Vaiheet tiedonkeruusta
data-analyysiin
Easy Integration of Machine Learning for Predictive Maintenance
Six Steps from Data Acquisition
to Profitable Use
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WAGO auttaa käyttämään
dataa tuottoisasti
Autamme sinua ymmärtämään prosesseja ja ohjaamme sinut onnistuneesti seuraavien vaiheiden läpi:
1. Raakadatan keruu erilaisista tietolähteistä
Ensimmäisessä vaiheessa koneiden ja järjestelmien eri liitännät luetaan vastaavasta protokollasta riippumatta ja arvot otetaan suoraan ohjaimesta. Tiedot kerätään yhteen sijaintiin.
2. Datan käsittely
Datalle tehdään aikasynkronointi. Olennainen informaatio poimitaan ja dekoodataan yhdenmukaiseen muotoon. Epäolennainen data suodatetaan pois ja poistetaan.
3. Jatkuva tiedonkeruu
Käyttöön otetaan erillinen dataloggeri konetta tai järjestelmää varten. Data tallennetaan ja sitä käytetään syvälliseen analyysiin.
4. Tutkiva data-analyysi ja sopivan esityksen valinta
Riippuvuudet ja suhteet poimitaan, tulkitaan ja visualisoidaan offline-analyyseissa. Harvinaiset tapahtumat selvitetään. Prosessiasiantuntijat tutkivat ja arvioivat käyttöpotentiaalit.
5. Integrointi toimintaprosessiin
Koneelle tai järjestelmälle optimoidut analyysit ja visualisoinnit integroidaan toimintaprosessiin. Ne ovat nyt aina saatavilla, ja niitä voidaan käyttää intuitiivisesti.
6. Käyttökorrelaatiot ja optimointipotentiaalit
Todellisesta käytöstä saatavilla olevia analyyseja käytetään nyt optimointipotentiaalien hyödyntämiseen. Lisäksi koneen ja järjestelmän käyttäjät voivat todellisten visualisointien avulla tarkistaa ja laajentaa prosessin ymmärtämistään sekä tunnistaa lisää datan suhteita ja käyttöpotentiaaleja.
Starter Kits: The Easy Way to Get Started
Starter Kit Base for WAGO Analytics
WAGO Analytics starter kits offer the hardware and the right controller license to start analyzing process data directly. The Starter Kit Base for WAGO Analytics offers the right bundle to let you experience the functional scope of the WAGO Analytics Library.
IP67 Analytics Starter Kit
The IP67 Starter Kit with IO-Link for WAGO Analytics offers the right bundle to equip systems like motors, pumps, conveyors or fans with suitable sensors and let you experience the functional scope of the WAGO Analytics Library. The starter kit is equipped with all the components you need to begin analyzing vibration and temperature values from the included sensor and other process data. This digital output module can react to detected anomalies caused by signals or switching operations, for example.
Connecting WAGO Analytics Directly from the PLC program
This new software solution for WAGO Controllers allows you to analyze, evaluate and optimize processes without having to abandon the familiar PLC programming environment. You can use the WAGO Analytics application without interacting with the IT and Linux® environment directly; numerous function blocks support data acquisition, analysis and evaluation. The analysis, evaluation and optimization functions run in the background on powerful WAGO Edge Devices. A ready-to-run installation package is available for these devices. All the data stays within the local network, so no Internet connection to other systems is necessary. Additional data sources can be connected easily, e.g., via Node-RED.
- Easy integration of AI and machine learning
- Efficient monitoring of process data
- Ready-made AI models for immediate use