Transportation and Mobility Management Commons^™

Machine Learning For Predictive Energy And Emissions Modeling Of Vehicles And Power Grids In The United States, S M Tanvir Faysal Alam Chowdhoury

Dissertations

The environmental benefits of electric vehicle (EV) adoption depend on more than replacing internal combustion engine vehicles with electric powertrains. EV adoption reshapes electricity demand, interacts with regional generation mixes, and influences travel behavior and congestion, creating a coupled transportation-energy system in which vehicle and power-plant emissions must be evaluated together. This dissertation develops machine-learning frameworks for predicting energy consumption and emissions from vehicles and power grids under rising EV adoption. The first component forecasts grid emissions from EV charging. Using simulation data from NREL's Cambium database, a Prophet-based time-series framework predicts carbon dioxide, nitrous oxide, and methane emission rates …

Meeting The Moment With Ai-Employer Informed Education, Brent Terwilliger, John Faraca

Publications

As artificial intelligence transforms aviation, aerospace, and autonomy-related sectors, higher education must adapt to meet evolving workforce demands. This session shares emerging findings from a nationwide study led by Embry-Riddle Aeronautical University, focused on employer perceptions of AI adoption, responsible use, and workforce preparedness in domains including uncrewed systems, space systems, robotics, and advanced air mobility. Based on a structured survey and follow-up interviews, the presentation explores how organizations are using AI tools, from generative platforms to enterprise systems, and defining effective and inappropriate use in operational contexts. Participants will gain insight into critical concerns (e.g., data privacy, compliance, security, …

The Economic And Environmental Impact Of Shinkansen And High-Speed Rail Infrastructure: A Comparative Analysis Of Economic Growth And Carbon Emissions Reduction, Dillan R. Victory

SPARK Symposium Presentations

The development of Japan's high-speed rail system, the Shinkansen, has played a pivotal role in the country's post-war economic resurgence. Introduced in 1964 with the Tokaidō Shinkansen, this transformative infrastructure investment significantly reduced travel times, bolstered economic activity around station hubs, and facilitated regional development by enabling urban decentralization. This paper explores the long-term economic benefits of high-speed rail, including its impact on land value, business expansion, and carbon emissions. The case study of the Linear Chuo Shinkansen, Japan's latest maglev project, underscores both the economic promise and the political resistance to expansion, particularly in regions such as Shizuoka.

Using …

Optimizing Port Logistics Through Generative Ai: Revolutionizing Efficiency And Resilience In The Maritime Industry, Minodora Badea, Olga Bucovetchi, Adrian V. Gheorghe, Gabriel Raicu

Engineering Management & Systems Engineering Faculty Publications

The maritime industry faces growing challenges in optimizing port logistics due to increasing trade volumes, environmental regulations, and supply chain disruptions. This comprehensive literature review examines the transformative role of artificial intelligence (AI), with particular focus on generative AI, in enhancing efficiency and resilience in port operations. Through systematic analysis of 23 peer-reviewed studies published between 2021-2025, this review synthesizes advancements in real-time data integration, machine learning, digital twins, IoT, and autonomous systems that collectively improve operational decision-making, risk management, and environmental sustainability. Key findings reveal that machine learning applications achieve 90% effectiveness ratings in operational optimization, while predictive analytics …

Cyberattacks On Port Infrastructures: A Decade Of Trends, Incidents, And Mitigation Strategies (2011-2024), Minodora Badea, Olga Bucovetchi, Adrian V. Gheorghe, Gabriel Raicu

Engineering Management & Systems Engineering Faculty Publications

Port infrastructures are critical to global trade, handling over 80% of the world's cargo by volume. However, their increasing reliance on digital technologies has exposed them to a wide range of cyber threats. This paper provides a comprehensive analysis of cyberattacks targeting port infrastructures from 2011 to the present. We examine the types of attacks, geographical distribution, notable incidents, and underlying vulnerabilities. Additionally, we discuss mitigation strategies and future directions for enhancing cybersecurity in the maritime sector. Our findings highlight the urgent need for robust regulatory frameworks, advanced technological solutions, and collaborative efforts to safeguard critical port operations.

Striking A Balance: Market Shock & Responses In Automotive Components Manufacturing, Emma Lane Mcgahey

All Theses

This thesis examines the effects of extreme market shocks on supply chain dynamics within the automotive industry. Through an analysis of demand data from an automotive manufacturer to its component suppliers (January 2018 to May 2024), the study investigates the relationship between market shocks and supply chain responses, providing insights into how auto components inventory management handles downstream responses to market shocks. With supporting public data—from FRED, BLS, and the U.S. Census Bureau resources—we explore two primary relationships: the impact of market shocks on the Average Standard Deviation of Demand (SDO) and the effect of demand variability on expedited pricing …

Unleaded Fuel For General Aviation, Carolina Anderson, Laura Garcia

Sustainability Conference

The Clean Air Act, passed in the late 1970s, mandating the removal of lead from most fuels due its detrimental effects on public health, yet piston-driven aircraft continue to rely on leaded aviation gas (AvGas 100LL). This fuel remains the last lead-containing fuel regulated by the Department of Transportation (DOT). Lead, added as tetraethyl lead (TEL), enhances octane levels and prevents engine detonation, vital for high-compression aircraft engines. In response to the health effects, regulating bodies like the Environmental Protection Agency (EPA) have tightened lead standards and are assessing the risk posed by AvGas. Research links even low-level lead exposure …

Why Isn’T Formula 1 Going Electric?, Terry Van Gevelt

Asian Management Insights

Electric vehicles are not the only sustainable automotive option.

1. While electric vehicles (EVs) are marketed as ‘zero-emission’, their overall environmental impact and battery production all contribute to their lifecycle emissions. In fact, their widespread adoption needs significant infrastructural changes like installing new charging networks and upgrading power grids, which come with substantial environmental and financial costs.

2. Considering a diverse array of energy alternatives, including synthetic e-fuels, could offer Singapore a that is tailored to the specific needs and infrastructural realities of the country and region.

Traffic Analysis Of Cities In San Bernardino County, Sai Kalyan Ayyagari

Electronic Theses, Projects, and Dissertations

This research offers an in-depth analysis of vehicular traffic within San Bernardino County, California, aiming to spotlight congestion areas and suggest improvements for more efficient and sustainable transportation. Leveraging 2021 data from StreetLight Data, traffic patterns in 15 key cities were examined based on their population sizes, covering various vehicle types to dissect dynamics and flow. The methodology focused on analyzing trip purposes and metrics to calculate Vehicle Miles Traveled (VMT) and its influence on congestion and environmental factors.

Findings indicate considerable disparities in traffic volume, purposes, and timings across different urban areas, with population density and intercity connections significantly …

Truck Traffic Analysis In The Inland Empire, Bhavik Khatri

Electronic Theses, Projects, and Dissertations

This study undertakes a meticulous examination of truck traffic within the Inland Empire, focusing on the distribution and dynamics of medium and heavy-duty vehicles, to advocate for the region's transition to electric trucks. Utilizing advanced spatial analysis and data from Streetlight Data, it segments the region into six subregions, revealing distinct traffic patterns and environmental impacts. Notably, the research uncovers that the North Center and West zones, integral to the logistics and warehousing sectors, exhibit the highest traffic volumes, significantly influencing air quality and infrastructure.

Quantitative results from 2021 illustrate a pronounced disparity in truck activity: medium-weight vehicles accounted for …

Containerization Of Seafarers In The International Shipping Industry: Contemporary Seamanship, Maritime Social Infrastructures, And Mobility Politics Of Global Logistics, Liang Wu

Dissertations, Theses, and Capstone Projects

This dissertation discusses the mobility politics of container shipping and argues that technological development, political-economic order, and social infrastructure co-produce one another. Containerization, the use of standardized containers to carry cargo across modes of transportation that is said to have revolutionized and globalized international trade since the late 1950s, has served to expand and extend the power of international coalitions of states and corporations to control the movements of commodities (shipments) and labor (seafarers). The advent and development of containerization was driven by a sociotechnical imaginary and international social contract of seamless shipping and cargo flows. In practice, this liberal, …

Investigating Inland Waterway Transport Through A Sustainable Development Perspective: A Case Study Of Magdalena River (Colombia), Natalia Calderón-Rivera

World Maritime University Ph.D. Dissertations

The development of transport systems significantly influences economies, growth, and welfare of populations. However, these systems can have negative consequences, such as water and air pollution, traffic congestion, noise, and biodiversity loss. To address these challenges, it is essential to implement strategies that mitigate negative effects while improving the environmental, social, and economic conditions of the population. In this regard, inland water transport (IWT) is globally recognized as a more sustainable transport alternative due to its high cargo load capacities and comparatively lower environmental and social impacts. In Colombia, the Magdalena River – the country’s most important river basin – …

A Quantitative Analysis Of Seaplane Accidents From 1982-2021, David C. Ison

International Journal of Aviation, Aeronautics, and Aerospace

This study aimed to assess and analyze all historical National Transportation Safety Board accident reports since 1982. For analysis, reports were bisected into seaplane (float, amphibian, and hull) and non-seaplane groups. Findings showed that there is a deficiency in the level of available detail on the seaplane fleet and cadre of seaplane pilots in the U.S. During the most recent ten years of complete data (2012-2021) showed a negative trend in all accidents and fatal accidents, although only the latter being statistically convincing. During this timeframe, seaplane accident pilots had significantly higher total time and age than other groups (non-seaplane …

Quantification Of Landside Congestion In Ports: An Analysis Based On Gps Data, Kumushini Thennakoon, Namal Bandaranayake, Senevi Kiridena, Asela K. Kulatunga

Computer Science Faculty Publications

Hinterland transport is a critical segment in maritime cross-border logistics, which links the end-users of global supply chains to the maritime segment. Truck-based hinterland transport is known to cause congestion in and around ports. This study aimed to quantify the congestion caused by trucks at the Port of Colombo, which has not been a subject of a systematic study. To this end, the study makes use of GPS data. In addition to revealing heavy congestion within the port, the study also reveals significant variations in congestion during different times of the day with the duration of journeys peaking from 1200hrs …

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

An Assessment Of "Long-Thin" Airline Routes: Network Structure And Emissions Implications For Environmental Policy, Porter Burns

All Master's Theses

The purpose of this research was to define, map, and quantify the network and environmental implications of “long-thin” routes (LTRs) – a route structure that has been discussed in the aviation industry but not formally studied in literature. LTRs were defined through the use of global OAG scheduling data from 1998 to 2018 to identify trends in air traffic growth and network dynamics. Flights were separated into seven aircraft class sizes (e.g., 75–150 seats, 150–225 seats) to measure LTRs at multiple scales. Routes were considered “long” if the stage length was at or above the 75^th percentile in each …

Policy Innovation As The Cornerstone Of Energy Transition: An Analysis Of Energy Policy In The Shipping Economy And Operations, Peyman Ghaforian Masodzadeh

World Maritime University Ph.D. Dissertations

Despite being excluded from most climate change treaties, the maritime sector is expected to manage and reduce carbon emissions in line with global decarbonization goals. Although the IMO's effort has been evident by the adoption of energy regulations and the GHG strategy during the past decade, however, the effectiveness and adequacy of the adopted energy policy remain questionable. This thesis aims to identify problems associated with energy policy in the shipping industry and propose appropriate solutions. Initially, this study was premised on the hypothesis that “energy policy in the shipping industry involves problems associated with policy design, policy implementation, and …

A Hybrid Deep Learning Approach For Crude Oil Price Prediction, Hind Aldabagh, Xianrong Zheng, Ravi Mukkamala

Computer Science Faculty Publications

Crude oil is one of the world’s most important commodities. Its price can affect the global economy, as well as the economies of importing and exporting countries. As a result, forecasting the price of crude oil is essential for investors. However, crude oil price tends to fluctuate considerably during significant world events, such as the COVID-19 pandemic and geopolitical conflicts. In this paper, we propose a deep learning model for forecasting the crude oil price of one-step and multi-step ahead. The model extracts important features that impact crude oil prices and uses them to predict future prices. The prediction model …

Comprehensive Report On Extraterrestrial Resource Extraction, Robinson Raphael

Student Works

The prospect of asteroid mining provides a plethora of riches that include metals and water. As the number of discovered asteroids continues to grow, opportunities arise to commercialize these resources within Near-Earth Asteroids (NEAs). With urgent applications on Earth and in space, NEAs allow for a surge in sales. Planning forward, Astroider Aerospace Systems follows a mission split into four phases. Phase 1 develops a series of spacecraft using existing technologies, titled as Near-Earth Asteroid Miners and Near-Earth Asteroid Surveyors. Phase 2 first launches the surveyors to candidate NEAs, prospecting them for ores. To identify potential celestial bodies for this …

Full Cost Pricing: An Approach To Internalize The Full-Cost Of A Gallon Of Unleaded Gasoline In The U.S And The Feasibility Of Markets Sustaining This Result, Joseph Mack

Honors Capstones

Capstone submitted as a graduation requirement for the BSU Honors Program.

Sistem Penyewaan Kereta Melalui Internet, Alexander Anita

Student Works (2000-2009)

Kini, di era teknologi maklumat, penggunaan sistem pengkomputeran semakin meluas dan menjadi satu keperluan utama kepada manusia. Begitu juga dengan sistem penyewaan kereta. Pengurusan pengangkutan adalah penting untuk memastikan pengguna dapat menjalankan aktiviti-aktiviti mereka mengikut perancangan. Sistem Penyewaan Kereta melalui Internet adalah merupakan satu sistem yang dibangunkan untuk memudahkan penyewa kereta. Secara dasarnya, sistem ini merupakan aplikasi berasaskan-web yang menyediakan lebih kemudahan dan fungsi kepada pengguna. Ia boleh dicapai oleh pengguna melalui Internet dan membenarkan pengguna membuat proses penyewaan serta tempahan. Sistem ini akan dibangunkan menggunakan Lotus Notes dan Domino RS[l], daripada Lotus Development Corporation[2]. Dengan adanya sistem senibina pangkalan …

Sistem Tempahan Tiket Bas Atas Talian Ekspresnasional.Com, Idris Elisabrina

Student Works (2000-2009)

Projek yang dijalankan adalah bertujuan untuk membangunkan satu sistem berasaskan web untuk tempahan tiket bas atas talian yang menggabungkan pelbagai syarikat bas ekspres di seluruh Malaysia. Sistem ini terbuka kepada semua individu yang menggunakan perkhidmatan bas ekspres. Sistem ini dinamakan EkspresNasional.com kerana terdapat penglibatan dari pelbagai syarikat bas ekspres di seluruh Semenanjung Malaysia. Oleh itu pengguna mempunyai banyak pilihan dari segi memilih destinasi yang hendak dituju. Pengguna boleh mencapai sistem ini pada bila-bila masa menerusi capaian internet ke laman web sistem EkspresNasional.com ini untuk membuat tempahan tiket bas atas talian. Terdapat dua modul dalam sistem yang akan dibangunkan ini iaitu …

Sistem Penyelenggaraan Kenderaan Jpphb, Ideris Ahmad Hazimin

Student Works (2000-2009)

Pembangunan sistem berasaskan web menjadi semakin penting dan mendapat perhatian Jantaran kemudahan capaian yang luas dan mudah untuk diselenggarakan. Tidak seperti sistem persekitaran pengguna tunggal yang perlu di'install' ke dalam setiap komputer pengguna, sistem berasaskan web ini boleh diakses serta dikemaskini secara terus pada bila-bila masa dan di mana-mana sahaja tempat yang mempunyai kemudahan internet. Dengan sebab itu, Sistem Penyelenggaraan Kenderaan JPPHB ini dibangunkan dalam persekitaran web bagi memudahkan pengurusan maklumat kenderaan di bawah kendalian Jabatan Pembangunan Harta Benda Universiti Malaya (JPPHB). Sistem ini diharap dapat menggantikan sistem manual yang ada dengan mengautomasikan banyak kerja yang remeh dan sekaligus meringankan …

Sistem Penjadualan Perjalanan Bas Elektronik Puduraya, Shi Leng Chong

Student Works (2000-2009)

Laporan ini membincangkan proses pembangunan suatu sistem baru yang bertajuk Sistem Penjadualan Perjalanan Bas Elektronik Puduraya (SPPBEP). Sistem baru ini diperkenalkan, direkabentuk dan dibangunkan setelab mengkaji kelemahan sistem penjadualan perjalanan bas yang sedia ada di Puduraya. Maklumat untuk membangunkan sistem ini dikumpulkan melalui temuramah dengan kakitangan syarikat bas. Maklumnat juga didapati daripada soalan soal selidik yang diberi kepada penumpang di Perhentian Bas Puduraya. Kajian bagi sistem bas syarikat bas lain juga dilakukan melalui pelayaran internet untuk mendapatkan maklumat yang berguna bagi membangunkan sistem baru ini. Sistem baru ini membolehkan penumpang mendapatkan maklumat yang perlu tanpa pergi bertauya ke semua kaunter. …