DataFunTalk

Jul 11, 2022 · Big Data

Predictive Maintenance (PdM): Value, Technical Roadmaps, Time‑Series Database Selection, and Real‑World Cases

This article explores the value and evolution of predictive maintenance (PdM), outlines common technical approaches—including signal processing, mechanism + big‑data, digital twin, and AI—examines time‑series database choices such as MatrixDB, presents case studies and practical insights, and concludes with reflections on industrial digital transformation.