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Unraveling Fundamental Properties of Power System Resilience Curves using Unsupervised Machine Learning. (arXiv:2310.10030v2 [cs.LG] UPDATED)
cs.LG updates on arXiv.org arxiv.org
The standard model of infrastructure resilience, the resilience triangle, has
been the primary way of characterizing and quantifying infrastructure
resilience. However, the theoretical model merely provides a one-size-fits-all
framework for all infrastructure systems. Most of the existing studies examine
the characteristics of infrastructure resilience curves based on analytical
models constructed upon simulated system performance. Limited empirical studies
hindered our ability to fully understand and predict resilience characteristics
in infrastructure systems. To address this gap, this study examined over 200
resilience …
arxiv framework infrastructure machine machine learning power resilience standard studies systems unsupervised unsupervised machine learning