A review of designs and applications of echo state networks

C Sun, M Song, S Hong, H Li - arXiv preprint arXiv:2012.02974, 2020 - arxiv.org
Recurrent Neural Networks (RNNs) have demonstrated their outstanding ability in sequence
tasks and have achieved state-of-the-art in wide range of applications, such as industrial …

Remaining useful life estimation for prognostics of lithium-ion batteries based on recurrent neural network

M Catelani, L Ciani, R Fantacci… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Prognostic and condition-based maintenance of lithium-ion batteries is a fundamental topic,
which is rapidly expanding since a long battery lifetime is required to ensure economic …

An innovative Data-Driven Reliability Life Cycle for complex systems

G Patrizi - 2022 - flore.unifi.it
In the last few years, the reliability assessment acquired a fundamental role in many
advanced technology applications. System downtime and unexpected failures massively …