Health Assessment for RUL Prediction of Machinery Components Using Low-Sampling Temporal Signals: A Condensed Image Coding Approach
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3249224
Abstract: An effective health assessment guarantees the high accuracy of remaining useful life (RUL) prediction of machinery components. The key to health assessment is the health indicator (HI) of machinery components, which are generally constructed by… read more here.
Keywords: health; machinery components; rul prediction; prediction ... See more keywords
A novel HI construction method based on healthy-state data training for rotating machinery components
Sign Up to like & getrecommendations! Published in 2024 at "Structural Health Monitoring"
DOI: 10.1177/14759217241279784
Abstract: In predictive maintenance for rotating machinery components, constructing health indicators is crucial for improving operational efficiency and extending the equipment lifespan. However, traditional processes of building health indicators face two significant challenges: the high cost… read more here.
Keywords: machinery components; state data; health; rotating machinery ... See more keywords
Industrial Machinery Components Classification: A Case of D-S Pooling
Sign Up to like & getrecommendations! Published in 2023 at "Symmetry"
DOI: 10.3390/sym15040935
Abstract: Industries are increasingly shifting towards unmanned and intelligent systems that require efficient processing and monitoring of structures across various applications, ranging from machine manufacturing to waste disposal. In order to achieve the goal of intelligent… read more here.
Keywords: machinery components; classification; classification case; industrial machinery ... See more keywords