Low reliability of flotation tank pH sensors, critical to the ore refining process, contribute to lower end-product quality.
Detect sensor issues among multiple correlated sensors for a process experiencing anomalies, even when all the time series data streams individually look fine
Immediately detection of issues relating to pH sensors. Enabling action before end-product quality is affected, saving millions of dollars each year.
Next steps: Expanded deployment of APERIO DataWise to permanently resolve the underlying issues causing data integrity issues on infra-structure, connectivity and instrumentation.