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Data Mining and Predictive Modeling for Condition-Based Maintenance

Leveraging advanced analytic technologies to improve defense logistics and sustainment operations

About this paper

Modern predictive maintenance solutions can provide unified data preparation, world-class prognostic/predictive modeling, and robust information sharing capabilities that are critical to successful CBM initiatives. Combined with proven analytic methodologies and processes, CBM initiatives can yield data-driven insights into the nature of equipment behavior and fleetwide equipment performance, enabling military logistics and sustainment organizations to make better-informed, fact-based decisions regarding specific maintenance and sustainment actions. Customer case examples are provided.

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