Search Results for author: Abiodun Ayodeji

Found 2 papers, 1 papers with code

An empirical evaluation of attention-based multi-head models for improved turbofan engine remaining useful life prediction

1 code implementation4 Sep 2021 Abiodun Ayodeji, Wenhai Wang, Jianzhong Su, Jianquan Yuan, Xinggao Liu

The results presented in this study demonstrate the importance of multi-head models and attention mechanisms to an improved understanding of the remaining useful life of industrial assets.

Time Series Analysis

Recurrent neural network based decision support system

no code implementations5 Oct 2019 Abiodun Ayodeji, Yong-kuo Liu

In this work, we present a technique to develop a fault diagnostic decision support using recurrent neural network and Principal Component Analysis (PCA).

Decision Making

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