Saman Halgamuge

IMPARO: inferring microbial interactions through parameter optimisation.

Rajith Vidanaarachchi, Marnie Shaw, Sen-Lin Tang, Saman Halgamuge

Conference Proceedings  |  2020  |  BMC Molecular and Cell Biology

BACKGROUND: Microbial Interaction Networks (MINs) provide important information for understanding bacterial communities. MINs can ..

Extremum Seeking Control with Sporadic Packet Transmission for Networked Control Systems

U Premaratne, S Halgamuge, Y Tan, IMY Mareels

Journal article  |  2020  |  IEEE Transactions on Control of Network Systems

Extremum Seeking Control (ESC) is a data-driven optimization technique that can steer a dynamic plant towards an extremum of an un..

Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction

B Cao, J Zhao, Z Lv, Y Gu, P Yang, SK Halgamuge

Journal article  |  2020  |  IEEE Transactions on Fuzzy Systems

Fuzzy rough theory can describe real-world situations in a mathematically effective and interpretable way, while evolutionary neur..

A Physarum-Inspired Algorithm for Minimum-Cost Relay Node Placement in Wireless Sensor Networks

Yahui Sun, Daniel Rehfeldt, Marcus Brazil, Doreen Thomas, Saman Halgamuge

Journal article  |  2020  |  IEEE/ACM Transactions on Networking

Relay node placement, which aims to connect pre-deployed sensor nodes to base stations, is essential in minimizing the costs of wi..

A Decentralized Electric Vehicle Charge Scheduling Scheme for Tracking Power Profiles

Nanduni Nimalsiri, David Smith, Elizabeth Ratnam, Chathurika Mediwaththe, Saman Halgamuge

Conference Proceedings  |  2020  |  2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)

Electric vehicles (EVs) are flexible electric loads whose consumption can be shifted over time, and thus controlled charging of EV..

An Incentive-Compatible Energy Trading Framework for Neighborhood Area Networks With Shared Energy Storage

Chathurika P Mediwaththe, Marnie Shaw, Saman Halgamuge, David B Smith, Paul Scott

Journal article  |  2020  |  IEEE Transactions on Sustainable Energy

Here, a novel energy trading system is proposed for demand-side management of a neighborhood area network (NAN) consisting of a sh..

A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid

Nanduni I Nimalsiri, Chathurika P Mediwaththe, Elizabeth L Ratnam, Marnie Shaw, David B Smith, Saman K Halgamuge

Journal article  |  2020  |  IEEE Transactions on Intelligent Transportation Systems

Electric vehicles (EVs) are an eco-friendly alternative to vehicles with internal combustion engines. Despite their environmental ..

Exploring Computational Inference of Microbial Interactions and their Dynamics

R Vidanaarachchi, M Shaw, S Halgamuge

Conference Proceedings  |  2019  |  2019 14th Conference on Industrial and Information Systems (ICIIS)

Next Generation Sequencing has increased detailed studies of microbial communities. Understanding microbial interactions is crucia..

Estimating neuronal conductance model parameters using dynamic action potential clamp

Y Deerasooriya, G Berecki, D Kaplan, IC Forster, S Halgamuge, S Petrou

Journal article  |  2019  |  Journal of Neuroscience Methods

Parameterization of neuronal membrane conductance models relies on data acquired from current clamp (CC) or voltage clamp (VC) rec..

Experimental platform for measuring the impacts of different charging strategies on battery degradation

YY Beh, D Ripper, S Shiv Kumar, H Nam U, H Weeratunge, G Narsilio, S Halgamuge, J De Hoog, RR Kolluri

Conference Proceedings  |  2019  |  Proceedings of the Tenth ACM International Conference on Future Energy Systems

© 2019 Copyright held by the owner/author(s). There is increasing interest in the integration of battery energy storage systems al..