Digital Commons Network^™

Gender Differences In The Mental Health Of Parents During The Covid-19 Pandemic, Lucia Regina Gomes

Economics

The global COVID-19 pandemic has impacted the mental health of many in the world. With stay-at-home orders and schools transitioning to remote learning, the mental health of parents specifically has become an important topic for research. This paper utilizes Ordinary Least Squares Regression to examine the effect of gender on depleted mental health among U.S. parents. The results indicate an association between mothers and worsened mental health during the onset of the pandemic in the U.S.

Hypersonic Heat Transfer Load Analysis In Star-Ccm+, Robert Comstock

Master's Theses

This thesis investigates the capabilities of STAR-CCM+, a Computational Fluid Dynamics (CFD) software owned by Siemens, in predicting hypersonic heat transfer loads on forward-facing surfaces. Results show that STAR-CCM+ predicted peak heat transfer loads within +/- 20% of experimental data on the leading edge of a delta wing design from the X-20 Dyna-Soar program with 73^o of sweep. Steady-state laminar simulations were run as replications of wind tunnel tests documented in NASA CR-535, a NASA technical report that measured and studied the hypersonic pressure and heat transfer loads on preliminary X- 20 wing designs across a wide range of …

Comparison Of Classification Algorithms And Undersampling Methods On Employee Churn Prediction: A Case Study Of A Tech Company, Heather Cooper

Master's Theses

Churn prediction is a common data mining problem that many companies face across industries. More commonly, customer churn has been studied extensively within the telecommunications industry where there is low customer retention due to high market competition. Similar to customer churn, employee churn is very costly to a company and by not deploying proper risk mitigation strategies, profits cannot be maximized, and valuable employees may leave the company. The cost to replace an employee is exponentially higher than finding a replacement, so it is in any company’s best interest to prioritize employee retention.

This research combines machine learning techniques with …

The Feasibility Of Real Time Location Systems In Construction, John O. Brouse Iv

Construction Management

The construction industry is becoming increasingly sophisticated by implementing new computer-based technologies to improve safety, efficiency, accountability, and many other aspects. One new type of technology that is becoming increasingly popular in other labor based industries is real time locating systems. These systems allow for managers to keep accountability of a variety of assets in a manufacturing facility or industrial center. Recent research has shown the benefits and potential uses of these systems on construction jobsites. This paper seeks to analyze the potential for Real Time Location Systems (RTLS) to be used on construction jobsites and compare the different RTLS …

Improving Sustainable Fertilizer Practices For Pomegranate By Leaf Nutrient Concentration Evaluation And Fertilizer Trials, Minh Le

Master's Theses

Fruit tree leaf nutrient concentrations are commonly used to determine fertilizer rates, but information is limited regarding nutrient requirements, seasonal N uptake and removal rates, and soil N dynamics for pomegranate. Relationships between fertilizer rates, leaf nutrient concentrations, fruit yield and quality were examined in five mature, commercial California ‘Wonderful’ pomegranate orchards. Site 1 was observed for two growing seasons (2018-2019) and sites 2-5 were observed for one season (2018 or 2019). In 2018, 150, 300, or 450 g N/tree was applied at sites 1-3 in a single application at early fruit development or in two equal applications at early …

Spacecraft Trajectory Optimization Suite (Stops): Design And Optimization Of Multiple Gravity-Assist Low-Thrust (Mgalt) Trajectories Using Modern Optimization Techniques, Michael G. Malloy

Master's Theses

The information presented in the thesis is a continuation of the Spacecraft Trajectory Optimization Suite (STOpS). This suite was originally designed and developed by Timothy Fitzgerald and further developed by Shane Sheehan, both graduate students at California Polytechnic State University, San Luis Obispo. Spacecraft utilizing low-thrust transfers are becoming more and more common due to their efficiency on interplanetary trajectories, and as such, finding the most optimal trajectory between two planets is something of interest. The version of STOpS presented in this thesis uses Multiple Gravity-Assist Low-Thrust (MGALT) trajectories paired with the island model paradigm to accomplish this goal. The …

B-Plane Targeting With The Spacecraft Trajectory Optimization Suite, Jared Graef

Master's Theses

In interplanetary trajectory applications, it is common to design arrival trajectories based on B-plane target values. This targeting scheme, B-plane targeting, allows for specific target orbits to be obtained during mission design. A primary objective of this work was to implement B-plane targeting into the Spacecraft Trajectory Optimization Suite (STOpS). This work was based on the previous versions of STOpS done by Fitzgerald and Sheehan, however STOpS was redeveloped from MATLAB to python. This updated version of STOpS implements 3-dimensional computation, departure and arrival orbital phase modeling with patched conics, B-plane targeting, and a trajectory correction maneuver. The optimization process …

Impact Of Soil Properties On Removal Of Emerging Contaminants From Wastewater Effluent During Soil Aquifer Treatment, Lauren N. Riley

Master's Theses

This study evaluates soil properties that impact the effectiveness of soil aquifer treatment (SAT) as a polishing step to the remove two classes of ECs from wastewater effluent: pharmaceuticals and personal care products (PPCPs), and engineering nanomaterials (ENMs). In recent years, it has been determined that elevated levels of emerging contaminants (ECs) are being released into the environment with wastewater effluent. ECs are proven to cause adverse environmental and health effects as a result of long-term exposure. It is important to evaluate sustainable solutions to improve the current methods of wastewater treatment to address these ECs.

Soil aquifer treatment (SAT) …

Finite Element Analysis Of Total Knee Arthroplasty, Sean Yueh

Master's Theses

The total knee arthroplasty (TKA) has become one of the most successful procedures in all of medicine, with an average of over 966,000 operations performed a year. Since its introduction in 1968, the TKA’s surgical process and implant designs have continuously been improved to increase survivability. However, the need for a revision TKA – due to aseptic loosening – continues to be a problematic aspect of the procedure. Stress shielding induced by different design parameters of the implant has generated controversy in the determination of an ideal configuration. The purpose of this study is to investigate how implant design parameters …

Towards On-Device Detection Of Sharks With Drones, Daniel Moore

Master's Theses

Recent years have seen several projects across the globe using drones to detect sharks, including several high profile projects around alerting beach authorities to keep people safe. However, so far many of these attempts have used cloud-based machine learning solutions for the detection component, which complicates setup and limits their use geographically to areas with internet connection. An on-device (or on-controller) shark detector would offer greater freedom for researchers searching for and tracking sharks in the field, but such a detector would need to operate under reduced resource constraints. To this end we look at SSD MobileNet, a popular object …

Interplanetary Trajectory Optimization With Automated Fly-By Sequences, Emily Ann Doughty

Master's Theses

Critical aspects of spacecraft missions, such as component organization, control algorithms, and trajectories, can be optimized using a variety of algorithms or solvers. Each solver has intrinsic strengths and weaknesses when applied to a given optimization problem. One way to mitigate limitations is to combine different solvers in an island model that allows these algorithms to share solutions. The program Spacecraft Trajectory Optimization Suite (STOpS) is an island model suite of heterogeneous and homogeneous Evolutionary Algorithms (EA) that analyze interplanetary trajectories for multiple gravity assist (MGA) missions. One limitation of STOpS and other spacecraft trajectory optimization programs (GMAT and Pygmo/Pagmo) …

Predicting Personality Type From Writing Style, Tanay Gottigundala

Master's Theses

The study of personality types gained traction in the early 20th century, when Carl Jung's theory of psychological types attempted to categorize individual differences into the first modern personality typology. Iterating on Jung's theories, the Myers-Briggs Type Indicator (MBTI) tried to categorize each individual into one of sixteen types, with the theory that an individual's personality type manifests in virtually all aspects of their life. This study explores the relationship between an individual's MBTI type and various aspects of their writing style. Using a MBTI-labeled dataset of user posts on a personality forum, three ensemble classifiers were created to predict …

Machine Learning Based Predictions Of Dissolved Oxygen In A Small Coastal Embayment, Manuel Valera, Ryan K. Walter, Barbara A. Bailey, Jose E. Castillo

Physics

Coastal dissolved oxygen (DO) concentrations have a profound impact on nearshore ecosystems and, in recent years, there has been an increased prevalance of low DO hypoxic events that negatively impact nearshore organisms. Even with advanced numerical models, accurate prediction of coastal DO variability is challenging and computationally expensive. Here, we apply machine learning techniques in order to reconstruct and predict nearshore DO concentrations in a small coastal embayment while using a comprehensive set of nearshore and offshore measurements and easily measured input (training) parameters. We show that both random forest regression (RFR) and support vector regression (SVR) models accurately reproduce …

Users Background And Perception Of Robotic Demolition Equipment, Matthew Elston Jones

Construction Management

Robotic demolition equipment or demolition robots are robots that resemble excavators without the cab, that can be controlled by an operator at a safe distance. This equipment can access hazardous environments and provides versatility in the demolition methods possible. Robots have become a popular choice for contractors looking for a competitive advantage. Currently there is little research about the demolition robot market and how the industry views the technology. This research first seeks to answer background questions on the users and their experience with demolition robots. The research also answers perception questions such as the benefits, drawbacks, and reasons for …

Reintroduction Of Skilled Trade Programs For High School Students, Cristian Ayala-Quirino

Construction Management

The curriculum that incorporated skilled trades has vanished from many high schools, and more students are encouraged to attend college instead of pursuing trades. People view construction labor positions as jobs instead of careers. The construction industry is facing a substantial labor shortage amongst skilled laborers throughout the whole industry. Not enough people know how beneficial a career in the construction labor force can be. If more people knew about these career opportunities, they might have a greater interest in pursuing a career as a skilled tradesperson. To comprehend students’ understanding of the construction industry and examine where we can …

Pre-Construction Documents For A Mobile Food Assembling & Distribution Station, Winnie He

Construction Management

On Christmas Eve of 2018, Jessica He Liu, a chef in Los Angeles opened her home to friends and family to volunteer and help assemble food boxes and personal hygiene products and distributed these goods out to those in need. What started off as a goal to spread kindness during the holidays, became a yearly traditional non-profit volunteering event for those families involved. In March 2020, the deadly COVID-19 pandemic took the world by surprise, causing a copious amount of social distancing guild lines to be formed and enforced. Although there was still a slight hope that the pandemic would …

Blockchain Technology In The Construction Industry, Marco C. Reza

Construction Management

The construction industry has not advanced as quickly as other industries in the aspects of time, cost, and quality; but Blockchain could be the solution. While there have been improvements in the construction sector such as BIM or Prefabrication, nothing compares to those in other industries. This brings the search for a new technology that would boost construction to a new level of productivity. One technology that could potentially do this is Blockchain. Blockchain, defined in a big picture, is like a shared google sheet where anybody could add information but nobody could delete it. This technology could change the …

Virtual Recruiting: The Impact Of Virtual Interviews & Hiring Events On Construction Students, Abram G. Briones-Colman

Construction Management

Recruitment from college construction programs was drastically altered by not being allowed to gather in person in large groups for the majority of 2020. Companies could no longer recruit in person as they had at past college events, and instead connected and communicated with students virtually. The construction management department at California Polytechnic State University San Luis Obispo (Cal Poly), bridged this gap between recruiting companies and current students, at a virtual career fair using a collaborative hub built on Microsoft Teams. Data was gathered from students via a survey after attending this first departmental virtual fair, to measure impacts …

An Analysis Of The Cost Impacts Experienced By Drywall Subcontractors During Covid-19, Brenden Schow

Construction Management

Covid-19 has presented issues in many forms for the drywall tenant improvement (TI) industry due to regulations and restrictions instilled in the Bay Area, California. This report details appropriate implementation of force majeure clause in contracts, stay-at-home orders with regard to construction and updated OSHA requirements. It then goes into analysis on cost impacts observed by various drywall companies operating in the Bay Area and how they are created and controlled. This analysis is supported by interviews conducted with representatives from six different drywall subcontractors who are involved in the estimating and bidding process. Interviews consisted of eight open ended …

Pismo Beach Lions Club Sidewalk Replacement, Ramon Hernandez Jr

Construction Management

The objective of this senior project was to provide a long lasting and safe sidewalk for all the people that attend the Lions Club for future events. The idea came to be after talking to Karen Walsh, and how many previous visitors had tripped and fallen from the uneven sidewalk. The sidewalk was originally poured over 30+ years ago, and it was time for a newly built pathway. The project involved creating an estimate, schedule and coordinating with the club to see the project all the way through. The new sidewalk is now built stronger than ever before and is …

Covid-19 Impact On Construction Companies And Responses To The Pandemic, Justin Kyle Reno

Construction Management

The end of 2019 and throughout 2020 brought along the COVID-19 pandemic which majorly impacted the construction industry. For construction work to continue through the pandemic, adjustments to procedures and protocols were made that satisfied city and state requirements to reduce the virus spread. Since the virus is deemed highly contagious it is much easier to contract than a common flu, making containment for any potential spread a high priority. Understanding different companies’ responses to the pandemic at the construction jobsite level provides opportunities to implement procedures to stop the spread of the virus. Using in-depth interviews, this paper examines …

Organize, Prepare, And Painting Project: Pismo Beach Lions - Club, Luis Badillo

Construction Management

This paper explains the management process and execution of a project based senior project painting for a nonprofit. The main aim of the project was to give back to a charity organization that offers their time and energy to support their local community. This project occurred during the COVID 19 pandemic, and appropriate safety protocols were used including in communicating with the club representatives. The Pismo Beach Lions Club building was weathered and in need of fresh paint. The original color logo of the Lions Club is blue and white and was preferred that the building remain the same colors. …

Case Study: Effects Of Covid-19 On A Mid-Size San Francisco Commercial General Construction Company, Andrew G. Maxwell Jr

Construction Management

The Covid-19 pandemic has had an adverse effect on the commercial construction industry. New safety procedures and regulations set by local government and health officials have made it difficult for construction to proceed at the efficiency level it had prior to the pandemic. The San Francisco Bay Area was subject to strict protocols starting in March of 2020 that vastly limited the capability of construction companies to perform work. This case study looks into the ways in which a mid sized commercial general construction contractor from the San Francisco Bay Area was impacted by Covid-19 and the methods they used …

Understanding Culture Within The Construction Industry Through Lifelong Learning (Slo 24), Skylar Schrank

Construction Management

Understanding cultural differences is a crucial step for the success of a construction firm. Creating a common ground for diversifying the perspectives of individuals in the construction industry will prove to progress the success of a company and the projects that are a part of these firms. This study guide will define what culture means for construction, the different types of cultures in the construction industry, as well as how to implement cultural background in our education for cultural understanding. The result will be an understanding on how culture poses a risk to construction and how these risks can be …

Returning To Learn By Doing, Jeremiah W. Miller

Construction Management

The objective of my senior project was to help return the Cal Poly SLO Construction Management Department to their hands-on labs after the COVID-19 Pandemic forced all learning to go virtual. To return to hands-on labs, I needed to create a set of protocols that faculty and staff could use before, during, and after the labs to prevent the spread of COVID-19. These protocols needed to be simple enough that professors could use them every day and effective enough to make students feel safe to continue attending in person labs. If these protocols were to be accepted, they would need …

Academic Senate - Agenda, 11/17/2020, Academic Senate

Academic Senate Agendas

No abstract provided.

Imagine: A Critical Examination Of Activist Methods, Lisa Kemmerer

Between the Species

Activists perpetually seek new methods for confronting, reducing, and ultimately ending animal/anymal exploitation. Powerful industries repeatedly work to shut down every means that activists adopt. Through creative analogy, this piece facilitates critical analysis of one of the contemporary movement’s most popular methods of direct action.

Humans, Elves, And Greenland Sharks: Against Kagan’S Distributive Argument For Hierarchical Moral Status, Dustin R. Crummett

Between the Species

Shelly Kagan argues that “unitarianism,” the claim that animals and humans have equal moral status, has intuitively implausible distributive implications. I argue that Kagan’s reasoning can, with certain modifications, be applied equally well to undermine his own view, and that the responses Kagan can make to this modified reasoning are also available to the unitarian responding to Kagan’s original argument. Accordingly, Kagan cannot consistently hold his own view while also endorsing his main against unitarianism.

Academic Senate - Agenda, 11/10/2020, Academic Senate

Academic Senate Agendas

No abstract provided.

Executive Committee - Agenda, 11/03/2020, Academic Senate Executive Committee

Academic Senate Agendas

No abstract provided.