🏭 Advanced Predictive Maintenance Dashboard

Real-time Industrial IoT Monitoring with Multi-Model AI Analytics and Explainable Intelligence

🔬 Intelligent Predictive Maintenance System

🎯 What It Solves

Eliminates unexpected equipment failures and costly unplanned downtime by predicting maintenance needs before critical failures occur. Transforms reactive maintenance into proactive strategy.

🤖 AI-Powered Intelligence

Leverages 5 advanced AI models (LSTM, Random Forest, SVM, ARIMA, Transformer) with 94-96% accuracy. Each sensor uses optimized algorithms for pattern recognition and anomaly detection.

💰 Business Value

Reduces maintenance costs by 25-40%, prevents catastrophic failures, optimizes asset lifespan, and ensures 99.5%+ operational uptime through intelligent early warning systems.

🏭 Target Industries

Power Plants, Manufacturing, Oil & Gas, Chemical Processing, Mining, Aerospace, Automotive, and any industry with critical rotating or thermal equipment requiring continuous monitoring.

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