Rolling Element Bearing Fault Diagnosis for Complex Equipment Based on FIFD and PNN
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Failure Analysis and Prevention"
DOI: 10.1007/s11668-020-01072-9
Abstract: The bearing fault feature for complex equipment in early failure period is so weak and susceptible to complicated transmission path and random noise that it’s very difficult to be extracted, so Fast Iterative Filtering Decomposition… read more here.
Keywords: bearing fault; fault; complex equipment; pnn ... See more keywords
An Improved Fault Diagnosis Method Based on a Genetic Algorithm by Selecting Appropriate IMFs
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DOI: 10.1109/access.2019.2915366
Abstract: To solve the problem that fault diagnosis accuracy of complex equipment bearings is not high due to the complexity of its structure and the environment, a cooperative algorithm for fault diagnosis of complex equipment bearings… read more here.
Keywords: diagnosis; genetic algorithm; imf components; method ... See more keywords
Integrated Intelligent Green Scheduling of Predictive Maintenance for Complex Equipment based on Information Services
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DOI: 10.1109/access.2020.2977667
Abstract: As an important link to guarantee normal industrial production, equipment maintenance plays an increasingly key role in enhancing the competitiveness of enterprises and supporting green smart manufacturing. This paper aims to promote the implementation of… read more here.
Keywords: predictive maintenance; maintenance; complex equipment; maintenance complex ... See more keywords
Machine-Learning-Driven Digital Twin for Lifecycle Management of Complex Equipment
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DOI: 10.1109/tetc.2022.3143346
Abstract: The full life cycle management of complex equipment is considered fundamental to the intelligent transformation and upgrading of the modern manufacturing industry. Digital twin technology and machine learning have been emerging technologies in recent years.… read more here.
Keywords: digital twin; machine; machine learning; management ... See more keywords
Single-Exposure Optical Measurement of Highly Reflective Surfaces via Deep Sinusoidal Prior for Complex Equipment Production
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3185660
Abstract: Three-dimensional (3-D) measurement of metal surfaces is one of the fundamental tasks for product life-cycle management of complex equipment, which is meaningful but challenging due to its optical characteristics of high reflectivity. To reliably reconstruct… read more here.
Keywords: complex equipment; single exposure; sinusoidal prior; highly reflective ... See more keywords