2024
DOI: 10.1177/25726668241275434
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Implementing Gaussian process modelling in predictive maintenance of mining machineries

Zhixuan Shao,
Mustafa Kumral

Abstract: Mining machinery constitutes essential assets for a mining corporation. Due to economies of scale, technological innovations and stringent quality and safety requirements, the size, complexity, functionality and diversity of industrial machinery have expanded markedly over the last two decades. This growth has increased sensitivity to machine availability and reliability. Mining operations install comprehensive maintenance units tasked with inspection, repair, replacement and inventory management for the machi… Show more

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