Active Incremental Learning for Health State Assessment of Dynamic Systems With Unknown Scenarios
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3181187
Abstract: This article is concerned with the data-driven health state assessment task with unknown scenarios. Unknown scenarios are inaccessible in the stage of model training but they can appear unexpectedly during the running stage. A new… read more here.
Keywords: active incremental; incremental learning; health state; state assessment ... See more keywords
An Evidential Reasoning Rule-Based Quality State Assessment Method of Complex Systems Considering Feature Selection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3267351
Abstract: Quality state assessment (QSA) is a top priority to ensure the quality and reliability of complex system repairs. In complex systems, a large number of features can reflect complex nonlinear associations with multiple information sources.… read more here.
Keywords: rule; complex systems; state assessment; quality state ... See more keywords
An AI-Empowered Framework for Cross-Layer Softwarized Infrastructure State Assessment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2022.3161872
Abstract: Network softwarization technologies challenge legacy fault management systems. Coordination and dependency among different novel software components for orchestration, switching, virtual machine and container management creates novel monitoring points, besides novel sources of faults, bugs and… read more here.
Keywords: network; state; framework; softwarized infrastructure ... See more keywords
Health State Assessment of Industrial Equipment Driven by the Fusion of Digital Twin Model and Intelligent Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7324121
Abstract: Equipment health state assessment is of great significance to improve the efficiency of industrial equipment maintenance support and realize accurate support. Using the method driven by the fusion of digital twin model and intelligent algorithm… read more here.
Keywords: state assessment; health state; equipment; model ... See more keywords