Beyond Predictive Maintenance: How Causal Analytics Eliminates Recurring Failures Author: Marcos Augusto Burgos Saavedra   The Early Detection Approach A critical pump in the flotation process at a mining site begins showing subtle signs of bearing degradation. In a traditional maintenance environment, this issue would go unnoticed until catastrophic failure, resulting in flooding, production shutdown,

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