Efficient risk assessment method can increase the sewer network performance. A new probabilistic risk assessment model was developed using Bayesian Networks. Both structural and hydraulic failures have been included in the model. Probability and consequences of failure values was integrated using FIS. Proposed model can assist wastewater agencies to detect risky sewer pipelines.