Browsing School of Engineering and Sustainable Development by Author "Yang, Yingjie"

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Canonical variate residuals-based contribution map for slowly evolving faults

Li, Xiaochuan; Yang, Xiaoyu; Yang, Yingjie; Bennett, Ian; Collop, Andy; Mba, David (Article)

The superior performance of canonical variate analysis (CVA) for fault detection has been demonstrated by a number of researchers using simulated and real industrial data. However, applications of CVA to fault identification ...
A novel multi-information fusion grey model and its application in wear trend prediction of wind turbines

Yang, Xiaoyu; Fang, Zhigeng; Yang, Yingjie; Mba, David; Li, Xiaochuan (Article)

The small and fluctuating samples of lubricating oil data render the wear trend prediction a challenging task in operation and maintenance management of wind turbine gearboxes. To deal with this problem, this paper puts ...