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Title: Systems and methods for real-time data processing and for emergency planning

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.

Inventors:
; ; ; ;
Issue Date:
Research Org.:
The Ohio State Univ., Columbus, OH (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1860002
Patent Number(s):
11156995
Application Number:
17/264,122
Assignee:
Ohio State Innovation Foundation (Columbus, OH)
Patent Classifications (CPCs):
G - PHYSICS G05 - CONTROLLING G05B - CONTROL OR REGULATING SYSTEMS IN GENERAL
G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
DOE Contract Number:  
NE0008710
Resource Type:
Patent
Resource Relation:
Patent File Date: 08/22/2019
Country of Publication:
United States
Language:
English

Citation Formats

Yilmaz, Alper, Ajam Gard, Nima, Lee, Ji Hyun, Aldemir, Tunc, and Denning, Richard. Systems and methods for real-time data processing and for emergency planning. United States: N. p., 2021. Web.
Yilmaz, Alper, Ajam Gard, Nima, Lee, Ji Hyun, Aldemir, Tunc, & Denning, Richard. Systems and methods for real-time data processing and for emergency planning. United States.
Yilmaz, Alper, Ajam Gard, Nima, Lee, Ji Hyun, Aldemir, Tunc, and Denning, Richard. Tue . "Systems and methods for real-time data processing and for emergency planning". United States. https://www.osti.gov/servlets/purl/1860002.
@article{osti_1860002,
title = {Systems and methods for real-time data processing and for emergency planning},
author = {Yilmaz, Alper and Ajam Gard, Nima and Lee, Ji Hyun and Aldemir, Tunc and Denning, Richard},
abstractNote = {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.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2021},
month = {10}
}

Works referenced in this record:

Rapid Threat Response for Minimizing Human Casualties Within a Facility
patent-application, July 2002


Automated risk transfer system
patent-application, June 2013


Vehicle Diagnostic or Prognostic Message Transmission Systems and Methods
patent-application, July 2008