{"id":7424,"date":"2024-02-02T09:22:00","date_gmt":"2024-02-02T09:22:00","guid":{"rendered":"https:\/\/www.novotek.com\/dk\/?post_type=insights&#038;p=7424"},"modified":"2024-10-22T12:11:53","modified_gmt":"2024-10-22T12:11:53","slug":"udnyt-dine-uns-data","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/dk\/insight\/udnyt-dine-uns-data\/","title":{"rendered":"Udnyt dine UNS-data"},"content":{"rendered":"<div class=\"container-md paragraph  \">\n<p><em><strong>&#8211; med HighByte Intelligence Hub<\/strong><\/em><\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"299\" src=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300.jpg\" alt=\"Udnyt dine UNS data\" class=\"wp-image-8701\" srcset=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300.jpg 1024w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300-300x88.jpg 300w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300-768x224.jpg 768w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300-86x25.jpg 86w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300-306x89.jpg 306w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/Udnyt-dine-UNS-data_duotone_1024x300-636x186.jpg 636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><em>Af Jeffrey Schroeder, Co-Founder &amp; Chief Product Officer,&nbsp;<a href=\"http:\/\/www.highbyte.com\/intelligence-hub.html\">HighByte<\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>En af de mest almindelige bekymringer vedr\u00f8rende <strong><a href=\"https:\/\/www.novotek.com\/dk\/insight\/unified-namespace-uns-intelligence-hub\/\">Unified Namespace<\/a> (UNS)<\/strong>, er, at arkitekturen mangler den alsidighed, der er n\u00f8dvendig for at adressere forskellige downstream-dataforbrugere.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Kvalitets-, vedligeholdelses- og procesingeni\u00f8rer g\u00f8r alle deres del for at underst\u00f8tte en produktionslinje. Kvalitetsteams har brug for inspektionsresultater, vedligeholdelsesteams har brug for data om aktivets ydeevne, og procesingeni\u00f8rer har brug for parti- og procesparametre. Holdene har brug for datas\u00e6t, der b\u00e5de overlapper og adskiller sig efter use case. Disse ingeni\u00f8rer bruger forskellige applikationer og tjenester \u2013 alt fra ERP-moduler til kvalitet og vedligeholdelse til specialiserede ML-platforme i skyen \u2013 som hver is\u00e6r kr\u00e6ver meget forskellige datastrukturer. Mange af disse applikationer og tjenester fungerer ikke let sammen med UNS og dets arkitektoniske konventioner. De har muligvis ikke en naturlig gr\u00e6nseflade med <a href=\"https:\/\/www.novotek.com\/dk\/insight\/mqtt-i-industriel-automation\/\">MQTT<\/a>-m\u00e6glere, og man b\u00f8r heller ikke forvente, at de har det. De bruger muligvis ikke payloads, der er orienteret omkring et rigidt aktivhierarki og publicering af telemetridata fra proceskontrolnoder. De kan have helt andre behov, end det var forudset, da fabriksautomatisering blev installeret og integreret. Deres databehov kan overskride, hvordan UNS oprindeligt blev opbygget og organiseret.<br><br><a href=\"https:\/\/www.novotek.com\/dk\/digitalisering\/dataops\/highbyte-intelligence-hub\/\">HighByte Intelligence Hub<\/a> kan overvinde disse udfordringer. Gennem datamodellering og pipelines muligg\u00f8r Intelligence Hub det fulde potentiale af UNS og leverer kontekstualiserede produktionsdata til skyen. Lad os se p\u00e5 en pr\u00f8vearkitektur for at se hvordan.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Data fra linjen til skyen<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>I vores eksempelarkitektur vil vi levere brugbare data fra industrielle sensorer, maskiner og systemer til cloud-applikationer gennem UNS.<br><br>Cloud-baserede dataforbrugere har historisk set v\u00e6ret noget sv\u00e6re for UNS at n\u00e5, hvilket eksemplificerer det, der ofte omtales som &#8220;<a href=\"https:\/\/www.novotek.com\/dk\/insight\/6-tegn-paa-at-du-har-brug-for-industriel-dataops\/#OT-IT-kl%C3%B8ft\" target=\"_blank\" rel=\"noreferrer noopener\">OT-IT kl\u00f8ften<\/a>&#8220;. En UNS-arkitektur er ideel til industrielle systemer, der bruger publish-subscribe-m\u00f8nsteret til at udveksle telemetridata, men alt andet kr\u00e6ver et robust abstraktionslag (den del af UNS, hvor datas\u00e6t er samlet, kontekstualiseret og standardiseret). Intelligence Hub kan ikke kun bygge og styre UNS; det kan ogs\u00e5 publicere som UNS og abonnere p\u00e5 UNS, og levere data til cloud-tjenester og andre applikationer i henhold til deres unikke datakrav. Fra top til bund betyder det, at Intelligence Hub kan:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Normalisere og kontekstualisere kildedata i overensstemmelse med de brede behov hos UNS og dets forbrugere, vel vidende at disse behov vil udvikle sig over tid.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Offentligg\u00f8re data til abonnenter via den indlejrede MQTT-m\u00e6gler eller tredjeparts MQTT-m\u00e6glerinfrastruktur.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Oprette payloads, der transformerer og blander data fra flere kilder for at im\u00f8dekomme det forbrugende systems behov.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Levere datanyttelasten, p\u00e5 det rigtige tidspunkt eller frekvens, direkte til det forbrugende system.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Administrere anerkendelser og overv\u00e5ge og styre disse datapipelines til og fra UNS som gentagelige, missionskritiske forretningsprocesser.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Her er pr\u00f8vearkitekturen som er beskrevet.<\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/highbyte-3-3-uns-snowflake-final_orig-1024x522.png\" alt=\"Udnyt UNS data - UNS Snowflake\" class=\"wp-image-7802\" srcset=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/highbyte-3-3-uns-snowflake-final_orig-1024x522.png 1024w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/highbyte-3-3-uns-snowflake-final_orig-300x153.png 300w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/highbyte-3-3-uns-snowflake-final_orig-768x392.png 768w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/highbyte-3-3-uns-snowflake-final_orig.png 1100w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Dette diagram giver et overblik over, hvordan databev\u00e6gelse kan se ud for Intelligence Hub-brugere, der driver en UNS sammen med AWS og Snowflake. I bloggen &#8220;<a href=\"https:\/\/www.highbyte.com\/blog\/abstraction-puts-the-unified-in-unified-namespace\" target=\"_blank\" rel=\"noreferrer noopener\">Abstraction puts the &#8216;unified&#8217; i Unified Namespace<\/a>&#8221; d\u00e6kker John Harrington det grundl\u00e6ggende i, hvordan maskindata kan kontekstualiseres til UNS. Lad os se p\u00e5 downstreams-siden, og hvordan Intelligence Hub kontekstualiserer UNS-data til skyen ved at bruge <a href=\"https:\/\/www.novotek.com\/dk\/nyheder\/intelligence-hub-3-3-tilbyder-forbindelse-til-snowflake\/\" target=\"_blank\" rel=\"noreferrer noopener\">Snowflake Data Cloud<\/a> og AWS IoT SiteWise som eksempler.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">UNS og Snowflake<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><a href=\"http:\/\/www.snowflake.com\/en\/data-cloud\/what-is-data-cloud\/\" target=\"_blank\" rel=\"noreferrer noopener\">Snowflake Data Cloud<\/a> er et af de mest popul\u00e6re target systems i arkitekturerne for HighByte Intelligence Hub-brugere. Data Cloud-platformen muligg\u00f8r \u00f8jeblikkelig, friktionsfri sikker deling af live-data inden for og mellem organisationer med skalerbarhed, samtidighed og ydeevne.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>I tidligere versioner af Intelligence Hub kunne brugere oprette forbindelse til Snowflake Data Cloud ved hj\u00e6lp af generelle gr\u00e6nseflader s\u00e5som JDBC (SQL), MQTT Sparkplug eller Kafka, eller gennem en cloud-objektlagringstjeneste s\u00e5som Amazon S3 eller Azure Blob Storage. Som en del af Intelligence Hub version 3.3 har HighByte afsl\u00f8ret to dedikerede Snowflake-connectors: Snowflake Streaming og Snowflake SQL. Disse to connectors hj\u00e6lper med at bringe styrken fra Snowflakes Data Cloud til UNS.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Den f\u00f8rste connector, Snowflake Streaming, bruger Snowflake Snowpipe Streaming API. N\u00e5r en bruger publicerer modellerede data til Snowflake, opretter eller opdaterer connectoren Snowflakes tabelskema baseret p\u00e5 den model, der er defineret i Intelligence Hub, og hydrerer det derefter med konsistente og kontekstualiserede industrielle data. Denne gr\u00e6nseflade muligg\u00f8r direkte publicering til Snowflake-tabeller uden behov for staging filer, staging tabeller eller tredjepartsapplikationer. Den direkte publicering s\u00e6nker beregningen, lagringen, latensen og omkostningerne ved at historisere hyppige telemetribegivenheder i Snowflake. Ideelt til UNS, da HighByte Intelligence Hubs Snowflake Streaming-connector giver brugerne mulighed for at streame kontekstualiserede data payloads hurtigt og nemt, uden at skulle manuelt vedligeholde payload-definitioner i b\u00e5de OT-systemer og Snowflake Data Cloud. Snowflake Streaming er en enkel, direkte vej mellem Snowflake cloud-applikationer og UNS.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">UNS og AWS<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><a href=\"https:\/\/aws.amazon.com\/iot-sitewise\/\" target=\"_blank\" rel=\"noreferrer noopener\">AWS IoT SiteWise<\/a>&nbsp;er en aktiv-orienteret tidsseriedatabasetjeneste, der indsamler, modellerer, lagrer og overv\u00e5ger industridata. Muligheden for at skabe modeller, aktiver og aktivrelationer i AWS IoT SiteWise og hydrere det med industrielle data har l\u00e6nge v\u00e6ret tilg\u00e6ngelig i HighByte Intelligence Hub. Ved at bruge sine modelleringsfunktioner kan Intelligence Hub normalisere en lang r\u00e6kke industrielle datakilder til et ensartet s\u00e6t m\u00e5linger inden for modellerede aktiver i IoT SiteWise.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Som noget nyt i HighByte Intelligence Hub version 3.3, kan brugere gennemse og m\u00e5lrette IoT SiteWise-aktivets namespace fra Intelligence Hub samt udtr\u00e6kke model-, instans- og relationsdefinitioner som metadata ved hj\u00e6lp af de nye instans expression funktioner. Dette kan bruges til yderligere at kontekstualisere payloads eller rute deres delivery dynamisk.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Vigtigere er det, at Intelligence Hub kan subscribe p\u00e5 UNS og historisere modellerede data, et n\u00f8dvendigt trin i levering af data fra en UNS til en tidsseriedatabase som IoT SiteWise. Intelligence Hub, fungerer p\u00e5 vegne af det forbrugende system, og indsamler UNS-data for at lette processen IoT SiteWise, og leverer UNS-data med det optimale interval eller begivenhed og med den rigtige kontekst.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Afsluttende<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>UNS-arkitekturen forts\u00e6tter med at vokse i b\u00e5de interesse og adoption. P\u00e5 trods af heterogeniteten af operationel teknologi (OT) inden for og p\u00e5 tv\u00e6rs af industrivertikaler, g\u00f8r en UNS-arkitektur det muligt for organisationer at harmonisere distribution af industrielle data p\u00e5 \u00e9t sted og i en struktur, der ligner deres virksomhed. I stedet for at v\u00e6re begr\u00e6nset til den m\u00e5de, OT-l\u00f8sninger pr\u00e6senterer data p\u00e5, giver et UNS frihed til at publicere og forbruge industrielle data p\u00e5 den m\u00e5de, organisationer fungerer p\u00e5.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Vi h\u00e5ber, at du har fundet eksemplerne i dette indl\u00e6g nyttige i din forst\u00e5else af UNS og hvordan du s\u00e6tter UNS-data til at fungere for et bredt s\u00e6t af applikationer, services og business use cases.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ud over de nye og forbedrede connectors til cloud-tjenester er mange nye funktioner og muligheder inkluderet i HighByte Intelligence Hub version 3.3.<\/p>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\"><div class=\"container-md image  aligncenter\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/jeffrey-schroeder-version-3_orig.png\" alt=\"Jeffrey Schroeder\" class=\"wp-image-7803\" srcset=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/jeffrey-schroeder-version-3_orig.png 200w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/jeffrey-schroeder-version-3_orig-150x150.png 150w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/highbyte\/jeffrey-schroeder-version-3_orig-86x86.png 86w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><em>Teksten i denne artikel er oversat fra HighBytes Blog:<\/em> <a href=\"https:\/\/www.highbyte.com\/blog\/put-your-uns-data-to-work-with-highbyte-intelligence-hub\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Put your UNS data to work with HighByte Intelligence Hub<\/em><\/a><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Vil du vide mere om HighByte Intelligence Hub?<\/h2>\n<\/div>\n\n<div class=\"container-md form  \"><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar 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