Proactive asset maintenance actions before an asset breaks is more efficient and cost-effective than fixing it after it breaks. Plant Maintenance Manager facilitates with predictive analytical model to manage preventive asset maintenance process to eliminate unplanned asset down time and provides option to raise work order to fix the problem leading to the downtime of the asset.