[{"term":"221","id":0,"type":"QUICKLINKS"},{"term":"WAGO I/O-PRO","id":1,"type":"QUICKLINKS"},{"term":"Libraries_BA","id":2,"type":"QUICKLINKS"},{"term":"Gebouwen","id":3,"type":"QUICKLINKS"},{"term":"Aanwijzingen bij gebruik","id":4,"type":"QUICKLINKS"}]
{ "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Startpagina", "item": "https://www.wago.com/nl" }, { "@type": "ListItem", "position": 2, "name": "Automatiseringstechniek", "item": "https://www.wago.com/nl/automatiseringstechniek" }, { "@type": "ListItem", "position": 3, "name": "Engineeringtools", "item": "https://www.wago.com/nl/software-ontdekken" }, { "@type": "ListItem", "position": 4, "name": "Analytics", "item": "https://www.wago.com/nl/software-ontdekken/wago-analytics" } ] } [{"url":"/automatiseringstechniek","name":"Automatiseringstechniek","linkClass":null,"categoryCode":null},{"url":"/software-ontdekken","name":"Engineeringtools","linkClass":null,"categoryCode":null},{"url":"/software-ontdekken/wago-analytics","name":"Analytics","linkClass":"active","categoryCode":null}]

Individuele oplossingen voor AI, machine learning en datamonitoring

10 februari 2021

WAGO Analytics

Bij het optimaliseren van een installatie is de grootste uitdaging begrip voor het proces te kweken, te vergroten en de resultaten weer in het proces te implementeren. WAGO Analytics ondersteunt u bij de registratie en de analyse van gegevens en genereert intuïtieve visualisaties over de afhankelijkheden binnen de systemen. De vastgestelde afhankelijkheden en verbanden worden in de processen geïntegreerd en maken zo een optimale benutting van optimaliseringsmogelijkheden met behulp van AI en Machine Learning mogelijk.

In het kader van een gemeenschappelijk project werkt WAGO in nauw overleg met de klant een individuele oplossing uit om de gegevens voor de desbetreffende toepassing efficiënt te benutten.

Uw voordelen:

  • Identificatie van optimaliseringsmogelijkheden
  • Verhoging van het kwaliteitsniveau
  • Analytics-oplossing op maat
  • Verhoging van de efficiëntie en verlaging van de kosten
  • Verbetering van de stabiliteit van het proces

Nieuwe producten

Eenvoudige integratie van machine learning voor predictive maintenance

In zes stappen van registratie
naar rendabel gebruik van gegevens

{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","lastExportedVersion":2,"type":"Hot Spot Component","dynamicVisibility":true,"cloneable":true,"uuid":"eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0=","ignoreOnTransfer":false,"uid":"comp_00008CBA0","modifiedtime":"2026-01-14T16:17:32+0000","children":["eyJpdGVtSWQiOiJpdGVtXzAwMDA4RkhKMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0=","eyJpdGVtSWQiOiJpdGVtXzAwMDA4RkhRMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0=","eyJpdGVtSWQiOiJpdGVtX2RlXzAwMDBCWFNBIiwiY2F0YWxvZ0lkIjoibmwtd2Fnb0NvbnRlbnRDYXRhbG9nIiwiY2F0YWxvZ1ZlcnNpb24iOiJPbmxpbmUifQ==","eyJpdGVtSWQiOiJpdGVtX2RlXzAwMDBCWFM4IiwiY2F0YWxvZ0lkIjoibmwtd2Fnb0NvbnRlbnRDYXRhbG9nIiwiY2F0YWxvZ1ZlcnNpb24iOiJPbmxpbmUifQ==","eyJpdGVtSWQiOiJpdGVtX2RlXzAwMDBCWFM5IiwiY2F0YWxvZ0lkIjoibmwtd2Fnb0NvbnRlbnRDYXRhbG9nIiwiY2F0YWxvZ1ZlcnNpb24iOiJPbmxpbmUifQ==","eyJpdGVtSWQiOiJpdGVtXzAwMDA4RkhTMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"onlyOneRestrictionMustApply":true,"iconType":"NUMERIC","image":{"code":"MM-32100 _Iso_Grafik_Analytics_Process_6_Steps_B_2000x1125.jpg","altText":"MM-32100 _Iso_Grafik_Analytics_Process_6_Steps_B_2000x1125.jpg","imageFormats":[{"imageType":null,"format":"2000","url":"/medias/2000-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3wxMDQwODJ8aW1hZ2UvanBlZ3xhRFUzTDJneVl5OHhNakkyTmpFeU9UZ3hOell6TUM4eU1EQXdYMDFOTFRNeU1UQXdJRjlKYzI5ZlIzSmhabWxyWDBGdVlXeDVkR2xqYzE5UWNtOWpaWE56WHpaZlUzUmxjSE5mUWw4eU1EQXdlREV4TWpVdWFuQm58OTc3Y2QwMzE0ZDlmODhmMmI5MjVhYTE4ZTg1MzM2M2M3ODA5ZTgzYTI4ODQyNDE0NGNmODViZGE3YWMxNmMyYQ","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null},{"imageType":null,"format":"1600","url":"/medias/1600-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3w3NTUwM3xpbWFnZS9qcGVnfGFHUTVMMmhqT1M4eE1qSTJOakV6TURRd056UTFOQzh4TmpBd1gwMU5MVE15TVRBd0lGOUpjMjlmUjNKaFptbHJYMEZ1WVd4NWRHbGpjMTlRY205alpYTnpYelpmVTNSbGNITmZRbDh5TURBd2VERXhNalV1YW5Cbnw1MDdlOTdlNDZhMjNlNmUyN2RhZjhlZjdlOWFiNzA5NTk0YmJjNGVlYjZjNDkwZjg2OGZlMzQxYTMxZjAxOTEy","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null},{"imageType":null,"format":"1280","url":"/medias/1280-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3w1NTExMHxpbWFnZS9qcGVnfGFERTJMMmd6TUM4eE1qSTJOakV5T1RrME9EY3dNaTh4TWpnd1gwMU5MVE15TVRBd0lGOUpjMjlmUjNKaFptbHJYMEZ1WVd4NWRHbGpjMTlRY205alpYTnpYelpmVTNSbGNITmZRbDh5TURBd2VERXhNalV1YW5CbnxkNDIwOTBiYzdhMDY4YjY0NDU4YTBhZDVkYWY4ODZiMmMyZTM0YmEzZWMzODhhOTNiNjgwM2VmZDNkYWM5NTQ1","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null},{"imageType":null,"format":"1024","url":"/medias/1024-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3w0MDQ1MHxpbWFnZS9qcGVnfGFEWTJMMmhrTnk4eE1qSTJOakV6TURBeE5ESXpPQzh4TURJMFgwMU5MVE15TVRBd0lGOUpjMjlmUjNKaFptbHJYMEZ1WVd4NWRHbGpjMTlRY205alpYTnpYelpmVTNSbGNITmZRbDh5TURBd2VERXhNalV1YW5CbnxjYjYzNmQzODA4MTI3MjFhM2YyNjNkYmFmZDg4NGEwNzk4YmVhMzU3MzhiNDM2ZTZiOTcyMWQwZTMxMWZkYzVl","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null},{"imageType":null,"format":"768","url":"/medias/768-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3wyNjc5NnxpbWFnZS9qcGVnfGFHSTVMMmhrTmk4eE1qSTJOakV6TURBM09UYzNOQzgzTmpoZlRVMHRNekl4TURBZ1gwbHpiMTlIY21GbWFXdGZRVzVoYkhsMGFXTnpYMUJ5YjJObGMzTmZObDlUZEdWd2MxOUNYekl3TURCNE1URXlOUzVxY0djfGE3M2UxZTc5ZDExOGY0YzdiNDhmMGVjYzA5MGJlM2ZhNDkxMzJjOWU2OGU4OTZlNzJkYmU1NTM3YTFmNGM3OTU","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null},{"imageType":null,"format":"480","url":"/medias/480-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3wxMzkwN3xpbWFnZS9qcGVnfGFHRTNMMmhrTXk4eE1qSTJOakV6TURFME5UTXhNQzgwT0RCZlRVMHRNekl4TURBZ1gwbHpiMTlIY21GbWFXdGZRVzVoYkhsMGFXTnpYMUJ5YjJObGMzTmZObDlUZEdWd2MxOUNYekl3TURCNE1URXlOUzVxY0djfGI0ZjUwZWZlMjBmMTdhNDFlOTlhNjk2Mzc0Yjc2Mzg3YWUyOWExMTdhYzVlNTI3MDQxMzY2ODkwZjFlZTczMTE","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null},{"imageType":null,"format":"200","url":"/medias/200-MM-32100-Iso-Grafik-Analytics-Process-6-Steps-B-2000x1125.jpg?context=bWFzdGVyfGltYWdlc3wxMjYyfGltYWdlL2pwZWd8YUdRM0wyaGpZeTh4TWpJMk5qRXpNRE0wTVRreE9DOHlNREJmVFUwdE16SXhNREFnWDBsemIxOUhjbUZtYVd0ZlFXNWhiSGwwYVdOelgxQnliMk5sYzNOZk5sOVRkR1Z3YzE5Q1h6SXdNREI0TVRFeU5TNXFjR2N8ZTcyNjdmYWJmNzQxYjQ0MDMwYzI2YjRlMDcwZmJiM2I0Nzg1ZjI2NTI1ZmIxODg4NzRlMTY5MmRkYzgyNTM1Ng","altText":null,"galleryIndex":null,"width":null,"description":null,"mediaType":null,"code":null}],"description":"MM-32100 _Iso_Grafik_Analytics_Process_6_Steps_B_2000x1125.jpg"},"lastLoad":1768407452706,"visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotComponent","slots":["eyJpdGVtSWQiOiJjc18wMDAwN1NZVyIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"itemtype":"WagoHotSpotComponent","restricted":false,"name":"Hotspot","synchronizationBlocked":true,"containers":[],"creationtime":"2021-08-19T13:34:33+0000","items":[{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","components":["eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"tooltip":"<p>Stap 1</p>","lastExportedVersion":4,"type":"Hot Spot Popup Item","dynamicVisibility":true,"uuid":"eyJpdGVtSWQiOiJpdGVtXzAwMDA4RkhKMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0=","ignoreOnTransfer":false,"uid":"item_00008FHJ0","modifiedtime":"2023-01-04T11:26:41+0000","children":[],"onlyOneRestrictionMustApply":true,"headline":"<p>Stap 1: Registratie van ruwe gegevens van de verschillende gegevensbronnen</p>","visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotPopupItem","slots":[],"itemtype":"WagoHotSpotPopupItem","restricted":false,"name":"Schritt 1","x":34,"synchronizationBlocked":false,"y":64,"containers":[],"creationtime":"2021-08-19T13:35:12+0000","actions":[],"contentVersion":4,"parents":[]},{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","components":["eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"tooltip":"<p>Stap 2</p>","lastExportedVersion":5,"type":"Hot Spot Popup Item","dynamicVisibility":true,"uuid":"eyJpdGVtSWQiOiJpdGVtXzAwMDA4RkhRMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0=","ignoreOnTransfer":false,"uid":"item_00008FHQ0","modifiedtime":"2023-01-04T11:26:41+0000","children":[],"onlyOneRestrictionMustApply":true,"headline":"<p>Stap 2: Voorbereiden van de gegevens</p>","visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotPopupItem","slots":[],"itemtype":"WagoHotSpotPopupItem","restricted":false,"name":"Schritt 2","x":51,"synchronizationBlocked":false,"y":50,"containers":[],"creationtime":"2021-08-19T13:35:12+0000","actions":[],"contentVersion":5,"parents":[]},{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","components":["eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"tooltip":"<p>Stap 3</p>","lastExportedVersion":4,"type":"Hot Spot Popup Item","dynamicVisibility":true,"uuid":"eyJpdGVtSWQiOiJpdGVtXzAwMDA4RkhTMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0=","ignoreOnTransfer":false,"uid":"item_00008FHS0","modifiedtime":"2023-01-04T11:26:38+0000","children":[],"onlyOneRestrictionMustApply":true,"headline":"<p>Stap 3: Permanente registratie van gegevens</p>","visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotPopupItem","slots":[],"itemtype":"WagoHotSpotPopupItem","restricted":false,"name":"Schritt 3","x":68,"synchronizationBlocked":false,"y":62,"containers":[],"creationtime":"2021-08-19T13:34:55+0000","actions":[],"contentVersion":4,"parents":[]},{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","components":["eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"tooltip":"<p>Stap 4</p>","lastExportedVersion":2,"type":"Hot Spot Popup Item","dynamicVisibility":true,"uuid":"eyJpdGVtSWQiOiJpdGVtX2RlXzAwMDBCWFM4IiwiY2F0YWxvZ0lkIjoibmwtd2Fnb0NvbnRlbnRDYXRhbG9nIiwiY2F0YWxvZ1ZlcnNpb24iOiJPbmxpbmUifQ==","ignoreOnTransfer":false,"uid":"item_de_0000BXS8","modifiedtime":"2023-01-04T11:26:33+0000","children":[],"onlyOneRestrictionMustApply":true,"headline":"<p>Stap 4: Verkennende analyse van de gegevens en keuze van de geschikte visualisatie</p>","visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotPopupItem","slots":[],"itemtype":"WagoHotSpotPopupItem","restricted":false,"name":"Schritt 4","x":85,"synchronizationBlocked":false,"y":49,"containers":[],"creationtime":"2021-08-19T13:34:31+0000","actions":[],"contentVersion":2,"parents":[]},{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","components":["eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"tooltip":"<p>Stap 5</p>","lastExportedVersion":1,"type":"Hot Spot Popup Item","dynamicVisibility":true,"uuid":"eyJpdGVtSWQiOiJpdGVtX2RlXzAwMDBCWFM5IiwiY2F0YWxvZ0lkIjoibmwtd2Fnb0NvbnRlbnRDYXRhbG9nIiwiY2F0YWxvZ1ZlcnNpb24iOiJPbmxpbmUifQ==","ignoreOnTransfer":false,"uid":"item_de_0000BXS9","modifiedtime":"2023-01-04T11:26:34+0000","children":[],"onlyOneRestrictionMustApply":true,"headline":"<p>Stap 5: Integratie in het bedrijfsproces</p>","visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotPopupItem","slots":[],"itemtype":"WagoHotSpotPopupItem","restricted":false,"name":"Schritt 5","x":61,"synchronizationBlocked":false,"y":23,"containers":[],"creationtime":"2021-08-19T13:34:33+0000","actions":[],"contentVersion":1,"parents":[]},{"container":false,"catalogVersion":"nl-wagoContentCatalog/Online","components":["eyJpdGVtSWQiOiJjb21wXzAwMDA4Q0JBMCIsImNhdGFsb2dJZCI6Im5sLXdhZ29Db250ZW50Q2F0YWxvZyIsImNhdGFsb2dWZXJzaW9uIjoiT25saW5lIn0="],"tooltip":"<p>Stap 6</p>","lastExportedVersion":1,"type":"Hot Spot Popup Item","dynamicVisibility":true,"uuid":"eyJpdGVtSWQiOiJpdGVtX2RlXzAwMDBCWFNBIiwiY2F0YWxvZ0lkIjoibmwtd2Fnb0NvbnRlbnRDYXRhbG9nIiwiY2F0YWxvZ1ZlcnNpb24iOiJPbmxpbmUifQ==","ignoreOnTransfer":false,"uid":"item_de_0000BXSA","modifiedtime":"2023-01-04T11:26:37+0000","children":[],"onlyOneRestrictionMustApply":true,"headline":"<p>Stap 6: Verbanden en optimaliseringsmogelijkheden benutten</p>","visible":true,"wagoColumnComponent":[],"availableLanguages":"AVAILABLE","passepartout":false,"restrictions":[],"searchable":true,"typeCode":"WagoHotSpotPopupItem","slots":[],"itemtype":"WagoHotSpotPopupItem","restricted":false,"name":"Schritt 6","x":39,"synchronizationBlocked":false,"y":20,"containers":[],"creationtime":"2021-08-19T13:34:49+0000","actions":[],"contentVersion":1,"parents":[]}],"actions":[],"contentVersion":2,"parents":[]}

WAGO maakt het gebruik rendabel
Uw gegevens

Wij helpen u aan uw Analytics-oplossing op maat.

1. Registratie van ruwe gegevens van de verschillende gegevensbronnen

Bij de eerste stap worden, in overleg met de betrokken domeinexperts, de relevante gegevensbronnen geïdentificeerd. De verschillende interfaces worden onafhankelijk van het desbetreffende protocol uitgelezen. De waarden worden rechtstreeks bij de besturing geregistreerd. Indien nodig worden extra sensoren geïnstalleerd. De Analytics-oplossing wordt in de bestaande besturing geïntegreerd. Daarom worden de gegevens in overleg met het verantwoordelijke automatiseringsbedrijf geregistreerd.