Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning (2022)
Journal Article
Fan. (2022). Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning. Applied Energy, https://doi.org/10.1016/j.apenergy.2022.119151

To reduce global greenhouse gas emissions, the world must find intelligent solutions to maximise the utilisation of carbon-free renewable energy sources. In this paper, multi-agent reinforcement learning is used to control a microgrid in a mixed coop... Read More about Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning.

Can edge waves be generated by wind? (2022)
Journal Article
Shrira, V. I., Sheremet, A., Troitskaya, Y. I., & Soustova, I. A. (2022). Can edge waves be generated by wind?. Journal of Fluid Mechanics, 934, 1-36. https://doi.org/10.1017/jfm.2021.1141

Edge waves, the infragravity waves trapped by near-shore topography, are important in morphodynamics and flooding on mildly sloping beaches. Edge waves are usually generated by swell via triad interactions. Here, we examine the possibility that edge... Read More about Can edge waves be generated by wind?.

A mechanism to promote social behaviour in household load balancing (2020)
Journal Article
(2020). A mechanism to promote social behaviour in household load balancing. Artificial Life, https://doi.org/10.1162/isal_a_00290

Reducing the peak energy consumption of households is essential for the effective use of renewable energy sources, in order to ensure that as much household demand as possible can be met by renewable sources. This entails spreading out the use of hig... Read More about A mechanism to promote social behaviour in household load balancing.