no code implementations • 29 Jun 2021 • Nandor Verba, Elena Gaura, Stephen McArthur, George Konstantopoulos, Jianzhoug Wu, Zhong Fan, Dimitrios Athanasiadis, Pablo Rodolfo Baldivieso Monasterios, Euan Morris, Jeffrey Hardy
SLES are often developed for a specific range of use cases and functions, and these match the specific requirements and needs of the community, location or site under consideration.
no code implementations • 30 May 2021 • Pablo R. Baldivieso Monasterios, Nandor Verba, Euan A Morris, Thomas Morstyn, George. C, . Konstantopoulos, Elena Gaura, Stephen McArthur
We propose a novel holistic approach to energy trading composed of a distributed predictive control framework to handle physical interactions, i, e., voltage constraints and power dispatch, together with a negotiation framework to determine pricing policies for energy transactions.
no code implementations • 13 Oct 2020 • Kojo Sarfo Gyamfi, James Brusey, Elena Gaura
We propose a differential radial basis function (RBF) network termed RBF-DiffNet -- whose hidden layer blocks are partial differential equations (PDEs) linear in terms of the RBF -- to make the baseline RBF network robust to noise in sequential data.
no code implementations • 25 Apr 2017 • James Brusey, Diana Hintea, Elena Gaura, Neil Beloe
Vehicle climate control systems aim to keep passengers thermally comfortable.
no code implementations • 24 Mar 2017 • Kojo Sarfo Gyamfi, James Brusey, Andrew Hunt, Elena Gaura
Under normality and homoscedasticity assumptions, Linear Discriminant Analysis (LDA) is known to be optimal in terms of minimising the Bayes error for binary classification.