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This postdoctoral fellowship sits within the Regulatory Tools team in the Energy Business Unit, which maintains and develops AccuRate, the benchmark software used for the Nationwide House Energy Rating Scheme (NatHERS). Improving the energy performance of residential buildings is critical to achieving net zero emissions by 2050. HVAC systems are central to delivering energy‑efficient, healthy and comfortable homes. In this role, you will work closely with the team to develop a robust framework for sizing HVAC systems for Australian residential buildings and implement it in AccuRate Home (the NatHERS Whole‑of‑Home benchmark tool). This work will strengthen household energy consumption estimates, support practical appliance selection, and help industry deliver more comfortable and energy‑efficient homes, contributing to CSIRO’s role in supporting the Australian Government’s 2050 emissions reduction targets.
Job Responsibility:
Conduct innovative, impactful research of strategic importance to CSIRO
Identify and progress opportunities for scientific innovation and new research directions
Undertake a comprehensive literature review of HVAC systems used in Australian residential buildings, including heat recovery systems
Develop methodologies for modelling heat recovery ventilation systems and HVAC sizing
Implement HVAC sizing and heat recovery ventilation modelling within the Chenath engine
Develop practical guidelines for refining HVAC sizing for residential buildings in Australia
Actively participate in professional development to build capability as an independent researcher
Requirements:
A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline such as thermal engineering, mechanical engineering or architecture
Background in mechanical engineering or building science, with demonstrated experience in building thermal performance simulation
Demonstrated experience analysing large data sets
High‑level written and verbal communication skills, including the ability to present research outcomes to internal and external audiences
A strong publication record in peer‑reviewed journals or equivalent scientific outputs
Evidence of scientific creativity and the ability to apply novel ideas to research challenges
To be eligible for this role you must have no more than three years (full‑time equivalent) of relevant research experience