Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping.
Nils FinkeMarisa MohrAlexander LontkeMarwin ZüfleSamuel KounevRalf MöllerPublished in: RCIS (2021)
Keyphrases
- data driven
- case study
- recommender systems
- parameter estimation
- real world
- open source
- lessons learned
- design process
- manufacturing processes
- accurate estimation
- robust estimation
- estimation algorithm
- knowledge management
- quality control
- user preferences
- maximum likelihood estimation
- production planning
- probabilistic model
- learning algorithm