Saman Halgamuge

Feasibility and performance analysis of hybrid ground source heat pump systems in fourteen cities

Hansani Weeratunge, Gregorius Riyan Aditya, Simon Dunstall, Julian de Hoog, Guillermo Narsilio, Saman Halgamuge

Journal article  |  2021  |  ENERGY

Ground source heat pump systems (GSHP) for residential building heating, cooling, and hot water are highly energy efficient but ca..

QoE-Aware Traffic Aggregation Using Preference Logic for Edge Intelligence

Pingping Tang, Yuning Dong, Yin Chen, Shiwen Mao, Saman Halgamuge

Journal article  |  2021  |  IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Traffic flows with different requirements of quality of service (QoS requirements) are aggregated into different QoS classes to pr..

Real-time conversion of inertial measurement unit data to ankle joint angles using deep neural networks

Damith Senanayake, Saman Halgamuge, David C Ackland

Journal article  |  2021  |  JOURNAL OF BIOMECHANICS

Joint angle quantification from inertial measurement units (IMUs) is commonly performed using kinematic modelling, which depends o..

Coordinated charging and discharging control of electric vehicles to manage supply voltages in distribution networks: Assessing the customer benefit

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

Journal article  |  2021  |  APPLIED ENERGY

Increased worldwide uptake of Electric Vehicles (EVs) accentuates the need for developing coordinated EV charging and discharging ..

Finding Group Steiner Trees in Graphs with both Vertex and Edge Weights

Yahui Sun, Xiaokui Xiao, Bin Cui, Saman Halgamuge, Theodoros Lappas, Jun Luo

Journal article  |  2021  |  PROCEEDINGS OF THE VLDB ENDOWMENT

Given an undirected graph and a number of vertex groups, the group Steiner tree problem is to find a tree such that (i) this tree ..

Dynamic Relocation of Aerial Firefighting Resources to Reduce Expected Wildfire Damage

Nicholas Davey, Simon Dunstall, Saman Halgamuge

Book Chapter  |  2021

Coordinated Charge and Discharge Scheduling of Electric Vehicles for Load Curve Shaping

NI Nimalsiri, EL Ratnam, DB Smith, CP Mediwaththe, SK Halgamuge

Journal article  |  2021  |  IEEE Transactions on Intelligent Transportation Systems

In this paper, we propose two decentralized Electric Vehicle (EV) charge scheduling schemes for shaping the load curve of resident..

Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization.

Damith A Senanayake, Wei Wang, Shalin H Naik, Saman Halgamuge

Journal article  |  2020  |  IEEE Trans Neural Netw Learn Syst

Nonparametric dimensionality reduction techniques, such as t-distributed Stochastic Neighbor Embedding (t-SNE) and uniform manifol..

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..