Structural Prognostics and Health Management in Power & Energy Systems

Structural Prognostics and Health Management in Power & Energy Systems

The idea of preparing an Energies Special Issue on "Structural Prognostics and Health Management in Power & Energy Systems" is to compile information on the recent advances in structural prognostics and health management (SPHM). Continued improvements on SPHM have been made possible th...

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Bibliographic Details
Main Author: Wang, Dong (auth)
Other Authors: Zhang, Xiancheng (auth), Chen, Gang (auth), Correia, José A.F.O (auth), Qian, Guian (auth), Zhu, Shun-Peng (auth)
Format: Book Chapter
Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
empirical mode decomposition
underground powerhouse
sensitivity analysis
DNN
fault detection
neural networks
structural health monitoring
analysis mode decomposition
dynamic analysis of the structure
residual useful life
renewable energy
remaining useful life
retrofitting activities
wind turbine blade
optimized deep belief networks
strain prediction
offshore wind turbines
low frequency tail fluctuation
oil and gas platforms
supporting vector machine (SVM)
wave-structure interaction (WSI)
sifting stop criterion
probabilistic analyses of stochastic processes and frequency
mode mixing
non-probabilistic reliability index
data-driven
prognostics
turbine blisk
wind turbines
supervisory control and data acquisition system
fuzzy safety criterion
analysis-empirical mode decomposition
rotation of hydraulic generator
life cycle cost
health monitoring
reliability
wavelet decomposition
weighted regression
similarity-based approach
vibration transmission mechanism
wind and wave analysis
full-scale static test
deep learning
multioperation condition
extremum surface response method
lithium-ion battery
vibration test
lateral-river vibration
operational modal analysis
dynamic analysis
regeneration phenomenon
machine learning
prognostic and Health Management
offshore structures
NAR neural network
techno-economic assessments
stochastic subspace identification
vertical axis wind turbine
dynamic fuzzy reliability analysis
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Summary:The idea of preparing an Energies Special Issue on "Structural Prognostics and Health Management in Power & Energy Systems" is to compile information on the recent advances in structural prognostics and health management (SPHM). Continued improvements on SPHM have been made possible through advanced signature analysis, performance degradation assessment, as well as accurate modeling of failure mechanisms by introducing advanced mathematical approaches/tools. Through combining deterministic and probabilistic modeling techniques, research on SPHM can provide assurance for new structures at a design stage and ensure construction integrity at a fabrication phase. Specifically, power and energy system failures occur under multiple sources of uncertainty/variability resulting from load variations in usage, material properties, geometry variations within tolerances, and other uncontrolled variations. Thus, advanced methods and applications for theoretical, numerical, and experimental contributions that address these issues on SPHM are desired and expected, which attempt to prevent overdesign and unnecessary inspection and provide tools to enable a balance between safety and economy to be achieved. This Special Issue has attracted submissions from China, USA, Portugal, and Italy. A total of 26 submissions were received and 11 articles finally published.
Physical Description:1 electronic resource (218 p.)
ISBN:books978-3-03921-767-0
9783039217670
9783039217663
Access:Open Access

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