Abstract: A computer-implemented method and system for determining placement of a sensor component on a utility pipe. Data relating to the utility pipe is inputted which is processed to generate one or more variables. One or more models are trained, via the one or more variables, to produce an output indicative of a likelihood of failure variable associated with the utility pipe from each model. The outputs from all models are preferably combined into an ensemble output indicative of a likelihood of failure associated with the utility pipe. A consequence of failure variable associated with the utility pipe is determined preferably utilizing a plurality of weighted variables. A sensor placement determinative variable is then determined contingent upon the ensemble output and the consequence of failure variable associated with the utility pipe.
Type:
Application
Filed:
June 2, 2023
Publication date:
October 5, 2023
Applicant:
Voda, Inc.
Inventors:
Kosmas Karadimitriou, Yun Yue, George Demosthenous, James C. Fitchett
Abstract: A computer-implemented method and system for determining placement of a sensor component on a utility pipe. Data relating to the utility pipe is inputted which is processed to generate one or more variables. One or more models are trained, via the one or more variables, to produce an output indicative of a likelihood of failure variable associated with the utility pipe from each model. The outputs from all models are preferably combined into an ensemble output indicative of a likelihood of failure associated with the utility pipe. A consequence of failure variable associated with the utility pipe is determined preferably utilizing a plurality of weighted variables. A sensor placement determinative variable is then determined contingent upon the ensemble output and the consequence of failure variable associated with the utility pipe.
Type:
Grant
Filed:
October 13, 2020
Date of Patent:
July 18, 2023
Assignee:
Voda, Inc.
Inventors:
Kosmas Karadimitriou, Yun Yue, George Demosthenous, James C. Fitchett
Abstract: A computer-implemented method and system for determining placement of a sensor component on a utility pipe. Data relating to the utility pipe is inputted which is processed to generate one or more variables. One or more models are trained, via the one or more variables, to produce an output indicative of a likelihood of failure variable associated with the utility pipe from each model. The outputs from all models are preferably combined into an ensemble output indicative of a likelihood of failure associated with the utility pipe. A consequence of failure variable associated with the utility pipe is determined preferably utilizing a plurality of weighted variables. A sensor placement determinative variable is then determined contingent upon the ensemble output and the consequence of failure variable associated with the utility pipe.
Type:
Application
Filed:
October 13, 2020
Publication date:
April 15, 2021
Applicant:
Voda, Inc.
Inventors:
Kosmas Karadimitriou, Yun Yue, George Demosthenous, James C. Fitchett