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US Patent 11769085 System and method for real time prediction of water level and hazard level of a dam

Patent 11769085 was granted and assigned to University of Johannesburg on September, 2023 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Patent Applicant
University of Johannesburg
University of Johannesburg
Current Assignee
University of Johannesburg
University of Johannesburg
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11769085
Patent Inventor Names
Satyakama Paul
Dipanjan Paul
Marwala Tshilidzi
Date of Patent
September 26, 2023
Patent Application Number
17058189
Date Filed
May 22, 2019
Patent Primary Examiner
‌
Shane D Woolwine
CPC Code
‌
G06N 3/08
‌
G06N 20/00
‌
G06N 20/10
‌
G06N 20/20
‌
G06N 3/04
‌
G06F 17/18
‌
G06Q 50/06
‌
G06Q 10/0635
...
Patent abstract

The invention relates to a water level prediction system for a dam. The system includes a water level prediction module which is configured to (a) receive time series data, which relates to a water level of the dam, in real-time; and (b) predict, in real-time, a future water level of the dam by processing the received time series data in one or more predictive models/formula(s)/algorithm(s). The one or more predictive models/formula(s)/algorithm(s) may include a recurrent neural network (RNN) or RNN model/algorithm which is configured/trained to predict, in real-time, a future water level of the dam by using the received time series data in the RNN or RNN model/algorithm. The water level prediction module may also include at least one statistical model/algorithm which is configured/trained to predict, in real-time, a future water level of the dam by using the received time series data in the statistical model/algorithm.

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