M. Kummu

Integrating machine learning failure probabilities and tracer-based infiltration indicators for sewer condition screening and asset management.

Wastewater utilities need transparent decision-support methods to prioritise sewer rehabilitation when CCTV inspection data are incomplete and groundwater infiltration creates operational and environmental burdens. Machine learning (ML) models are being trained on sewer inspection data to perform as modern asset-manage...