A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Water ingress detection in wastewater networks
A computer-implemented method for detecting water ingress at a wastewater asset of a wastewater network comprising receiving a first and a second set of time segments associated with a positive and a negative, respectively, rate of change of a time series ground water level dataset associated with the wastewater asset. A first set of time series rainfall data associated with the first set of time segments is applied to a trained machine learning (ML) model for predicting flow data. The model is trained on a training dataset comprising historical wastewater measurement data for the asset associated with the second set of time segments and a second set of time series rainfall data for the asset associated with the second set of segments. A set of flow delta data is calculated based on the difference between a set of measured flow data for the first set of segments and the predicted flow data. Water ingress is detected based on identifying those portions of the set of flow delta data associated with ingress. Further disclosed are apparatuses and systems utilising the method and a model trained by the method.
Water ingress detection in wastewater networks
A computer-implemented method for detecting water ingress at a wastewater asset of a wastewater network comprising receiving a first and a second set of time segments associated with a positive and a negative, respectively, rate of change of a time series ground water level dataset associated with the wastewater asset. A first set of time series rainfall data associated with the first set of time segments is applied to a trained machine learning (ML) model for predicting flow data. The model is trained on a training dataset comprising historical wastewater measurement data for the asset associated with the second set of time segments and a second set of time series rainfall data for the asset associated with the second set of segments. A set of flow delta data is calculated based on the difference between a set of measured flow data for the first set of segments and the predicted flow data. Water ingress is detected based on identifying those portions of the set of flow delta data associated with ingress. Further disclosed are apparatuses and systems utilising the method and a model trained by the method.
Water ingress detection in wastewater networks
AEDAN BEATTY (author) / BRIAN JOSEPH MOLONEY (author)
2024-10-09
Patent
Electronic Resource
English
IPC:
E03F
SEWERS
,
Abwasserkanäle
/
G06Q
Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke
,
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
Foiling water ingress in Swiss road tunnels
| Tema Archive | 1987
Chloride Ingress into Concrete under Water Pressure
| British Library Conference Proceedings | 2011
Electrical receptacle mounting preventive of water ingress
| European Patent Office | 2019