Institusjon: Norges miljø- og biovitenskapelige universitet (NMBU)

Prosjekttype: phd

Prosjektleder/veileder navn: Harsha Ratnaweera:

Master/PhD/PostDoc student navn: Duo Zhang

Formål / Sammendrag:

Use Internet of Things to monitor and control sewer system

Improve sewer control use Machine Learning and Deep Learning

Hydraulic simulation of sewer system


Zhang D., Ratnaweera H. Martinsen M. “Performance of wastewater treatment plants in cold climate of Norway” EWA Conference Water management: Challenges in cold climate

Zhang D., Teimouri M., Popov I., Lindholm G., and and Ratnaweera H. “Web based GIS + GPS tracking application for sewer inspection robot” IWA Specialist Conference Advances in particle science and separation: Meeting tomorrow’s challenges

Zhang D. and Ratnaweera H. «Optimising Particle Separation with CFD» IWA Specialist Conference “Advances in particle science and separation: from mm to nm scale and beyond”

«Manage Sewer In-line Storage Control using Hydraulic Model and Recurrent Neural Network” (submitted)

“Classification and Management of Sewer System using Hydraulic Model and Machine Learning” (submitted)

“Reduce Wastewater Treatment Plant Overflow Use Inter Catchment Transfer: Case Study from Norway with Multiple Models” (manuscript in preparation)

“Use Deep Learning Enhance Internet of Things for Combined Sewer Overflow Monitoring” (manuscript in preparation)