68 citations · 74 across the 3 of their papers we have counts for
5 papers
Review of Low Voltage Load Forecasting: Methods, Applications, and Recommendations
Stephen Haben, Siddharth Arora, Georgios Giasemidis +2
The increased digitalisation and monitoring of the energy system opens up numerous opportunities to decarbonise the energy system. Applications on low voltage, local networks, such…
Modelling the Demand and Uncertainty of Low Voltage Networks and the Effect of non-Domestic Consumers
Georgios Giasemidis, Stephen Haben
The increasing use and spread of low carbon technologies are expected to cause new patterns in electric demand and set novel challenges to a distribution network operator (DNO). In…
Short Term Load Forecasts of Low Voltage Demand and the Effects of Weather
Stephen Haben, Georgios Giasemidis, Florian Ziel +1
Short term load forecasts will play a key role in the implementation of smart electricity grids. They are required to optimise a wide range of potential network solutions on the lo…
A Genetic Algorithm Approach for Modelling Low Voltage Network Demands
Georgios Giasemidis, Stephen Haben, Tamsin Lee +2
Distribution network operators (DNOs) are increasingly concerned about the impact of low carbon technologies on the low voltage (LV) networks. More advanced metering infrastructure…
A hybrid model of kernel density estimation and quantile regression for GEFCom2014 probabilistic load forecasting
Stephen Haben, Georgios Giasemidis
We present a model for generating probabilistic forecasts by combining kernel density estimation (KDE) and quantile regression techniques, as part of the probabilistic load forecas…