Invention Grant
- Patent Title: Systems and methods for real-time data processing and for emergency planning
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Application No.: US17371940Application Date: 2021-07-09
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Publication No.: US11720091B2Publication Date: 2023-08-08
- Inventor: Alper Yilmaz , Nima Ajam Gard , Ji Hyun Lee , Tunc Aldemir , Richard Denning
- Applicant: Ohio State Innovation Foundation
- Applicant Address: US OH Columbus
- Assignee: Ohio State Innovation Foundation
- Current Assignee: Ohio State Innovation Foundation
- Current Assignee Address: US OH Columbus
- Agency: Benesch, Friedlander, Coplan & Aronoff LLP
- The original application number of the division: US17264122
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G05B23/02 ; G05B13/02 ; G21D3/00 ; G21D3/04 ; G06F11/34 ; G06N3/045

Abstract:
Systems and methods are described herein for real-time data processing and for emergency planning. Scenario test data may be collected in real-time based on monitoring local or regional data to ascertain any anomaly phenomenon that may indicate an imminent danger or of concern. A computer-implemented method may include filtering a plurality of different test scenarios to identify a sub-set of test scenarios from the plurality of different test scenarios that may have similar behavior characteristics. A sub-set of test scenarios is provided to a trained neural network to identify one or more sub-set of test scenarios. The one or more identified sub-set of test scenarios may correspond to one or more anomaly test scenarios from the sub-set of test scenarios that is most likely to lead to an undesirable outcome. The neural network may be one of: a conventional neural network and a modular neural network.
Public/Granted literature
- US20220027731A1 SYSTEMS AND METHODS FOR REAL-TIME DATA PROCESSING AND FOR EMERGENCY PLANNING Public/Granted day:2022-01-27
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