U

University of Sydney

Postdoctoral Research Associate in Carbon-Neutral Demand Forecasting

Academic & Institutional ResearchUpdated on Nov 12
Full-timeSydney NSW, Australia

About the Job

Requirements

  • A PhD or near completion in power and energy systems, process systems engineering, industrial decarbonisation, energy economics, or a related discipline is required.
  • Strong expertise in at least one of demand modelling, energy systems optimisation, agent-based modelling, or techno-economic forecasting is required.
  • Proficiency in scientific programming is required; Julia, Python, or Matlab are preferred.
  • Competence in data analysis and probabilistic modelling techniques is required.
  • Experience with energy modelling tools is required; knowledge of Plexos is a plus.
  • Ability to conduct high-quality research independently and in collaborative settings is required.
  • Experience writing and publishing research in international peer-reviewed journals is required.
  • Strong verbal and written communication skills are required.

Responsibilities

  • Develop, implement, and maintain an agent-based and engineering-driven demand forecasting framework within the DEEPSyM-Grid platform.
  • Undertake scenario-based analysis and quantify uncertainty in demand projections, including policy settings and technology adoption.
  • Engage with industry stakeholders, including Mitsubishi Heavy Industries and other project partners, to co-design and validate modelling assumptions and outputs.
  • Align demand modelling with supply-side system planning tools such as PLEXOS in collaboration with industry partners.
  • Disseminate research through journal articles, conference papers, workshops, and policy briefings.

Desired Qualifications

  • Prior experience working with industry or government stakeholders is desirable.

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