ML4Industry Energy Blog
Insights, tutorials, and case studies on machine learning for energy applications
Posts tagged with "machine learning"
From an Avalanche of Alerts to a Dialogue of Diagnosis: The C101 Compressor Story
We analyzed over 242,000 sensor records from a critical compressor, transforming a constant stream of noisy alerts into a clear, diagnostic language. This is the story of how we used machine learning to discover the hidden 'fingerprints' of inefficiency and failure, creating a data-driven roadmap to proactive maintenance and quantifiable business impact.
2025-09-10
Anomaly DetectionPredictive MaintenanceIndustrial AIMachine LearningCompressor MonitoringAsset Performance Management
The Ultimate Machine Learning Cheat Sheet for Non-Specialists
Demystifying machine learning concepts in plain English - a comprehensive guide that breaks down complex ML terminology and models into practical insights anyone can understand.
2025-05-19
machine learningdata sciencebeginners guidetech educationdata analytics