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Published in 2025 at "Statistics in Medicine"
DOI: 10.1002/sim.70323
Abstract: Degradation models are commonly used in engineering to analyze the deterioration of systems over time. These models offer an alternative to standard longitudinal methods as they explicitly account for within‐subject temporal variability through a latent…
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Keywords:
wiener process;
degradation models;
degradation;
amyotrophic lateral ... See more keywords
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Published in 2018 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2017.10.002
Abstract: Abstract Within electrified vehicle powertrains, lithium-ion battery performance degrades with aging and usage, resulting in a loss in both energy and power capacity. As a result, models used for system design and control algorithm development…
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Keywords:
degradation;
degradation models;
model;
battery ... See more keywords
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Published in 2020 at "Energy"
DOI: 10.1016/j.energy.2020.118228
Abstract: Abstract Battery degradation cost is one of the major concerns when designing energy management strategies of DC microgrids. However, many battery degradation models used in the previous works are over-simplified and the effectiveness of which…
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Keywords:
degradation models;
battery;
energy management;
energy ... See more keywords