SYSTEM AND METHOD FOR AUTOMATED AND INTELLIGENT QUANTITATIVE RISK ASSESSMENT OF INFRASTRUCTURE SYSTEMS

Patent №

US 10,698,760

Granted

2020-06-30

Filed 2018

Owner

GAS TECHNOLOGY INSTITUTE

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15905070

An automated and intelligent quantitative system and method for assessing risk in infrastructure systems including, but not limited to, gas, electric, water, sewer, transportation, and/or telecommunication systems. The invention incorporates a graph-based data structure of multiple infrastructure systems. The graph-based data structure includes a multi-layered structure with each layer having nodes for components of one of the multiple infrastructure systems, and edge links between related pairs of the nodes. A spatio-temporal and ontological reasoner performs spatial and temporal reasoning on the graph-based data structure to identify nodes of the graph-based data structure likely affected by the new activity event.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 11/0796G06N 5/02G06N 5/022G06N 5/045G06N 7/01G06N 20/20G06Q 50/06G06F 11/3476+2 more

AI classification

Planning1.00
Machine learning1.00
Natural language1.00
Knowledge representation0.98
AI hardware0.87
Vision0.14
Evolutionary computation0.00
Speech0.00

Ownership

GAS TECHNOLOGY INSTITUTE

assignment · 454690278

Assignors

ACHARYA, SAURAV, LEVER, ERNEST, MARROS, ROBERT

On an employer assignment, the assignors are typically the inventors.

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