Index Catalog // GW ScholarSpace

Enhanced Filtering of False Alarm for the 5th Generation Fighter Aircraft using Machine Learning Classification

Description:: Prognostics and Health Management (PHM) has become an important capability for the 5th generation fighter aircrafts such as F-35 Lightning II or F-22 Raptor to ensure the safety of flight and reduce the life cycle costs. The on-board PHM System of a 5th generation aircraft uses sensors, software...
Author:: Her, Nathan
Keyword:: Aircraft, False Alarm, Enhanced Filter, PHM, and Machine Learning
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Grenn, Michael
Committee Member(s):: Etemadi, Amir and Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

Use of Augmented Reality to Reduce Labor Hours in Aircraft Wiring

Description:: The Boeing 767 Tanker is a military variant of a commercial aircraft launched in 1981. Military requirements increase the amount of wiring in the aircraft, and these complex wiring layouts lead to longer times to perform wire installation jobs. The planned times for wiring jobs on the tanker were...
Author:: Coker, Mark Harrison
Keyword:: HoloLens, Industry 4.0, and augmented reality
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Etemadi, Amir and Grenn, Michael
Committee Member(s):: Etemadi, Amir, Malalla, Ebrahim, and Grenn, Michael
Resource Type:: Thesis or Dissertation

A Software Metrics Clustering Approach to Cross-Project Defect Prediction

Description:: The idea of predicting software defects for projects with little or insufficient historical defect data using other projects' software metrics and defect data has attracted great interest from both researchers and practitioners. However, the primary challenge in cross-project defect prediction...
Author:: Sezer, Anil
Keyword:: Within Project Defect Prediction, Defect Prediction, CPDP, Predictive Models, Cross Project Defect Prediction, and Machine Learning
GW Unit:: Systems Engineering
Degree:: D.Engr.
Advisor:: Grenn, Michael
Committee Member(s):: Etemadi, Amir, Grenn, Michael, and Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

Regression-Based Attack Chain Analysis and Staffing Optimization for Cyber Threat Detection

Description:: Cybersecurity incidents and data breaches continue to be costly events, with global prevalence. Incidents are compromise events which impact business operations or information security. When sensitive data is accessed, the incident becomes a breach. The more time available to an adversary to...
Author:: Fetterman, Ryan
Keyword:: detection, cybersecurity, operations, and cyber-attack
GW Unit:: Systems Engineering
Degree:: D.Engr.
Advisor:: Grenn, Michael
Committee Member(s):: Etemadi, Amir and Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

Evaluating the Impact of Using Agile Methodologies in Heavy-Civil Construction

Description:: Due to a lack of actual data-based research, industry-wide implementation of agile methodologies on heavy-civil construction projects is lacking, leading to management and performance issues that cause inefficient project delivery. As acknowledged by F. Ribeiro (2010), “Despite the amount of...
Author:: Reid, Jonathan Sidney
Keyword:: Agile and Construction
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Grenn, Michael and Etamadi, Amir
Committee Member(s):: Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

A Framework to Improve the Process of Software Regression Testing

Description:: Software testing is the most expensive and time-consuming aspect of software development. It is estimated that as much as 50% of development time and money is devoted to various forms of testing (Ramler, 2006). Therefore, it is crucial that all testing conducted must be performed efficiently,...
Keyword:: Regression, Software, Testing, and Automated
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Etemadi, Amir and Grenn, Michael
Committee Member(s):: Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

Predicting KC-135R Aircraft Availability with Aircraft Metrics

Description:: The National Security Strategy through the National Defense Strategy highlights the need for the United States Air Force to provide an aircraft fleet that is ready to respond to the Nation’s needs. The KC-135R Stratotanker is a multifunction slim body aircraft that provides air refueling and...
Keyword:: System of Systems, Data Influenced Decisions, Prediction, Availability, Factor Analysis, and Machine Learning
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Grenn, Michael and Etemadi, Amir H
Committee Member(s):: Malalla, Ebrahim, Etemadi, Amir H, and Islam, Muhammad
Resource Type:: Thesis or Dissertation

An Agile Success Estimation Framework for Software Projects

Description:: Organizations continually seek to leverage new and innovative ways to increase the likelihood of software project success. The meaning of project success varies widely across literature, yet most definitions declare a project successful if it delivers within budget, on time, with acceptable...
Keyword:: Agile, Project Management, Project Success, Software, Development Methodology, and Predictive Model
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Etemadi, Amir and Grenn, Michael
Committee Member(s):: Etemadi, Amir, Grenn, Michael, and Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

The Optimal Level of Automation in the Manufacturing Industry to Improve Process Efficiency

Description:: According to Parasuraman et al. (2000), automation is achieved when “a device or system accomplishes (partially or fully) a function that was previously, or that conceivably could be, carried out (partially or fully) by a human operator.” Thus, an increase in production rate, a reduction in flow...
Keyword:: Manufacturing Process Automation, Optimal Level of Automation, Human Factor, Process Efficiency, and OPE & OEE
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Etemadi, Amir and Grenn, Michael
Committee Member(s):: Etemadi, Amir, Malalla, Ebrahim, and Islam, Muhammad
Resource Type:: Thesis or Dissertation

An Automated Model to Estimate the Probability of a Use Error Related Adverse Event for In Vitro Diagnostic Medical Devices

Description:: The FDA, the MHRA, and other regulatory authorities recommend that during the development process of a device, manufacturers should aim to understand the use errors of comparable devices to the ones of interest. Knowing the probability and severity of use errors for similar products, they can be...
Keyword:: IVD Device, MAUDE Database, Use Error, Adverse Event, Human Factors Engineering, and Machine Learning
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Grenn, Michael
Committee Member(s):: Etemadi, Amir and Malalla, Ebrahim
Resource Type:: Thesis or Dissertation

Enhanced Filtering of False Alarm for the 5th Generation Fighter Aircraft using Machine Learning Classification

Use of Augmented Reality to Reduce Labor Hours in Aircraft Wiring

A Software Metrics Clustering Approach to Cross-Project Defect Prediction

Regression-Based Attack Chain Analysis and Staffing Optimization for Cyber Threat Detection

Evaluating the Impact of Using Agile Methodologies in Heavy-Civil Construction

A Framework to Improve the Process of Software Regression Testing

Predicting KC-135R Aircraft Availability with Aircraft Metrics

An Agile Success Estimation Framework for Software Projects

The Optimal Level of Automation in the Manufacturing Industry to Improve Process Efficiency

An Automated Model to Estimate the Probability of a Use Error Related Adverse Event for In Vitro Diagnostic Medical Devices

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