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Title:

PhD: Improving the Reliability of Streamflow and Water Level Forecasting Using Artificial Intelligence Techniques

Advertiser:

Federation University & Snowy Hydro Ltd

Location:

Mt Helen (Ballarat) or Churchill (Gippsland) campus, Victoria

Federation University is pleased to partner with Snowy Hydro Limited to offer a PhD scholarship in the project titled ‘Improving the Reliability of Streamflow and Water Level Forecasting using Artificial Intelligence Techniques’.

  • Stipend: $ 30,000 per calendar year paid fortnightly
  • Top-Up: $ 5,000 per calendar year
  • Project support: $ 4,500 (over three years)
  • Funding length: 3 years (only, no extensions permitted)

Research project outline

This research proposes investigation and use of artificial intelligence techniques to develop robust predictive methodology for streamflow and water level based on currently collected time-series data.

The project will also look at developing or refining an information management system that facilitates collection and management of the time-series data specifically for robust prediction. Research will include a comprehensive sensitivity analysis to compare current Snowy Hydro methods with the newly developed methods, and to validate and increase confidence in the proposed technique(s).

It is expected the research student would spend periods of time at Snowy Hydro offices and field sites to ensure a sound understanding of both the physical hydrologic systems and also the associated monitoring and information systems Snowy Hydro rely on and use. Time will also be spent to understand the current predictive models that Snowy Hydro use so that appropriate comparison can be made to the new methods and techniques developed.

How to apply:

View details

Date published:

29-Jul-2021

Closing date:

Open until filled