Bayesian-Based Predictive Analytics for Manufacturing Performance Metrics in the Era of Industry 4.0
Produktinformationen "Bayesian-Based Predictive Analytics for Manufacturing Performance Metrics in the Era of Industry 4.0"
The research in this dissertation proposes Bayesian-based predictive analytics for modeling and prediction of the manufacturing metrics such as cutting force, tool life and reliability in the technological era of Industry 4.0. Bayesian statistics is a probabilistic method, which can quantify and minimize manufacturing process uncertainties. The Bayesian method combines previous knowledge about the manufacturing models with experimental data to predict the manufacturing metrics.
| Autor: | Salehi, Mehdi |
|---|---|
| ISBN: | 9783731509080 |
| Verlag: | KIT Scientific Publishing |
| Sprache: | Englisch |
| Seitenzahl: | 220 |
| Produktart: | Kartoniert / Broschiert |
| Erscheinungsdatum: | 10.10.2019 |
| Verlag: | KIT Scientific Publishing |
| Schlagworte: | Bayesian Statistics Bayesianische Statistik Fertigungstechnik Industrie 4.0 Industry 4.0 Machine Tools Manufacturing technology Predictive Analytics Prädiktive Analyse Werkzeugmaschinen |