1-4 of 4 results
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Predicting General Aviation Accidents Using Machine Learning Algorithms
PI Bradley Baugh
CO-I Bruce Conway
Aviation safety management is implemented through reactive, proactive, and predictive methodologies. Unlike reactive and proactive safety, predictive safety can predict the next accident and enable prevention before an actual occurrence. The study outlined here promotes predictive safety management through machine learning technologies using large amounts of data to facilitate predictive modeling.
Read moreCategories: Graduate
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An Exploratory Study of General Aviation Visual to Instrument Meteorological Condition Contextual Factors
PI James Hartman
CO-I Mark Friend
The purpose of this dissertation was to bridge the existing literature gap of outdated contextual factor (CF) research through examination and determination of current General Aviation (GA) Title 14 Code of Federal Regulations (CFR) Part 91 visual flight rules (VFR)-into-instrument meteorological condition (IMC) contextual factors. Contextual factors are a multifaceted arrangement of pertinent events or occurrences contributing to pilot accidents in weather-related decision-making errors.
Read moreCategories: Graduate
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Assessing If Motivation Impacts General Aviation Pilots’ Persistence in Varying Weather Conditions
PI Sabrina Woods
CO-I Scott Winter
Continued flight under visual flight rules into instrument meteorological conditions is the predominant cause for fatal accidents by percentage, for general aviation aircraft operations. It is possible that a pilot’s motivation or reason for flying will override other safer, more logical courses of action when a hazard presents itself. The decision appears to stem from a willingness to persist in a course of action despite factors that indicate an alternate and safer course is warranted. This research addresses what is currently presumed about the decision to continue flying under visual flight rules into instrument conditions and marries those ideas with the extensive studies on how theoretically affects the decision-making process.
Read moreCategories: Graduate
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Space Operations in the NAS: Analysis of Impacts to the Aviation Industry
The basic goal of the research is to understand impacts to aviation stakeholders of the National Airspace System (NAS) due to space launch activities. The focus of the research is to study impacts to general aviation (GA), particularly with respect to airports and airport users, near and around Cape Canaveral, FL. Further, several avenues will be assessed to determine what aspects of GA are impacted, where, when, how, and why. Data will be collected and analyzed in alternate methods other than the originally-proposed simulation and modeling. As an aside, per FAA input and following review of extant literature, impacts to GA have not been adequately researched. Until recently, the industry and the FAA have largely focused on impacts to airlines (Tinoco, Eudy, Cannon 2020). As a result, we believe this effort will lead to interesting outcomes and fill a much-needed gap in the literature.
Read moreCategories: Faculty-Staff
1-4 of 4 results