Complex network modelling

We designed and constructed an unsupervised clustering algorithm that classified and clustered smart meter data into 3+ phases. The clustering was based on a custom distance metric we designed, and was implemented using standard libraries in the R programming environment. We demonstrated evidence that this approach could reduce the client’s processing time from weeks to minutes.