forminator-captcha-left forminator-g-recaptcha recaptcha-invisible\" data-theme=\"light\" data-badge=\"bottomright\" data-sitekey=\"6Le52hYpAAAAAEvsmndVOtg1U7XqMBHkWPu39dMM\" data-size=\"invisible\"><\/div> <\/div><\/div><input type=\"hidden\" name=\"referer_url\" value=\"\" \/><div class=\"forminator-row forminator-row-last\"><div class=\"forminator-col\"><div class=\"forminator-field\"><button class=\"forminator-button forminator-button-submit\">Wy\u015blij wiadomo\u015b\u0107<\/button><\/div><\/div><\/div><input type=\"hidden\" id=\"forminator_nonce\" name=\"forminator_nonce\" value=\"300488b3c9\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/pl\/wp-json\/wp\/v2\/pages\/9922\" \/><input type=\"hidden\" name=\"form_id\" value=\"3493\"><input type=\"hidden\" name=\"page_id\" value=\"9922\"><input type=\"hidden\" name=\"form_type\" value=\"default\"><input type=\"hidden\" name=\"current_url\" value=\"https:\/\/softinery.com\/pl\/scada-system-do-kontroli-i-sterowania-procesow-przemyslowych\/\"><input type=\"hidden\" name=\"render_id\" value=\"0\"><input type=\"hidden\" name=\"action\" value=\"forminator_submit_form_custom-forms\"><\/form><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Podsumowanie<\/h2>\n\n\n\n<p>System SCADA to serce monitorowania i sterowania procesami przemys\u0142owymi \u2013 od automatyki linii produkcyjnych, przez instalacje energetyczne, po bran\u017c\u0119 wodoci\u0105gow\u0105 i biotechnologi\u0119. W erze cyfryzacji coraz wi\u0119cej firm szuka rozwi\u0105za\u0144, kt\u00f3re pozwol\u0105 im szybko reagowa\u0107, optymalizowa\u0107 koszty i wykorzysta\u0107 potencja\u0142 danych.<\/p>\n\n\n\n<p>Nasza propozycja to lekkie, webowe i modularne systemy SCADA, kt\u00f3re mo\u017cna skalowa\u0107 i dostosowywa\u0107 do r\u00f3\u017cnych potrzeb bran\u017cowych. Je\u015bli szukasz elastycznego rozwi\u0105zania SCADA \u2013 zapraszamy do kontaktu i um\u00f3wienia si\u0119 na bezp\u0142atn\u0105 konsultacj\u0119!<\/p>\n\n\n\n<!--noyarpp-->\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_7daa15-f3, .wp-block-kadence-advancedheading.kt-adv-heading9922_7daa15-f3[data-kb-block=\"kb-adv-heading9922_7daa15-f3\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9922_7daa15-f3 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_7daa15-f3[data-kb-block=\"kb-adv-heading9922_7daa15-f3\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_7daa15-f3 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_7daa15-f3[data-kb-block=\"kb-adv-heading9922_7daa15-f3\"] 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(max-width: 767px){.kb-row-layout-id9922_850e0f-6a > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9922_850e0f-6a alignfull has-theme-palette9-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top kb-theme-content-width\">\n<style>.kadence-column9922_535fd6-0c > .kt-inside-inner-col,.kadence-column9922_535fd6-0c > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9922_535fd6-0c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9922_535fd6-0c > .kt-inside-inner-col{flex-direction:column;}.kadence-column9922_535fd6-0c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9922_535fd6-0c > 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6.5rem);}.kb-row-layout-id9922_dbfb98-f9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9922_dbfb98-f9 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id9922_dbfb98-f9 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9922_dbfb98-f9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id9922_dbfb98-f9 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id9922_dbfb98-f9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9922_dbfb98-f9 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9922_dbfb98-f9 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9922_e67e98-77 > .kt-inside-inner-col,.kadence-column9922_e67e98-77 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9922_e67e98-77 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9922_e67e98-77 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9922_e67e98-77 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9922_e67e98-77 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9922_e67e98-77 a{color:var(--global-palette3, #1A202C);}.kadence-column9922_e67e98-77 a:hover{color:var(--global-palette4, #2D3748);}.kadence-column9922_e67e98-77{position:relative;}@media all and (max-width: 1024px){.kadence-column9922_e67e98-77 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9922_e67e98-77 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9922_e67e98-77\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-image.kb-image9922_acb253-41:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-bottom:var(--global-kb-spacing-lg, 3rem);}.kb-image9922_acb253-41 .kb-image-has-overlay:after{opacity:0.3;}.kb-image9922_acb253-41 img.kb-img, .kb-image9922_acb253-41 .kb-img img{object-position:0% 50%;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image9922_acb253-41 size-large kb-image-is-ratio-size blog_link_image grey-box-with-shadow\"><a href=\"https:\/\/softinery.com\/pl\/scada-system-do-kontroli-i-sterowania-procesow-przemyslowych\/\" class=\"kb-advanced-image-link\"><div class=\"kb-is-ratio-image kb-image-ratio-square\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"555\" src=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-1024x555.webp\" alt=\"Scada\" class=\"kb-img wp-image-9923\" srcset=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-1024x555.webp 1024w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-300x163.webp 300w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-768x416.webp 768w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada-1536x832.webp 1536w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/scada.webp 1644w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/a><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_bf9e28-aa, .wp-block-kadence-advancedheading.kt-adv-heading9922_bf9e28-aa[data-kb-block=\"kb-adv-heading9922_bf9e28-aa\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading9922_bf9e28-aa mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_bf9e28-aa[data-kb-block=\"kb-adv-heading9922_bf9e28-aa\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_bf9e28-aa img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_bf9e28-aa[data-kb-block=\"kb-adv-heading9922_bf9e28-aa\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading9922_bf9e28-aa wp-block-kadence-advancedheading has-theme-palette-3-color has-text-color\" data-kb-block=\"kb-adv-heading9922_bf9e28-aa\"><a href=\"https:\/\/softinery.com\/pl\/model-predykcyjny-czym-jest-i-wykorzystac-go-w-przemysle\/\">System SCADA<\/a><\/h3>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_4fcaa8-ef, .wp-block-kadence-advancedheading.kt-adv-heading9922_4fcaa8-ef[data-kb-block=\"kb-adv-heading9922_4fcaa8-ef\"]{margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading9922_4fcaa8-ef mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_4fcaa8-ef[data-kb-block=\"kb-adv-heading9922_4fcaa8-ef\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_4fcaa8-ef img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_4fcaa8-ef[data-kb-block=\"kb-adv-heading9922_4fcaa8-ef\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<div class=\"kt-adv-heading9922_4fcaa8-ef wp-block-kadence-advancedheading has-theme-palette-3-color has-text-color\" data-kb-block=\"kb-adv-heading9922_4fcaa8-ef\">System do kontroli i monitorowania proces\u00f3w przemys\u0142owych<\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9922_fcf64d-35 > .kt-inside-inner-col,.kadence-column9922_fcf64d-35 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9922_fcf64d-35 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9922_fcf64d-35 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9922_fcf64d-35 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9922_fcf64d-35 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9922_fcf64d-35 a{color:var(--global-palette3, #1A202C);}.kadence-column9922_fcf64d-35 a:hover{color:var(--global-palette4, #2D3748);}.kadence-column9922_fcf64d-35{position:relative;}@media all and (max-width: 1024px){.kadence-column9922_fcf64d-35 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9922_fcf64d-35 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9922_fcf64d-35\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-image.kb-image9922_51933e-f4:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-bottom:var(--global-kb-spacing-lg, 3rem);}.kb-image9922_51933e-f4 .kb-image-has-overlay:after{opacity:0.3;}.kb-image9922_51933e-f4 img.kb-img, .kb-image9922_51933e-f4 .kb-img img{object-position:0% 50%;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image9922_51933e-f4 size-large kb-image-is-ratio-size blog_link_image grey-box-with-shadow\"><div class=\"kb-is-ratio-image kb-image-ratio-square\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"620\" src=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1024x620.webp\" alt=\"Modbus\" class=\"kb-img wp-image-9907\" srcset=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1024x620.webp 1024w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-300x182.webp 300w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-768x465.webp 768w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-1536x930.webp 1536w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2025\/04\/cloud_dashboard-2048x1240.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_82918a-b9, .wp-block-kadence-advancedheading.kt-adv-heading9922_82918a-b9[data-kb-block=\"kb-adv-heading9922_82918a-b9\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading9922_82918a-b9 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_82918a-b9[data-kb-block=\"kb-adv-heading9922_82918a-b9\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_82918a-b9 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_82918a-b9[data-kb-block=\"kb-adv-heading9922_82918a-b9\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading9922_82918a-b9 wp-block-kadence-advancedheading has-theme-palette-3-color has-text-color\" data-kb-block=\"kb-adv-heading9922_82918a-b9\"><a href=\"https:\/\/softinery.com\/pl\/model-predykcyjny-czym-jest-i-wykorzystac-go-w-przemysle\/\">Protok\u00f3\u0142 Modbus<\/a><\/h3>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_4a09d6-fb, .wp-block-kadence-advancedheading.kt-adv-heading9922_4a09d6-fb[data-kb-block=\"kb-adv-heading9922_4a09d6-fb\"]{margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading9922_4a09d6-fb mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_4a09d6-fb[data-kb-block=\"kb-adv-heading9922_4a09d6-fb\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_4a09d6-fb img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_4a09d6-fb[data-kb-block=\"kb-adv-heading9922_4a09d6-fb\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<div class=\"kt-adv-heading9922_4a09d6-fb wp-block-kadence-advancedheading has-theme-palette-3-color has-text-color\" data-kb-block=\"kb-adv-heading9922_4a09d6-fb\">Otwarty standard komunikacji w sieciach przemys\u0142owych<\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9922_d33ed6-71 > .kt-inside-inner-col,.kadence-column9922_d33ed6-71 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9922_d33ed6-71 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9922_d33ed6-71 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9922_d33ed6-71 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9922_d33ed6-71 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9922_d33ed6-71 a{color:var(--global-palette3, #1A202C);}.kadence-column9922_d33ed6-71 a:hover{color:var(--global-palette4, #2D3748);}.kadence-column9922_d33ed6-71{position:relative;}@media all and (max-width: 1024px){.kadence-column9922_d33ed6-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9922_d33ed6-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9922_d33ed6-71\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-image.kb-image9922_e4b4b2-2b:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-bottom:var(--global-kb-spacing-lg, 3rem);}.kb-image9922_e4b4b2-2b .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image9922_e4b4b2-2b size-large kb-image-is-ratio-size blog_link_image grey-box-with-shadow\"><a href=\"https:\/\/softinery.com\/pl\/model-predykcyjny-czym-jest-i-wykorzystac-go-w-przemysle\/\" class=\"kb-advanced-image-link\"><div class=\"kb-is-ratio-image kb-image-ratio-square\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2024\/08\/modelowanie_predykcyjne-1024x577.webp\" alt=\"\" class=\"kb-img wp-image-9715\" srcset=\"https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2024\/08\/modelowanie_predykcyjne-1024x577.webp 1024w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2024\/08\/modelowanie_predykcyjne-300x169.webp 300w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2024\/08\/modelowanie_predykcyjne-768x433.webp 768w, https:\/\/softinery.com\/pl\/wp-content\/uploads\/sites\/5\/2024\/08\/modelowanie_predykcyjne.webp 1038w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/a><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_025c74-c9, .wp-block-kadence-advancedheading.kt-adv-heading9922_025c74-c9[data-kb-block=\"kb-adv-heading9922_025c74-c9\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading9922_025c74-c9 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_025c74-c9[data-kb-block=\"kb-adv-heading9922_025c74-c9\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_025c74-c9 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_025c74-c9[data-kb-block=\"kb-adv-heading9922_025c74-c9\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading9922_025c74-c9 wp-block-kadence-advancedheading has-theme-palette-3-color has-text-color\" data-kb-block=\"kb-adv-heading9922_025c74-c9\"><a href=\"https:\/\/softinery.com\/pl\/model-predykcyjny-czym-jest-i-wykorzystac-go-w-przemysle\/\">Model predykcyjny \u2013 czym jest i wykorzysta\u0107 go w przemy\u015ble?<\/a><\/h3>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9922_237cd1-6d, .wp-block-kadence-advancedheading.kt-adv-heading9922_237cd1-6d[data-kb-block=\"kb-adv-heading9922_237cd1-6d\"]{margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading9922_237cd1-6d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9922_237cd1-6d[data-kb-block=\"kb-adv-heading9922_237cd1-6d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9922_237cd1-6d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9922_237cd1-6d[data-kb-block=\"kb-adv-heading9922_237cd1-6d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<div class=\"kt-adv-heading9922_237cd1-6d wp-block-kadence-advancedheading has-theme-palette-3-color has-text-color\" data-kb-block=\"kb-adv-heading9922_237cd1-6d\">Model predykcyjny s\u0142u\u017cy do przewidywania wynik\u00f3w, trend\u00f3w, czy zdarze\u0144.<\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Systemy SCADA (ang. Supervisory Control and Data Acquisition) od lat wspieraj\u0105 przemys\u0142owc\u00f3w w nadzorowaniu i sterowaniu procesami produkcyjnymi. Coraz cz\u0119\u015bciej pojawiaj\u0105 si\u0119 te\u017c nowoczesne, webowe i elastyczne rozwi\u0105zania SCADA, kt\u00f3re \u0142\u0105cz\u0105 w sobie szybki dost\u0119p do danych, zaawansowane mo\u017cliwo\u015bci analityczne i wygodny interfejs. W tym artykule wyja\u015bniamy, czym jest SCADA, jak dzia\u0142a i dlaczego jest&hellip;&nbsp;<a href=\"https:\/\/softinery.com\/pl\/scada-system-do-kontroli-i-sterowania-procesow-przemyslowych\/\" rel=\"bookmark\">Dowiedz si\u0119 wi\u0119cej &raquo;<span class=\"screen-reader-text\">SCADA \u2013 system do kontroli i sterowania proces\u00f3w przemys\u0142owych<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[],"tags":[],"class_list":["post-9922","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SCADA - Zarz\u0105dzanie i monitoring proces\u00f3w przemys\u0142owych- Softinery<\/title>\n<meta name=\"description\" content=\"SCADA to system nadzoru, wizualizacji i sterowania procesami przemys\u0142owymi. Sprawd\u017a, jak dzia\u0142a i gdzie znajduje zastosowanie.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/softinery.com\/pl\/scada-system-do-kontroli-i-sterowania-procesow-przemyslowych\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SCADA - Zarz\u0105dzanie i monitoring proces\u00f3w przemys\u0142owych- Softinery\" \/>\n<meta property=\"og:description\" content=\"SCADA to system nadzoru, wizualizacji i sterowania procesami przemys\u0142owymi. 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