Student | Rehan Mohammad | Design, Modelling and Simulation - RMCRC
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16 Jun Student | Rehan Mohammad | Design, Modelling and Simulation

Posted at 05:38h in Predictive Maintenance, Students by
PhD students

Rehan Mohammad

Deakin University (Supervisor: Doug Creighton)

PhD topic – Intelligent data fusion and analytics framework

Rehan Mohammad

Research summary

Downer has built a digital platform called TrainDNA, which seeks to digitise data taken from internal and external train monitoring systems. This platform uses cognitive computing tools to display up-to-date information on train location and status. Building upon this platform, the data science capability was augmented using Deakin University research methodology to develop algorithms for predicting remaining useful life of Bogie components.

Expected completion date

August 2023

Key achievements

  • Reconstructed the wheel data for statistical analysis.
  • Identifying wheel features that has high impact on wheel diameter.
  • Implementing different models for better prediction of remaining wheel life.

No publications to-date

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