When we talk about data in an industrial sense, we mean the huge amounts of process data continuously produced by each and every sensor and drive. This data is currently processed by controllers and distributed systems. Product quality is determined by thousands of lab samples, whereas additional data is created using equations and models. Linking machines and operational units has become state of the art. Yet many businesses struggle to answer the question: what does this reality mean for your daily operations? There is no lack of data, but rather a lack of information extracted from those data.
We support our customers with:
- Best-in-class examples of data sampling and management
- Extraction, processing and correlations of machine, process and lab data
- Building and servicing Digital Twins
- Advanced Data Analytics Tools
- Data-Analytics-as-a-Service
These are some scenarios which highlight the struggle to wrangle data into actionable insights:
- Two identical units behave completely differently, defying a simple physical explanation –currently interpreted solely based upon the gut feeling of individual operators and process engineers
- Your production runs differently after rain
- Data is stored in the depths of DCS without visibility or transparency
- Lab data is time-stamped when analysed – not when measured
- Engineers struggle to manually and painfully squeeze information out of data with their daily spreadsheet tools
- A shortage of advanced data analytics skills and training amongst dedicated staff
aixprocess has tackled these challenges head-on for over two decades. We have adopted data analytics best practices for daily use in process balancing and evaluation. Extracting, purging and organising data has become the standard, using advanced statistics for data-driven decisions. With digital twins built from historical and live data, we can detect unknown and sometimes surprising correlations between process parameters and KPIs.
We support our customers with:
- Best-in-class examples of data sampling and management
- Extraction, processing and correlations of machine, process and lab data
- Building and servicing Digital Twins
- Advanced Data Analytics Tools
- Data-Analytics-as-a-Service
Let us share our experience and data services to level up your production with our specialised expertise. Together, we can harness your hidden data to help guide your digital transformation journey. Your digital future will not wait.