Sökning: "Airline disruptions"

Hittade 4 uppsatser innehållade orden Airline disruptions.

  1. 1. Machine Learning Techniques To Analyze Operator’s Behavior

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Sai Srivatsava Manchala; [2020]
    Nyckelord :Machine learning; Supervised learning; Neural networks; Airline disruptions; Schedule recovery;

    Sammanfattning : Background: With savvier management teams, airlines are becoming more stable, more productive, and more profitable. The problems plaguing the aviation industry, however, have not gone away and have become more complicated instead. Schedule recovery is the process of recovery from these issues (also known as operating disturbances). LÄS MER

  3. 2. Predicting Operator’s Choice During Airline Disruption Using Machine Learning Methods

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Pradeep Siddhartha Singh Bisen; [2019]
    Nyckelord :Machine Learning; supervised learning; Classification;

    Sammanfattning : This master thesis is a collaboration with Jeppesen, a Boeing company to attempt applying machine learning techniques to predict “When does Operator manually solve the disruption? If he chooses to use Optimiser, then which option would he choose? And why?”. Through the course of this project, various techniques are employed to study, analyze and understand the historical labeled data of airline consisting of alerts during disruptions and tries to classify each data point into one of the categories: manual or optimizer option. LÄS MER

  4. 3. An analysis of schedule buffer time for increased robustness and cost efficiency in Scandinavian Airlines´traffic program

    Master-uppsats, Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska högskolan

    Författare :Lucas Forsberg; Anders Ström; [2016]
    Nyckelord :Airline; Monte Carlo simulation; Punctuality; Robustness; Traffic program;

    Sammanfattning : The airline industry has become more competitive since the introduction of low fare airlines in the 1990s. Thus, requirement of optimized planning is nowadays essential in order to obtain high market shares. LÄS MER

  5. 4. Challenges and potential to improve airline safety and demonstrate resilience through monitoring

    Magister-uppsats, Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Författare :Michel Gaudreau; [2015]
    Nyckelord :FLMU06; Social Sciences;

    Sammanfattning : Rasmussen (1997) shows how it may be possible to go beyond an acceptable safety boundary, and if crossing the boundary is irreversible, an error or an accident may occur. Organizations reside as a specific operating point within three specific boundaries. LÄS MER