4 papers
Optimising Parameters in Recurrence Quantification Analysis of Smart Energy Systems
Georgios Giasemidis, Danica Vukadinovic Greetham
Recurrence Quantification Analysis (RQA) can help to detect significant events and phase transitions of a dynamical system, but choosing a suitable set of parameters is crucial for…
Energy Disaggregation for SMEs using Recurrence Quantification Analysis
Laura Hattam, Danica Vukadinovic Greetham
Energy disaggregation determines the energy consumption of individual appliances from the total demand signal, which is recorded using a single monitoring device. There are varied…
Green neighbourhoods in low voltage networks: measuring impact of electric vehicles and photovoltaics on load profiles
Laura Hattam, Danica Vukadinovic Greetham
In the near future various types of low-carbon technologies (LCTs) are expected to be widely employed throughout the United Kingdom. However, the effect that these technologies wil…
In the mood: the dynamics of collective sentiments on Twitter
Nathaniel Charlton, Colin Singleton, Danica Vukadinović Greetham
We study the relationship between the sentiment levels of Twitter users and the evolving network structure that the users created by @-mentioning each other. We use a large dataset…