7 citations · 8 across the 3 of their papers we have counts for
3 papers
Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis
Dilusha Weeraddana, Sudaraka MallawaArachchi, Tharindu Warnakula +2
Australian water infrastructure is more than a hundred years old, thus has begun to show its age through water main failures. Our work concerns approximately half a million pipelin…
Energy consumption forecasting using a stacked nonparametric Bayesian approach
Dilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O Neil +2
In this paper, the process of forecasting household energy consumption is studied within the framework of the nonparametric Gaussian Process (GP), using multiple short time series…
Utilizing machine learning to prevent water main breaks by understanding pipeline failure drivers
Dilusha Weeraddana, Bin Liang, Zhidong Li +5
Data61 and Western Water worked collaboratively to apply engineering expertise and Machine Learning tools to find a cost-effective solution to the pipe failure problem in the regio…