Problems

Prediction of coal ash concentration

Irregular feed stock and non-stationary sensor data

Objective: improve product quality

Incompatibility of coal batch ash content with client requirements

No operational data on ash content in concentrate

Application for ash content analysis

Decision

Application for ash content analysis
Distribution of coal by ash content in bunkers

Shows distribution layers of ash content in concentrate in individual bunkers

Determines and displays ash content in concentrate in real time

Recommends sequence of product delivery depending on quality requirements

Result

-20%
Reduction in batches of low quality product

92%

Prediction accuracy

Industrial AI for metals & mining
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Merlin Place, Milton Road, Cambridge, United Kingdom, CB4 0DP
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