activity
20172022
most citedLinear classifier design under heteroscedasticity in Linear Discriminant Analysis

29 citations · 33 across the 5 of their papers we have counts for

collaborators

7 papers

cs.NI2022★ 2 cited

Cyber-physical components of an autonomous and scalable SLES

Nandor Verba, Pablo Baldivieso-Monasterios, Siyuan Dong +6

Adding renewable energy sources and storage units to an electric grid has led to a change in the way energy is generated and billed. This shift cannot be managed without a unified…

eess.SY2021

The energy revolution: cyber physical advances and opportunities for smart local energy systems

Nandor Verba, Elena Gaura, Stephen McArthur +7

We have designed a two-stage, 10-step process to give organisations a method to analyse small local energy systems (SLES) projects based on their Cyber Physical System components i…

eess.SY2021

Incorporating forecasting and peer-to-peer negotiation frameworks into a distributed model predictive control approach for meshed electric networks

Pablo R. Baldivieso Monasterios, Nandor Verba, Euan A Morris +5

Continuous integration of renewable energy sources into power networks is causing a paradigm shift in energy generation and distribution with regards to trading and control; the in…

cs.LG2020

Differential radial basis function network for sequence modelling

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 -…

cs.NI2017★ 2 cited

Proof of Concept of Wireless TERS Monitoring

Michael Allen, Elena Gaura, Ross Wilkins +3

Temporary earth retaining structures (TERS) help prevent collapse during construction excavation. To ensure that these structures are operating within design specifications, load f…

cs.AI2017

Reinforcement Learning-based Thermal Comfort Control for Vehicle Cabins

James Brusey, Diana Hintea, Elena Gaura +1

Vehicle climate control systems aim to keep passengers thermally comfortable. However, current systems control temperature rather than thermal comfort and tend to be energy hungry,…