Engineering Commons^™

Framework For Integrating Industry Knowledge Into A Large Language Model To Assist Construction Cost Estimation, Prashnna Ghimire

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

The construction industry generates a large amount of data across projects produced by digital devices, tools, and methods, and this volume is rapidly increasing. However, the industry lags behind in adopting data-driven technologies. On the other hand, the rapid advancement of generative AI (GenAI) in recent years, especially state-of-the-art large language models (LLMs), shows great potential and has been increasingly adopted in many industries; however, the construction industry is behind in adoption. While academic studies have proposed various machine learning applications for construction, industry implementation has lagged due to a disconnect between these proof-of-concept developments and practical industry needs. Also, …

Smart Highway Construction Site Monitoring Using Artificial Intelligence, Mehran Mazari, Yahaira Nava-Gonzalez, Ly Jacky N. Nhiayi, Mohamad H. Saleh

Mineta Transportation Institute

Construction is a large sector of the economy and plays a significant role in creating economic growth and national development,and construction of transportation infrastructure is critical. This project developed a method to detect, classify, monitor, and track objects during the construction, maintenance, and rehabilitation of transportation infrastructure by using artificial intelligence and a deep learning approach. This study evaluated the performance of AI and deep learning algorithms to compare their performance in detecting and classifying the equipment in various construction scenes. Our goal was to find the optimized balance between the model capabilities in object detection and memory processing requirements. …

Drilled Displacement Columns As A Method To Mitigate San Francisco 'Bay Mud', Cole Soderman

Construction Management

This case study investigates the process of drilled displacement columns as a substitute for traditional pile foundations. The setting for the project is in California's infamous 'bay mud' which poses in the form of building settlement. The case study begins with a run down of what drilled displacement columns are compared to traditional pile foundations. To gain a diverse perspective several parties were interviewed on the process of drilled displacement columns. The interviewees include members of the general contractor's team, the subcontractor, and the Owner's Representative. The universal positives were time and materials which result in reducing the price for …

Investigating The Benefits Of Utilizing Mass Timber In Construction, Eden Hitzke

Construction Management

Over the past decade, mass timber—an umbrella term for engineered wood products used as primary structural elements—has gained traction in the USA as a sustainable material for multistory buildings. Mass timber is a compelling alternative to steel and concrete due to its practical construction benefits, which were discovered through interviews with architects, engineers, and contractors. The interviews reveal advantages such as a streamlined construction process, reduced site disruption, and improved structural precision thanks to off-site manufacturing. Mass timber’s biophilic aspect improves indoor occupant satisfaction and market appeal. By documenting real-world experiences, the study highlights mass timber’s benefits due to its …

Cal Poly Construction Spanish Class, Josue E. Basilio

Construction Management

This project develops a Construction Spanish & Communication course for Cal Poly’s Construction Management program to address the growing need for bilingual communication on job sites. The course equips students with essential Spanish language skills for safety meetings, work instructions, and team coordination, improving job site efficiency and inclusivity. Deliverables include a detailed course outline in preparation for the semester conversion, curriculum, course catalog entry, and a first-day lecture presentation. The course blends lecture-based instruction with hands-on activities like role-playing, translation exercises, and real-world simulations. Assessments include scenario-based quizzes, a reflection essay, participation grading, and a final exam to ensure …

Recycled Filtered Contaminants From Liquid-Fed Pyrolysis As Novel Building Composite Material, Alessia Romani, Daniel Kulas, Joseph Curro, David R. Shonnard, Joshua Pearce

Electrical and Computer Engineering Publications

Liquid-fed pyrolysis allows the conversion of contaminated postconsumer plastic waste into valuable resources, removing contaminants through wax dissolution and filtration. One of the main challenges is currently represented by the management of its main byproduct, the contaminant-rich retentate from the filtration process. New circular economy strategies are needed to use this waste plastic-based composite as secondary raw materials. Despite the increasing trend in using plastic and plastic-waste composites for the building sector, there are currently limited applications of industrial recycling waste as engineering construction materials, e.g., from pyrolysis. This study evaluates the suitability of contaminant-rich retentate from liquid-fed pyrolysis of …

Psychosocial Determinants Of Public Transportation Use Among Brazilian And American Users: An Integrated Modeling Approach, Ingrid Luiza Neto, Hartmut Günther, Bryan E. Porter, Taciano L. Milfont, Pastor Willy Gonzales Taco, Caroline Cardoso Machado

Psychology Faculty Publications

Overreliance on cars can promote individual, environmental, economic and social problems, requiring the development of measures to reduce car use and encourage the use of more sustainable transport options. Contributing to this call, here we report a cross-cultural study conducted in Brazil (n = 312) and the United States (n = 518) investigating the applicability of the model of Bamberg and Möser in predicting the use of public transport. Results indicated the model is equivalent across samples, regarding both the measures and the relations between the variables of the model. Intention strongly predicted self-reported public transport behaviour, explaining 70% of …

Implementation And Performance Evaluation Of Plastic Road Mix Design In Parking Lot, Ishraq Faruk

Civil Engineering Dissertations - Archive

The uncontrolled proliferation of plastic waste has emerged as a global environmental crisis, with high-density polyethylene (HDPE) constituting a substantial fraction of the waste stream due to its extensive use in packaging and its resistance to degradation. In parallel, asphalt pavements particularly in urban infrastructure such as parking lots experience accelerated deterioration from raveling, rutting, and cracking as a result of thermal cycling, repetitive loading, and inadequate drainage. These converging challenges present an opportunity for innovative, circular-economy-based sustainable pavement technologies that simultaneously improve surface durability and mitigate plastic waste accumulation.

This research investigates the full-scale implementation and monitoring of HDPE …

Software Literacy In Construction, Aidan Cazares

Williams Honors College, Honors Research Projects

The construction industry increasingly relies on software like Bluebeam Revu for their quantity takeoff, document management, and collaboration needs. This project will outline pertinent information obtained through their Bluebeam professional training program and reflect it with a detailed estimate of a real life construct project.

Automatic Scoring Cornhole Board System, Eric Diffendal, Jonah Harsh, Connor Lengel, Brett Sukie

Williams Honors College, Honors Research Projects

The objective is to create a self-scoring cornhole board that can detect and calculate each team's score based on the bags thrown each round and to be created at a low cost/eventually being sold at the current cost of a normal board. When playing cornhole, the game is simple: throw a bag on the board; however, the scores are variable (deduct and add) across each round. The most common issue when playing cornhole is miscalculations of the scores and forgetting the correct scores. Thus, this invention will make gameplay easy for all to play.

Prediction Of Cost And Schedule Changes In Transportation Projects Through Historical Bid And Change Order Document Analysis – Using Oklahoma Dot Project Cases., Rabin Shrestha

UNLV Theses, Dissertations, Professional Papers, and Capstones

Construction bid documents encompass project specifications, drawings, schedules, and other critical details and are the foundation for project bidding and execution. Accurate bid documents are essential to ensure project bids are competitive, realistic, and aligned with requirements. However, bid documents are susceptible to risks from various sources. Failure to identify and rectify these risks can result in inaccurate cost estimates and higher bids. Therefore, identifying and resolving risks within bidding or contract documents are of utmost importance. While prior research has shed light on potential risk factors within the bid documents, a noticeable gap remains in the literature regarding identifying …

Building Safely: How Spanish Specific Safety Can Impact Job Sites, Luis D. Aguilar Montano

Construction Management

This project explores how Spanish Specific Safety Training is being approached in the construction industry, with an attempt to identify some possible issues associated with language barriers and accessibility to these trainings. This research involved data collection through thirty analytical surveys, in addition to conducting three semi-structured interviews with construction workers and supervisors. The focus of the data collection was to gain insights into several key areas, including training accessibility, workplace injuries, language barriers, and worker comfort. The survey results indicated strong support for Spanish-language safety training, with respondents recognizing its potential to improve safety and overall worker comfort. Many …

Transmission Main Construction Management - An Assessment Of Project Tracking During Transition To A Cloud Based System, Martin C. Munger

LSU New Orleans Theses and Dissertations

A massive $2B settlement between the Federal Government and the City of New Orleans to remediate the damage to municipal infrastructure from Hurricane Katrina and the failed USACE levee system required the repair of roughly 400 of 1600 miles of roadways in New Orleans. The mandated repairs included many subsurface utilities below those roads. Traditional engineering construction project management practices proved inadequate to manage such a massive undertaking on the strict timelines mandated by FEMA funding. Unprecedented volumes of work for the engineering and construction industries and the government agencies tasked with performing the work from design through construction revealed …

Towards Human-Machine Collaboration In Autonomous Material Handling On Construction Sites, Jyrki Oraskari, Lukas Kirner, Marit Zöcklein, Sigrid Brell-Cokcan

Human-Machine Communication

In the contemporary construction industry, the shortage of skilled labor has prompted the exploration of automation as a remedy and machine autonomy as a potential solution to the environmental conditions at the site. This research explores the balance between human oversight and the independent decision-making capabilities of robots for material delivery on construction sites. Using a scenario-based approach, autonomy in construction robotics is evaluated across four human-machine interaction cases with spatial and temporal dimensions. The expected outcomes revolve around improved safety through better human-machine communication and establishing an interoperable data model to enhance robot autonomy. This aims to automate tasks …

Innovations To Increase Plywood Shear Wall Design Capacity And Resiliency, "Mega Walls", Through Ductile Metal Strapping, Trevor Douglas Reichenberg, Tara Suzanne Reich, Katelyn Marie Lowry

Architectural Engineering

The researchers of this project are three undergraduate Architectural Engineering students at California Polytechnic State University, San Luis Obispo. Plywood shear walls are common structural elements in timber structures that resist lateral forces. Since their introduction to the industry in the 1950s, their shear capacities have remained essentially unchanged amongst the innovations of other wooden lateral systems. Prior to this project, Cal Poly undergraduate researchers have taken on the challenge of modernizing the shear wall. The “MeGa Wall” project was born: a system that implements metal gauge strapping which enhances a conventional wall by reducing nail connection failures. Full-scale experimental …

Safety And Risk Management Strategies For Achieving Regulatory Compliance In Construction Projects, Danny Rodriguez

Harrisburg University Dissertations and Theses

The architectural and construction business places great importance on safety and regulatory compliance because of its inherent high-risk nature and strict legal obligations. The prevalence of accidents and infractions at construction sites underscores the imperative for enhanced safety management systems and compliance with rules, notwithstanding substantial endeavors. The main objective of this study is to examine the many elements that impact the effectiveness of safety management, adherence to regulations, and the development of a safety culture, with the ultimate purpose of improving safety outcomes on construction sites.

The issue statement pertains to the difficulties associated with safety management and compliance …

Trust: The Inertia Taxonomy Of Trust And Learning Outcomes Of Trust Building Exercises, Ann B. Lyons

All Theses

This study investigates United States construction professionals’ view of trust in the workplace. In particular the focus is on building trust through trust building exercises. In order to accomplish this, a literature review was conducted focusing on trust in the worldwide construction industry. This was followed by interviews with US construction professionals who focus on team building. These interviews informed a survey sent to a wide variety of US construction professionals. The survey had two sections of content questions, 1. view of trust indicators and 2. perception of trust building exercises. Finally, experts in the field of construction team building …

Building A Trusted Relationship Among Project Participants In Construction Projects On Tribal Land, Dominica J. Bennett

Civil Engineering ETDs

There are 574 federally recognized tribes in the United States, and these tribal communities differ by culture, language, history, and self-governance. Performing a tribal construction project is different than a non-tribal project due to tribal sovereignty, tribes are both legally and regulatory independent. The United States has recognized its trust with Indigenous tribes through treaties, statutes, and historical relations, however treaties and statutes have been broken over time. This paper aims to qualitatively and quantitatively identify relationships and trust built between contractors, designers, and owners on construction projects while identifying challenges. The methodology involves survey distribution to rank the level …

Mitigating Uncertainty: Analyzing The Role Of Risk Management In The Construction Industry, Mike Nwafor

Harrisburg University Dissertations and Theses

The construction industry, inherently dynamic and complex, faces a myriad of uncertainties that can significantly impact project outcomes. In this context, effective risk management emerges as a critical component in ensuring project success and sustainability. This abstract explores the role of risk management in the construction industry, highlighting its multifaceted impact on project timelines, costs, and overall quality. Risk management in construction includes detecting, assessing, and managing possible hazards and opportunities throughout the project's life cycle. It includes a proactive approach to anticipating, analyzing, and responding to uncertainties driven by factors such as design modifications, material shortages, labor concerns, weather …

Exploring The Impact Of Artificial Intelligence On Project Management Across The Manufacturing, Technology, And Construction Industries, Susie Diaz Ferrera

Harrisburg University Dissertations and Theses

This study explores the impact of Artificial Intelligence (AI) on project management across the manufacturing, technology, and construction industries. The research focuses on understanding the benefits, challenges, and long-term implications of AI utilization in these sectors. Key findings indicate that 46% of participants use AI mainly for task automation and enhancing functions like brainstorming and communication, which significantly boosts efficiency and team productivity. Despite these benefits, the research identifies several obstacles, including high initial costs, inadequate training, technical issues, and unclear regulatory guidelines. The study addresses four main questions, revealing that AI not only enhances project management processes but also …

Investigating The Performance Of Bendable Concrete Against Traditional Concrete, Landon J. Poston

Construction Management

The qualitative research in this case study evaluates the importance of bendable concrete within various construction settings. The data aims to justify the interest in bendable concrete, as well as why it is not being used more in structural work. The intended stakeholders of this paper are concrete suppliers, contractors, and researchers who are looking for more imperative ways to manufacture a more sustainable form of concrete. Through a brief online meeting and a Google Form questionnaire, company participants were able to provide the knowledge and feedback desired for how bendable concrete can be incorporated more in the future of …

Feasibility Of Implementing A Construction Project In An International Country, Kristina Poliseri

Construction Management

This paper examines the execution of an international service project involving the construction of a complex system. It explores three distinct approaches assuming a fully designed system: building the system in the U.S. and shipping it internationally, having system pieces constructed entirely in the destination country prior to arrival for assembly, and developing a prototype in the U.S. followed by the construction of a full-scale system in the international country. Each method presents unique advantages and challenges. Building in the U.S. ensures high quality, advanced technology, and meeting tolerances, however, leads to significant fees, shipping costs, and logistical complications. Constructing …

Why The Construction Industry Is Falling Behind In Technology Use, Caden Y. Daniels

Construction Management

Technology is becoming more impactful in the everyday life of almost every industry across the world. New products are being released every year to allow the mundane processes of work to be streamlined for maximum efficiency, leaving valuable time for the more pressing matters of a company. The construction industry is one of the largest and most essential industries in the world, but it has fallen behind in the use of technology. History has shown us that when new technology is introduced there is almost always some sort of pushback or buffer time for people to adopt. Just in the …

Construction Wellness: Analyzing Mental Health Issues And Solutions For Construction Workers, Joshua Franks

Construction Management

The construction industry is known for its demanding nature, often leading to significant mental health challenges among its workforces. This study investigates mental health issues prevalent in construction, focusing on identifying key stressors and potential protective factors. A mixed-method approach was employed, combining a systematic literature review with a survey distributed to construction professionals. The survey gathered data on job satisfaction, stress, coping mechanisms, and the availability and utilization of mental health resources. Results indicated high levels of job dissatisfaction and stress, with respondents citing poor communication, excessive work hours, and lack of control over their roles as primary stressors. …

Construction Wellness: Analyzing Mental Health Issues And Solutions For Construction Workers, Joshua Franks

Construction Management

The construction industry is known for its demanding nature, often leading to significant mental health challenges among its workforces. This study investigates mental health issues prevalent in construction, focusing on identifying key stressors and potential protective factors. A mixed-method approach was employed, combining a systematic literature review with a survey distributed to construction professionals. The survey gathered data on job satisfaction, stress, coping mechanisms, and the availability and utilization of mental health resources. Results indicated high levels of job dissatisfaction and stress, with respondents citing poor communication, excessive work hours, and lack of control over their roles as primary stressors. …

Tmha Parking Lot Project, Steven Hickman, Jack Gugale

Construction Management

The Transitional Mental Health Association (TMHA) parking lot project in Edna, California, aimed to construct a 4,400 SF decomposed granite (DG) parking lot for the TMHA’s Youth Treatment Program (YTP). TMHA’s YTP involves giving children in a transitional housing state a safe and welcoming place to live while addressing the problem of unhoused children in San Luis Obispo County. This initiative involved extensive grading, forming, surveying, and installing the necessary infrastructure to ensure both functional and aesthetic improvements for the facility. The project was meticulously planned and executed during the Spring, 2024 quarter, with a budget of approximately $4,285. The …

San Luis Obispo High School Ffa Farm Chicken Coop Construction, Tara R. Keene

Construction Management

This paper covers the construction process by a team of students from California Polytechnic State University, San Luis Obispo (Cal Poly) to provide a chicken coop for the San Luis Obispo High School FFA Farm. First initiated in Fall 2023, the project will replace the existing temporary chicken coops with a larger and more functional structure to house over 10 chickens. This paper focuses on the construction phase, but also briefly touches on the design and pre-construction phases. Through meetings with the client, the team of students developed a design that met the high school’s criteria and needs. Key features …

Construction Panel Discussion At Arroyo Grande High School, Grace I. Devaney

Construction Management

Grace Devaney conducted a panel presentation and discussion on Wednesday, May 15, 2024, at Arroyo Grande High School for 2 architecture and engineering class periods with 5 guest speakers. The guest speakers were asked various questions about their respective careers and organizations, during which students could ask questions if something mentioned sparked curiosity. Each class was provided with flyers, made by Grace Devaney, which included the guest speaker’s names and professions, a QR code to the ACE mentorship program website, and an email followed with a survey to gauge student feedback. The purpose of this project was to expose high …

Construction Of Concrete Shear Wall & Modular Foundations - Procurement And Quality Control, Justin J. Coffin

Construction Management

This project details the planning, construction, quality control, and logistics processes throughout the construction of a concrete shear wall and modular footings. The project focused on constructing the wall and footings as they were designed to ensure they meet strength parameters to be used in the High Bay Lab at California Polytechnic State University in San Luis Obispo for seismic testing. The complex designs, encompassing dense rebar gages and post tensioned bars, required extensive hours of labor and quality control. This paper will cover the main phases of the construction process and how they were acquired. Furthermore, the considerations taken …

Exploring The Impact Of Personal Protective Equipment (Ppe) Quality On Construction Individuals, Daniel Seo

Construction Management

Personal Protective Equipment (PPE) is essential in protecting workers on construction sites. Construction sites are known to have various hazards that can lead to death or injury. While PPEs are designed to protect workers from these injuries, its usage and quality affects its capability. As PPE is distributed by construction companies, it is imperative to identify the determinants of quality PPE. These factors include psychological factors like perceived risk, comfort, and safety attitudes. Two surveys were conducted on seventeen (17) construction management industry individuals and twenty-one (21) construction management students to determine the preferences of PPE and their views regarding …