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The ARC Training Centre for
Transforming Maintenance through Data Science
Gabriel Jesus Gonzalez
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Gabriel Jesus Gonzalez

PhD Student

Gabriel is an engineer with a demonstrated history of working in the mining & metals industry. He is passionate about asset management, reliability engineering and technology.

Gabriel completed his studies in Acoustic Engineering and Data Science. He has worked with Komatsu in Chile, where he was responsible for conducting feasibility studies for introducing automated data-driven processes for assets health and condition assessment.

Gabriel is completing his PhD under the supervision of Dr Aloke Phatak (Curtin) at Curtin University.

Gabriel research will provide advanced technological tools for establishing inspection intervals. Optimal inspection intervals can be deployed as maintenance policies that will:

  1. Reduce the total cost of ownership of assets;
  2. Reduce the exposure of personnel to hazardous environments; and
  3. Simplify maintenance operations by reducing the workload on planners and schedulers.

Gabriel industry placement have been with BHP and Alcoa.

At BHP Nickel West Gabriel built a Dashboard in SPOTFIRE for the Maintenance Planning supervisor and team, with real time insight into the planning process. The dashboard leveraged MWO risk ranking to display different views of the planning process. A secondary benefit is the combination of the equipment criticality analysis and the original MWO risk ranking to escalate the risk of MWOs that have been on the backlog a long time to appropriately place the MWO in the current backlog.

At Alcoa Gabriel completed a project examining the frequency of pipe inspection intervals. The frequency with which pipe thickness measurements are made is a trade-off between risk of failure and the cost of making the ultrasonic thickness measurements. If the frequency can be reduced without reducing risk, significant cost-savings can be achieved. His work produced measurable cost savings and influenced the topic of his PhD.

**PHD Research -**Risk-Based Inspection Interval Estimation: A Practical Approach

A Western Australian operator has more than three thousand units of pipes across one of their multiple industrial facilities. This complex pipeline system transports different fluids through the production process.

Because of the nature of the process, pipes degrade and are vulnerable to undesirable events such as leaks (Zhang et al., 2012). Therefore, in order to control and prevent these events, an inspection program is carried out by tracking the remaining wall thickness of each unit. Trained specialists examine each pipe by means of ultrasonic gauges and afterward storing the measurements into a maintenance database.

Gabriel research will provide advanced technological tools for establishing inspection intervals. Optimal inspection intervals can be deployed as maintenance policies that will:• Reduce the total cost of ownership of assets;
• Reduce the exposure of personnel to hazardous environments; and
• Simplify maintenance operations by reducing the workload on planners and schedulers.

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  • Wednesday 25 October 2023
    This month's newsletter focuses on the activities in October and includes an update on CTMTDS Director, Andrew Rohl, has been up to while on academic study leave in the UK. IN THE SPOTLIGHT # Congratulations to Research Fellow Sirui Li, who donned academic robes and received her PhD at Murdoch University's graduation...
  • Thursday 7 September 2023
    This month's newsletter focuses on the activities in September including a teaching award and two publications. IN THE SPOTLIGHT # Congratulations to A/Prof Adriano Polpo on receiving the Science and Engineering School Excellence in Teaching Award. It has been a difficult time to teach over the last couple of years with online...
  • Friday 30 June 2023
    This newsletter focuses on the activities of the Centre during May and June; a busy time for preparing and participating in the 26th World Mining Congress in Brisbane TEAM NEWS # BHP MECoE and CTMDS researchers from Perth that travelled to the World Mining Congress took the opportunity to catch up in...
  • Tuesday 31 May 2022
    This month's newsletter focuses on Research Theme 2 - Support the Engineer. IN THE SPOTLIGHT # Congratulations to Braden Thorne on his paper "Reservoir time series analysis: Using the response of complex dynamical systems as a universal indicator of change", which was selected as an Editor's Pick in the journal Chaos: An...
  • Tuesday 11 January 2022
    Welcome to an update on CTMTDS activities Aug - Dec 2021. Team Updates # Changes to the members of the Centre in the second six months of 2021: One new PhD student, Chau Nguyen, joined the Centre in October. Chau will complete his PhD at UWA within Theme 1 supervised by Tim French...
  • Wednesday 18 August 2021
    Welcome to an update on CTMTDS activities Jan - Jun 2021. Team Updates # Changes to the members of the Centre in the first six months of 2021 include welcoming: Two new PhD students: Sandy Spiers joined the Centre in February. Sandy will complete his PhD at Curtin University within Theme 3, supervised by...