Policy, Markets and Consumers

Expertise across sustainable manufacturing, sustainable product development, life-cycle engineering and manufacturing, and closed-loop manufacturing. Extensive experience implementing renewable energy and energy storage solutions for the manufacturing industry.

An internationally leading capability in the storage, analytics, visualisation and security of data and models, with vast experience in delivering impactful systems and solutions across multiple domains.

World-leaders in developing efficient and effective processing and analysis techniques for large-scale data, especially graph/network data, geo-spatial data, streaming data and uncertain data.

Expertise in machine learning, data mining and deep learning. Leading in the field of multi-source data analytics, especially on the topics of information filtering and recommending, false online information detection, human activity recognition and prediction and human-machine interactions.

Using live and historical data we are conducting research into live energy consumption, generation and grid-side voltage and frequency to increase grid stability with increased uptake of distributed energy resources such as rooftop solar.

Offering a strategic, evidence-based and academically rigorous approach to issues stemming from the Consumer Data Right—a regulatory intervention through which customers can access anonymised data to compare and switch providers—to ensure compliance and the appropriateness of market responses.

Designing procedures and developing technologies to optimise energy conservation and renewable energies in communities across the world.

Developing the science behind legislative building codes and minimum energy performance standards in many locations around the world.

Using heat modulation and dissipation technologies to provide thermal comfort in buildings, without the use of air conditioning.

Mining actionable insights from the massive volumes of data in smart communities and using IoT and data analytics to facilitate smart digital health and energy systems.