Keywords
Fields of Research (FoR)
Electrical energy transmission, networks and systems, Machine learning, Electrical energy generation (incl. renewables, excl. photovoltaics), Electrical energy storage, Control engineering, Power electronics, Photovoltaic power systems, Artificial intelligence not elsewhere classified, Distributed systems and algorithmsSEO tags
Biography
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Two funded PhD positions in AI-Driven Optimisation for Electrified Transport Fleets - available from January 2026
Help accelerate the global shift to electric mobility. This PhDs will build an AI-driven fleet-scheduling framework that learns from battery data in real time and optimises charging, operations and maintenance across large fleets.
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Two funded PhD positions in AI-Driven Optimisation for Electrified Transport Fleets - available from January 2026
Help accelerate the global shift to electric mobility. This PhDs will build an AI-driven fleet-scheduling framework that learns from battery data in real time and optimises charging, operations and maintenance across large fleets.
- First-class Honours/Masters (or equivalent) in Electrical/Computer Engineering, Computer Science, Applied Maths or related.
- Strong skills in AI techniques/ML/optimisation (Python/Matlab); familiarity with probabilistic modelling, time-series or control/power systems.
- Experience with batteries, EV/aviation systems, stochastic/robust optimisation, or IGDT.
- Send 1) CV, 2) transcripts, 3) a 1-page statement addressing fit and your most relevant project(s) to b.hredzak@unsw.edu.au with subject “PhD – AI Fleet Optimisation”.
Applications reviewed on a rolling basis until filled.
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My Grants
My recent grants:
- Cooperative Research Centre Projects (CRC-P) grant on “Electric conversion to fast track zero emissions commercial aviation”, (Lead investigator, 2023-26, A$3,000,000).
- UNSW Faculty Research Infrastructure Scheme on “Advanced battery testing and management systems”, (Lead investigator, 2023, A$149,976).
- Innovation Connections Grant on “Ground rig for testing of electric powerplant for aviation“, (Lead investigator, 2022-23, A$100,000).
- UNSW Digital Grid Futures Institute Grant on “Active balancing topologies for stationary energy storage Systems" (Lead investigator, 2022, A$50,000).
- Industry Research Grant on “Assessment of the most effective path forward for the BMS, SOC, and SOH development area”, (Partner investigator, 2020-22, A$505,000).
- Cooperative Research Centre Projects (CRC-P) grant on “Grid integration design of solar farm with hybrid energy storage system”, (Partner investigator, 2021-22, A$460,000).
- AMSI Intern Program Grant on “Concept design of powertrain ground rig“, (Lead investigator, 2021, A$20,500).
My Research Activities
My research interests include:
- Control and management of distributed renewable energy resources
- Power systems control and optimization
- Application of AI in power systems and distributed energy systems
- Reconfigurable and hybrid energy storage systems
- Advanced control systems for power electronic converters
- Renewable energy systems, smart grid
- Battery management systems
- Virtual power plants
My Research Supervision
Supervision keywords
Areas of supervision
- Control and management of distributed renewable energy resources
- Reconfigurable energy storage systems
- Hybrid energy storage technologies
- Advanced control systems for power electronics
- Renewable energy systems, smart grid
- Battery management systems
- Virtual power plants