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Evaluation and improvement of system-of-systems resilience in a simulation of wildfire emergency response
Because of the increasing threat that wildfires pose, there is interest in leveraging new
technologies to improve firefighting. Specifically, unmanned aerial systems (UAS) and UAS …
technologies to improve firefighting. Specifically, unmanned aerial systems (UAS) and UAS …
From BERTopic to SysML: Informing Model-Based Failure Analysis with Natural Language Processing for Complex Aerospace Systems
The development of emerging complex aerospace systems will require new approaches for
capturing safety incident scenarios as early as possible in the design phase. However, for …
capturing safety incident scenarios as early as possible in the design phase. However, for …
Machine learning framework for Hazard Extraction and Analysis of Trends (HEAT) in wildfire response
This research proposes a natural language processing enabled risk analysis framework,
named Hazard Extraction and Analysis of Trends (HEAT), and applies the framework to the …
named Hazard Extraction and Analysis of Trends (HEAT), and applies the framework to the …
Natural-Language-Processing-Enabled Quantitative Risk Analysis of Aerial Wildfire Operations
Aerial wildfire operations are high risk and account for a large number of firefighter deaths.
The increasing intensity of wildfires is driving a surge in aerial operations, as well as interest …
The increasing intensity of wildfires is driving a surge in aerial operations, as well as interest …
BERT-based Topic Modeling and Information Retrieval to Support Fishbone Diagramming for Safe Integration of Unmanned Aircraft Systems in Wildfire Response
Recent concepts for emerging wildfire response operations have included unmanned
aircraft systems (UAS) due to their increasing accessibility and capabilities. To integrate …
aircraft systems (UAS) due to their increasing accessibility and capabilities. To integrate …
Supporting hazard analysis for wildfire response using fmdtools and MIKA
The System Wide Safety (SWS) Safety Demonstrator (SD) Series drives development of an
increasingly capable In-Time Aviation Safety Management System (IASMS) focusing on …
increasingly capable In-Time Aviation Safety Management System (IASMS) focusing on …
Wildfire Emergency Response Hazard Extraction and Analysis of Trends (HEAT) through Natural Language Processing and Time Series
A methodology for Hazard Extraction and Analysis of Trends (HEAT) is proposed and
conducted on a data set of wildfire incident response forms, known as ICS-209-PLUS. The …
conducted on a data set of wildfire incident response forms, known as ICS-209-PLUS. The …
The system modeling and analysis of resiliency in stereo (SMARt-stereo)
View Video Presentation: https://doi. org/10.2514/6.2021-3015. vid NASA's Scalable Traffic
Management for Emergency Response Operations (STEReO) project aims to leverage …
Management for Emergency Response Operations (STEReO) project aims to leverage …
Towards Computational Functional Hazard Assessment (CFHA): A Gap Analysis and Concept for Emerging Aviation Systems
Given the current evolution of the National Airspace and future trajectory towards novel and
evolving operations with varying levels of autonomy, complexity, and acceptable risk, there …
evolving operations with varying levels of autonomy, complexity, and acceptable risk, there …
Identifying Human Errors and Error Mechanisms From Accident Reports Using Large Language Models
Emerging operational concepts for aviation hinge on novel paradigms for human machine
interaction. Critical to their safe operation is early consideration of human error into the …
interaction. Critical to their safe operation is early consideration of human error into the …