Engineering Commons^™

Drone In Sight: Studying The Rates Of Uas Sightings Near Airports By Month, November 2019 To December 2024, Ethan Akers, James Hart Arnold, Travis Coleman, Vivek Sharma, Brooke Wheeler

Aeronautics Student Publications

A weak, decreasing trend was found in monthly UAS (also

known as Unmanned Aerial Vehicle or Drone) sightings near

airports (FAA, 2025), but it was not statistically significant.

There was a significant difference in UAS sightings by month of

the year between November 2019 and December 2024, with a

more sightings in summer months.

The Effects Of Aviation Environmental Knowledge And Ticket Price Increase On Willingness To Pay, Dylan Dahl, Joonyeong Bae, Angelina Velez, Brooke Wheeler

Aeronautics Student Publications

There was no significant effect of aviation environmental knowledge on willingness to pay (WTP; p = .20); however, there was a significant effect on WTP by ticket price increases (p = .02) between 0 and 15%. This suggests that price is a stronger driver than awareness of environmental impact when paying for sustainable aviation fuel (SAF).

Designing A Control System With Automatic Transition Between Flight Modes For A Vtol Airplane, Asher Cunningham

Honors College Theses

Vertical Take-off and Landing (VTOL) airplanes provide a great degree of flexibility in mission type, as they combine the landing ability of a helicopter with the range of an airplane. This paper describes the design, implementation, and testing of the control system for just such a vehicle. Due to its non-typical motor configuration, there is an unbalanced torque on the frame. Two control methods are suggested and tested to balance this torque, and a PID controller with a high I gain is selected. Furthermore, the distance of the pods from the centerline is calculated and set at 14 inches. A …

Machine Learning In Baseball Analytics: Sabermetrics And Beyond, Wenbing Zhao, Vyaghri Seetharamayya Akella, Shunkun Yang, Xiong Luo

Electrical and Computer Engineering Faculty Publications

In this article, we provide a comprehensive review of machine learning-based sports analytics in baseball. This review is primarily guided by the following three research questions: (1) What baseball analytics problems have been studied using machine learning? (2) What data repositories have been used? (3) What and how machine learning techniques have been employed for these studies? The findings of these research questions lead to several research contributions. First, we provide a taxonomy for baseball analytics problems. According to the proposed taxonomy, machine learning has been employed to (1) predict individual game plays; (2) determine player performance; (3) estimate player …

Enhanced And Interpretable Prediction Of Multiple Cancer Types Using A Stacking Ensemble Approach With Shap Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Background: Cancer is a leading cause of death worldwide, and its early detection is crucial for improving patient outcomes. This study aimed to develop and evaluate ensemble learning models, specifically stacking, for the accurate prediction of lung, breast, and cervical cancers using lifestyle and clinical data.

Methods: 12 base learners were trained on datasets for lung, breast, and cervical cancer. Stacking ensemble models were then developed using these base learners. The models were evaluated for accuracy, precision, recall, F1-score, AUC-ROC, MCC, and kappa. An explainable AI technique, SHAP, was used to interpret model predictions.

Results: The stacking …

Humanités Numériques, Langue Et Culture Synthèse, Fatima Chnane-Davin

Dirassat

The Digital Humanities: Digitalization and Artistic and Cultural Expression conference, organized from May 2 to 4, 2024 at the FLSH in Agadir, invites you to explore the vast field of digital humanities, from the challenges of digitalization to the opportunities it offers for cultural creativity, while highlighting the importance of preserving a rich heritage in the face of digital transformations.

Netflix : D’Une Digitalisation Cinématographique Vers Une Déconstruction Du 7èMe Art, Karim El Mahjoubi

Dirassat

According to a study conducted by GroupM1, 76% of French people have gone to the cinema less since the 2018 health crisis. The first reason given is "the fear of being contaminated by Covid-19". This is how the streaming platform "Netflix" saw, here, a godsend to seize this market and innovate in cinematographic digitalization. It therefore decided to rent via a monthly subscription, through a Smartphone or Smart TV application, films and series to watch "without moderation" (unlike the old video clubs). The cinema then becomes "Smart or pocket" and accessible, at a low price, for any film buff because …

Le Numérique En Administration Pédagogique Des Écoles : État Des Lieux, Impacts Et Défis. Cas De La Direction Provinciale D’Ouarzazate, Mohamed Boukhch, Abdessamad Boulkhalil

Dirassat

This article attempts to explore the subject of the digitalization of school administration. The digitization of the sector was initiated by the Minister of Education already ten years ago through the implementation of digital systems available to school administrators. We are wondering here about the probable existence of a link between the digitalization of the school administration system and student’s learning. the question we asked is: To what extent does the digitalisation put in place relate to student’s learning ?

to answer this question, we have opted for a practical exploratory approach in order to provide elements of clarification on …

Les Droits D’Auteur À L’Ère De La Révolution Numérique : Enjeux Et Perspectives, Ismail Madani Alaoui, Said Ouhamou, Mohamed Boukhch

Dirassat

This article explores the challenges and issues associated with the development of digital technologies in the context of copyright law. The authors examine significant changes in the creation, distribution, and consumption of digital content, as well as the consequences for copyright holders. Our article focuses on different approaches to copyright protection in the digital environment, such as DRM licenses and Creative Commons. It also evaluates their effectiveness in protecting creators' rights while promoting access to works. The issue of piracy and illegal sharing of digital content is also addressed, as well as the measures taken by the government and industry …

Comment La Digitalisation Affecte-T-Elle Les Interactions Sociales, Culturelles Et Économiques Au Maroc ?, Redouane El Majdouli

Dirassat

This study explores the multidimensional impact of digitalization on social, cultural, and economic interactions in Morocco. By leveraging modernization and social network theories, the analysis reveals how digital technologies transform social dynamics, facilitate innovation, and pose challenges in terms of access inequalities and privacy protection. Using a mixed- method approach combining quantitative surveys and qualitative analyses, the results show a growing adoption of digital technologies and their varied effects on Moroccan society. The proposed recommendations aim to maximize the benefits of digitalization while minimizing its risks, contributing to sustainable and inclusive development.

Impact Des Plateformes De Streaming Sur Les Métiers De La Scène, Ismail Madani Alaoui, Mourad Oumzi, Abdessamad Boulkhalil

Dirassat

This article examines the impact of streaming platforms, particularly Netflix, on performing arts professions. It explores how Netflix has transformed production practices, distribution methods, and modes of reception for artistic performances. By redefining accessibility, integrating advanced technologies, and offering alternative financing models, Netflix has created a dynamic and inclusive environment for artists and audiences. The challenges and opportunities related to these transformations are also analyzed, including the emergence of new economic models and their long- term viability for the entertainment industry. The article highlights the profound implications of these changes for artists, cultural institutions, and global audiences

L'Utilisation Des Technologies Numériques Dans Les Musées Contemporains Au Maroc : Les Défis De La Préservation Culturelle, De L'Accès Et De La Justice Dans L'Utilisation De La Réalité Virtuelle Et Augmentée, Fadma Fangach

Dirassat

This study investigates the impact of immersive technologies, particularly Virtual Reality (VR) and Augmented Reality (AR), on visitor experiences at two distinct museums: the Museum of Modern and Contemporary Art Mohamed the Sixth and the Exhibition and Museum of the Prophet’s Biography and Islamic Civilization. Employing a qualitative approach and a comparative case study methodology, the research examines the employment of VR and AR within each museum, focusing on their respective modes of projection and exhibition. While the Museum of Modern and Contemporary Art Mohamed the Sixth uses VR to establish a virtual space online, the Exhibition and Museum of …

L'Appel Du Rupestre Land : Revisiter L’Art Rupestre En Le Numérisant, Ghizlane Assif, Abdelkrim M’Hammed Oubella

Dirassat

This article attempts to explore the use of digital technology in preserving Moroccan rock art, emphasizing the significance of this art form in understanding the history and culture of our ancestors through digital tools such as 3D modeling, virtual reality, and others. This digitization effort aims to document and safeguard these cultural treasures while making them accessible to the public. The objective of the article is to examine the potential of digitizing rock art in our documentary film, "The call of the rupestre- land" We aimed to contribute to the digital conservation of heritage through audiovisual means. Indeed, this modest …

Numérisation Des Œuvres D’Art : L’Exemple Du Musée Numérique De La Micro-Folie, Meriem Benmhamed

Dirassat

Digitization refers to the creation of a digital copy of a text, image or other object. And if we make a copy of something, it's often to prevent its waste. It's a process which look like photocopying. We can digitize or scan silver photos, for example, to save them digitally or publish them online. In the art world, digitization makes it possible to save certain works of art from oblivion and deterioration. Paradoxically, it saves them, while at the same time falsifying them.

Until recently, the concept of an archive was something tangible and material, but now we're talking more …

La Mise En Visibilité Pratiquée Par/Sur Les Réseaux Socionumériques (Rsn) : Identité Numérique Et Motivations D’Usage Cas Des Jeunes Artistes En Développement D’Agadir En Art Visuel, Abderrahmane Ait Rahou, Nadia Bouaafia, Zohra Zemmit

Dirassat

The objective of this article is to present the results of a qualitative study conducted with around ten artists. The issue addressed is as follows: How are the practices of young artists affected by the visibility carried out by/on social networking sites (SNS)? We start from the premise that an artist's relationship with SNS should be viewed not as a given, but as a construct subject to the influence of factors both intrinsic and extrinsic to the artist. Theoretically, we consider that the sociology of uses provides a suitable analytical framework to frame the normativity of this digital environment alongside …

Design Et Intelligence Artificielle : Esquisse D’Une Logique De Créativité Générative Artificielle, Nada Ouerghi

Dirassat

This article questions the creative process in design compared with that of generative artificial intelligence (GAI), and attempts to define a relationship between creative and generative logic.

As a result, a resonance between the design mindset and AGI is identified, thanks to the poetics and use of the design toolbox borrowed to GAI .

Creative cogeneration reconciles human and machine. But the logic of artificial imagination led to question the future of the designer's profession and calls for a mandatory updating of the designer's profile!

Implementing Maintenance 4.0 Methods In Ventilation Systems: A Case Study In Uaeu Laboratories, Ammar Yaser Abdullah

Thesis/ Dissertation Defenses

This study introduces an advanced Maintenance 4.0 framework aimed at systematically evaluating and mitigating air quality risks within laboratory environments, specifically applied to the context of the United Arab Emirates University (UAEU). Employing real-time monitoring through sophisticated IQ-Air sensors, this research continuously captures key indoor environmental parameters, such as particulate matter concentrations (PM₁, PM₂.₅, PM₁₀), carbon dioxide (CO₂) levels, ambient temperature, and humidity. State-of-the-art machine learning algorithms are developed and operationalized to enhance ventilation system efficiencies and proactively forecast maintenance requirements, thereby transitioning from reactive to predictive maintenance strategies.
Empirical results indicate that Maintenance 4.0 applications significantly enhance the capacity …

Project Management Coordination Optimization Within The Gwinnett County Department Of Water Resources, Eli Hampton, Luis Sanchez, Fromessa Isse, Rushang Patel, Osmani Albernas

Senior Design Project For Engineers

Gwinnett County Department of Water Resources (GCDWR) manages approximately 200 construction projects simultaneously, incurring significant annual engineering support costs—$6.6 million in 2023 alone. GCDWR has engaged our team to determine whether current contractor spending yields sufficient value. Using one year of invoice data provided by GCDWR, our project aims to:

• Evaluate and validate contractor invoices for consistency with original proposals

• Establish data-driven benchmarks to assess and predict appropriate engineering costs based on project characteristics

• Develop a system that streamlines invoice tracking and discrepancy detection

• Reduce overall engineering support spending for future projects

Team Safe Skies: Project Talon Interceptor, Cole Carlson, Peter Dinh, Sebastian Gomez, Alex Widner

Senior Design Project For Engineers

This report aims to lay out our design process for the missile interceptor aircraft. Our Talon Interceptor is an inexpensive, scaled-down, autonomous F-16 for mass production. The aircraft can ascend quickly for mission requirements while avoiding detection with its internal weapons bay. Multiple decisions have been made to ensure the initial and maintenance costs are reasonable without compromising the missions. TOPSIS reviews have been used to measure significant components unbiasedly and objectively. Our aircraft meets all the AIAA requirements while coming in under budget.

Assessment Of Entrepreneurial Mindset In Undergraduate Engineering Students Using Quantiative, Qualitative, And Multi-Methods Approaches, Alexandra Mary Jackson

Theses and Dissertations

The Entrepreneurial Mindset (EM) has been acknowledged as beneficial for engineers entering the workforce in a constantly advancing society. With an EM, professional engineers are better equipped to be innovative, creative, and translate ideas into reality. However, assessing how students develop an EM has been plagued with difficulties, mainly due to the discrepancy in EM definitions between different fields. This dissertation applies three EM assessment methods guided by one theoretical framework: the Triad of EM, which contextualizes EM into cognitive, behavioral, and emotional dimensions. Chapter 3 of this work analyzes EM across multiple years of an undergraduate engineering curriculum using …

Variation Of Membrane Electrode Assembly Catalyst Layer In Unitized Regenerative Fuel Cell, Yollanda Nurcholifah, Dedi Rohendi, Edy Herianto Majlan, Nirwan Syarif, Addy Rachmat, Dwi Hawa Yulianti, Nyimas Febrika S

Journal of Electrochemistry

A unitized regenerative fuel cell (URFC) is a device that may function reversibly as either a fuel cell (FC) or water electrolysis (WE). An important component of this device is the Membrane electrode assembly (MEA). Therefore, this study aimed to compare the performance outcomes of MEA using electrodes with single and three catalyst layers. This study measured Electrochemical Surface Area (ECSA), Electrochemical Impedance Spectroscopy (EIS), X-ray Diffraction analysis (XRD), and X-ray Fluorescence (XRF). Furthermore, the round-trip efficiency (RTE) of the MEA, as well as the performance in FC and WE mode, was measured. In comparison, The ECSA values of Pt-Ru/C …

G.W.A.I.H.I.R. Guided Wing Aircraft For Intelligent Hybrid Insertion And Recovery, Abdirahman Ahmed Shirwa, Zach Richards, Derek Harwood, Alex Duncan

Senior Design Project For Engineers

The paper outlines the conceptual and preliminary design of a hybrid vertical takeoff and landing (VTOL) heavy lift unmanned aerial vehicle (UAV) for autonomous cargo transport missions. The primary design objective was to create an aircraft capable of carrying a 15 kg payload over a range of 33 km, achieving a top cruise speed of 45 km/h and maintaining an endurance capacity of at least 90 minutes.

A comprehensive literature review informed key design decision, including airfoil selection, structural material, propulsion system configuration, and control. Key requirements were established early in the design process, such as payload capacity, energy efficiency, …

Kennesaw State University Student Managed Investment Fund Sector Sensitivity Analysis, John Kiersznowski, Joe Johnson, Kyler Howell, Geranger Lewis

Senior Design Project For Engineers

The Kennesaw State University Student Managed Investment Fund (SMIF) Sector Sensitivity Analysis focuses on improving the fund’s decision-making and performance through data science. The SMIF is a diversified index fund designed to outperform indices like the S&P 500. This project investigates how macroeconomic variables—such as GDP growth, inflation, interest rates, and commodity prices—impact sector performance. By structuring data, developing a sustainable data pipeline, and leveraging advanced statistical techniques and predictive modeling, our team was able to provide the framework and proof of actionable insights that enhance the fund's ability to manage risks and optimize returns.

Performance Of Co2/H2O Co-Electrolysis In A Flat-Tube Solid Oxide Electrolysis Cell Stack Under Air-Free Environment, Xiao-Hui Zhong, Fei Wang, An-Qi Wu, Bei-Bei Han, Jian-Xin Wang, Wan-Bing Guan

Journal of Electrochemistry

This work investigates the transient performance and stability of CO₂/H₂O co-electrolysis in an air-free environment using a flat-tube solid oxide electrolysis cell (SOEC) stack. The results show that the transient behavior of the stack with and without blowing gas in the air electrode is almost the same. With a current density of 0.67 A·cm⁻²@750 °C, the stack operated for over 200 h under co-electrolysis conditions with no air blowing, and the voltage drop rate of the stack was approximately 0.203%/100 hours. Microstructure analysis reveals significant loss of Ni particles and formation of an insulating …

Integrating Environmental Analyses And Awareness To The Senior Chemical Plant Design Course Che 4233, Lucie I. Leblanc

Honors Theses

The EPA has implemented and increased environmental regulations and safeguards for carbon dioxide (CO2) and volatile organic compound (VOC) emissions for the past 70 years. These regulations have affected the technology and methodology used in industrial chemical production processes. As newly graduated engineers enter the work field, they will encounter current and future EPA regulations, and they will have to adjust their production units to meet these safeguards. This report loosely follows the structure of the Plant Design Course (CHE 4233) to show the process of designing a conventional cumene production plant. The conventional process is compared to a new …

Simultaneous Observations Of Irregular Sporadic E Structures Using The Lwa And A Dps4d, Kenneth S. Obenberger, C. A. Taylor, Jonah J. Colman, Eugene Dao, J. Dowell, J. D. Eccles, Daniel J. Emmons, C. T. Fallen, J. M. Holmes, G. B. Taylor

Faculty Publications

Multi-instrument studies have recently shed new light on the morphology of sporadic E, especially intense sporadic E. Here we present simultaneous observations of dense sporadic E (E_s) structures using the Long Wavelength Array (LWA) radio telescopes and a Digisonde Portable Sounder 4D (DPS4D). Our coordinated observations show that the LWA radio telescopes in central New Mexico can reliably locate regions of dense Es structures as they pass over a Digisonde located over 500 km away in Texas. The LWA appears to be most sensitive to the densest E_s structures, which also appear to contain irregularities with vertical …

Effect Of Asphalt Content On Low-Field Nuclear Magnetic Resonance Spectrum And Aging Evaluation Of Asphalt Mixtures, Chenyue Mei, Wei Wang, Junan Shen, Jinkun Sun, Yilin Xu, Jia Che

Civil Engineering & Construction: Faculty Publications

The aging of asphalt mixtures has a significant impact on the service life of asphalt pavements. Currently, the commonly employed method for assessing aging involves the extraction of asphalt from asphalt mixtures using the Abson method. However, this method is known to be detrimental to the extracted asphalt samples, time-consuming, and environmentally unfriendly. This study explored a novel non-destructive method for assessing asphalt aging, known as low-field nuclear magnetic resonance (LF-NMR). It primarily investigated the influence of asphalt content in asphalt mixtures on the patterns of LF-NMR spectra. Specifically, it examined the effect of asphalt content on LF-NMR spectra in …

Owlsat, David Amaya, Grant Keuhne

Senior Design Project For Engineers

The OwlSat project, conducted by senior aerospace engineering students at Kennesaw State University, represents the university’s inaugural entry into the 2025 CanSat Competition. The mission objective was to design, build, and validate a CanSat capable of controlled deployment from a rocket, stable descent via an autogyro system, real-time telemetry transmission, and onboard video recording, while meeting strict mechanical, structural, and operational requirements.

A comprehensive design methodology was employed, incorporating trade studies, computational simulations, Finite Element Analysis (FEA), and iterative prototyping. Key innovations include a foldable blade autogyro system based on the Selig S1223 airfoil, a robust canister release mechanism, and …

Travel Behavior Study On Shared Micromobility Service, Yixiang Teng

Lyles School of Civil Engineering Graduate Student Reports

This study investigates the travel behavior on the shared micromobility service around Purdue University West Lafayette campus area. It aims to understand the shared micromobility user patterns and identify the barriers of adoption. The study was enlightened by the influence of pandemic on transportation choices and the shift on transportation habits, and the gap identified was the understanding of the college related population. The research method was a constructed survey distributed among Purdue University’s students, faculties and staffs. A total of 143 valid responses were collected, comprising 73 current users and 70 non-users. Results indicate that shared micromobility is primarily …

A Survey Of Acoustic Phenomena And Predictive Modeling Techniques For High Explosive Experimentation, Nathanael I. Breed

Senior Honors Theses

High explosive experimentation (HEE) is a technical industry that is regulated, expensive, and dangerous. Developing novel technologies to aid in predictive abilities to minimize the industry’s reliance on the need for full-scale experiments is a worthwhile endeavor. Having the capacity to make accurate predictions regarding the overpressure of a detonation wave after it has interacted with various geometries is useful, but the current state of predictive techniques is limited with many techniques, either neglecting relevant acoustic phenomena or not being able to account for complex geometries. This thesis provides an overview of several acoustic phenomena and the current state of …