公开(公告)号：US20210088369A1

公开(公告)日：2021-03-25

申请号：US17031091

申请日：2020-09-24

申请人： ADS LLC

发明人： Daniel Redmond

IPC分类号： G01F15/06 ,  E03F3/00 ,  G06N20/00 ,  G01F1/86

摘要： One or more techniques and/or systems are disclosed for detecting the presence or formation of a blockage in a sewer system using a machine learning (ML) model. The ML model may be trained using a supervised learning method; and may be used to analyze various inputs from a sewer system to automatically sense developing sewer blockages. The systems and techniques described herein may also indicate the type of blockage that is forming, such as silt accumulation; sediment buildup; ragging; root intrusion; fats, oils, and grease (FOG), etc.) prior to a full blockage to allow preventative cleaning operations.