Engineering Commons^™

Automatic Identification Of Animals In The Wild: A Comparative Study Between C-Capsule Networks And Deep Convolutional Neural Networks., Joel Kamdem Teto, Ying Xie

Master of Science in Computer Science Theses

The evolution of machine learning and computer vision in technology has driven a lot of

improvements and innovation into several domains. We see it being applied for credit decisions, insurance quotes, malware detection, fraud detection, email composition, and any other area having enough information to allow the machine to learn patterns. Over the years the number of sensors, cameras, and cognitive pieces of equipment placed in the wilderness has been growing exponentially. However, the resources (human) to leverage these data into something meaningful are not improving at the same rate. For instance, a team of scientist volunteers took 8.4 years, …

Laboratory Self-Weight Consolidation Testing Of Dredged Material Analyzed Using A One-Dimensional Finite Strain Consolidation Method, Artine Azimi

Master of Science in Civil Engineering Theses

Research has shown that the properties which govern the consolidation of dredged material are best determined using a one-dimensional finite strain consolidation theory. This method requires a complete relationship between void ratio and effective stress for all expected void ratios in a dredged layer, which can be determined from laboratory testing. The United States Army Corps of Engineers (USACE) suggests using a self-weight consolidation test apparatus to obtain void ratio/effective stress conditions for very low effective stresses. In this paper a modified laboratory testing method of a self-weight consolidation test is developed to obtain a range of void ratios and …

Implementation Of Secure Dnp3 Architecture Of Scada System For Smart Grids, Uday Bhaskar Boyanapalli

Master of Science in Computer Science Theses

With the recent advances in the power grid system connecting to the internet, data sharing, and networking enables space for hackers to maliciously attack them based on their vulnerabilities. Vital stations in the smart grid are the generation, transmission, distribution, and customer substations are connected and controlled remotely by the network. Every substation is controlled by a Supervisory Control and Data Acquisition (SCADA) system which communicates on DNP3 protocol on Internet/IP which has many security vulnerabilities. This research will focus on Distributed Network Protocol (DNP3) communication which is used in the smart grid to communicate between the controller devices. We …

An Iot System For Converting Handwritten Text To Editable Format Via Gesture Recognition, Nidhi Patel

Master of Science in Computer Science Theses

Evaluation of traditional classroom has led to electronic classroom i.e. e-learning. Growth of traditional classroom doesn’t stop at e-learning or distance learning. Next step to electronic classroom is a smart classroom. Most popular features of electronic classroom is capturing video/photos of lecture content and extracting handwriting for note-taking. Numerous techniques have been implemented in order to extract handwriting from video/photo of the lecture but still the deficiency of few techniques can be resolved, and which can turn electronic classroom into smart classroom.

In this thesis, we present a real-time IoT system to convert handwritten text into editable format by implementing …

New Algorithms For Compressed Sensing Of Mri: Wtwts, Dwts, Wdwts, Srivarna Settisara Janney

Master of Science in Computer Science Theses

Magnetic resonance imaging (MRI) is one of the most accurate imaging techniques that can be used to detect several diseases, where other imaging methodologies fail. MRI data takes a longer time to capture. This is a pain taking process for the patients to remain still while the data is being captured. This is also hard for the doctor as well because if the images are not captured correctly then it will lead to wrong diagnoses of illness that might put the patients lives in danger. Since long scanning time is one of most serious drawback of the MRI modality, reducing …

Atmospheric Resiliency: Enhancing Environmental Air Quality Through Bio-Architecture, Francesca Boakye

Bachelor of Architecture Theses - 5th Year

The theory of purifying a city’s smog filled atmosphere by using green microalgae can be architecturally realized through a designed building envelope composed of multiple units of microalgae filled perforated panels. The nature of this project is bio-architectural. Precise execution of it relies on deep research in vehicular emission pollution in terms of molecular composition. This research will help identify the most prominent pollutant in the smog composition and match it to a species of algae that can completely process it during photosynthesis. In addition to air pollution research, research on algae typology, growth and environmental impact is also essential …

Innovation In Commercial Supersonic Aircraft With Candidate Engine For Next Generation Supersonic Aircraft, Christopher D. Roper, Jordan Fraser, Alain J. Santos

Senior Design Project For Engineers

The objective of this design study and competition - Next Generation Supersonic Candidate Engine and Aircraft Design, is a response to a proposal and is motivated by NASA’s National Research Announcement in 2006. The requirements of this design study are provided by AIAA (American Institute of Aeronautics and Astronautics). The aircraft designed is a private business class. The aircraft engine performs at a maximum speed of Mach 1.8 and supersonic cruise speed of Mach 1.6 at 55,000 feet and a range of 4000 nmi. A generated mission profile through considerations in flight regime will drive the design involved in the …

Class A Average Handle Time Standard, Stephanie Lee

Senior Design Project For Engineers

This report provides an analysis and evaluation on the Average Handle Time performed at Class A. The Universal, Shipping, International, Tracking, InfoNotice, Amazon, Field Support Group, and Preferred Customer Associates call types are evaluated in this study. An Average Handle Time Standard is created, while meeting the appropriate sample size, covering multiple site locations, at various times of the day and days of the week, and meeting corporate quality expectations. Methods of cost analysis, Six Sigma, and optimization are utilized in this study. The V-Process Model is used to verify the system. The implementation and results served as the verification …

Atlanta (Kennesaw) Ereturn Project, Shannon Ard, Trisha Donnelly-Nelson, Scott Michael

Senior Design Project For Engineers

The Siemens Energy, Inc. Tool and Instrument Facility is an internal tool rental center that assembles tool kits and ships them to power generation sites. When miscellaneous, broken or extra tools are returned, they are sent to the eReturn area, where tools are processed and reentered into inventory. The current eReturn system is long and complex. The cluttered area causes tools to remain in eReturn for extended periods before being reentered into the inventory. The additional time causes unnecessary ordering and prevents tools from being used in more kits. The team's objective is to determine a solution that will allow …

Atlanta Traffic Optimization Final Design Review, Biram Nicol, Vick Abwavo, Brandon Harris

Senior Design Project For Engineers

To solve the Metro-Atlanta traffic problem, we have embarked in numerous efforts to find feasible goals that had worked in other states with similar situations. In dealing with the traffic problem around the Metro area, we have designed a rail system to counter if our proposed idea of eliminating trucks within the Metro area is realized. This will be a more cost-effective area as the rail system is set to pay for itself after a decade and half of operation.

This idea might be considered radical, but our findings showed that 39.50% of freight is transferred by rail according to …

Multipurpose Glider-Quadcopter Uas, Cody Delarosa, Lucas Richards, Ty Hilton

Senior Design Project For Engineers

The goal for this design was to develop a dual stage UAS that will deliver medical supplies to people in need in remote locations. To accomplish this, a quadcopter was designed to release a glider with the payload therein. A scaled down prototype was produced for analysis purposes. A conceptual model was fully designed that is capable of effectively taking off vertically, accelerating to a desired velocity, releasing the glider, and returning back to the initial takeoff location. The glider was designed to be fully controllable in order to accurately reach the desired location. System aerodynamics and quadcopter propulsion were …

Grady Health Systems Linen Optimization, Kyleia Hutton, Samira Abdi

Senior Design Project For Engineers

Grady Memorial Hospital, under Grady Health Systems (GHS), is the fifth largest public hospital systems in the United States of America. In the Southeast region, Grady Memorial Hospital is a premier level I trauma institution, that also provides other medical service specialties that accumulate a diverse, and knowledgeable set of medical professionals. Within this report, there are various recommendations that our team has presented based on different scenarios that could be present within the interaction of the linen management department and other departments at Grady Health Systems. These recommendations will aid in determining the best decision that can be made …

Ejm Chain Fall Tooling Optimization, Migual Medina, Esraa Abdulmahdi, James Algarin

Senior Design Project For Engineers

The following report describes the progress made by the EJM Chain Fall Tooling Optimization Team since the In-Progress Review. The team has finalized the facility layout design for the chain fall area including the concept of operations, functional requirements, and performance specifications. The scope of the project is completing the new procedures for reducing waste and completing the AutoCAD drawing of the final design. The team researched the objectives accomplished by the new layout design. The goal of the project is to reduce the safety hazards and increase productivity. The team shifted the focus to the salvage, recycling, and waste …

Feasibility Study Of Mohawk Industries Water Bottle Recycling Program With Automated Compactor/Baler, Brody Cook, Chris Yeager, Parker Cook

Senior Design Project For Engineers

Mohawk Industries requested a senior design project for a feasibility study of a compactor/baler program. The compactor/baler program has the potential to reduce Mohawk Industries’ polyethylene terephthalate (PET) recycling center costs, thereby increasing the company’s profits. Mohawk Industries uses PET from recycled plastic bottles as a raw material to extrude carpet yarn fibers. Currently, Mohawk Industries has two methods to obtain the PET required to extrude the carpet yarn fibers: purchase recycled bottles from landfills/recycling centers and extrude into PET pellets, or purchase PET pellets from an outside source at a much higher cost. The compactor/baler program would introduce a …

Carlex Glass Laminated Side Glass Process Optimization, Jake Massingill, Marshal Turner

Senior Design Project For Engineers

The intent of this project is to determine how many racks of glass should be inserted into the autoclave at a given time in order to maximize productivity of the Laminated Side Glass line. Based on this value, the total number of workers necessary at finishing and the cycle time of the bag furnace were determined. This was achieved by building a model of the line in Arena and analyzing it. The model demonstrated that twelve is the optimal number of racks to insert at a given time, only one team of two workers is necessary per shift, and that …

Service Drive 2020 - Fine Design, David Sirotinsky, Ling Marshall

Senior Design Project For Engineers

This report explores a cloud network solution for the automotive industry. The project scope was defined with a problem statement. Robust connectivity solutions offered by the OEM manufacturers provide data communication between the customer and the connected car, but lack data communication from the customer to the private franchise dealers. This antiquated business model creates variation in operation from one dealer to the other and creates a challenge to apply a standardized solution. One fundamental requirement is to provide a network solution that can seamlessly integrate into existing hardware, software and process infrastructure.

The project group conducted interviews with two …

Improvement Of Quality Processes- Asset Condition Assessment Tool And Process For Vanderlande Industries, Mariantonia Hoyos Lopez, Tori Shonk

Senior Design Project For Engineers

Vanderlande Industries is the global market leader in the value added logistic process automation for airports, the parcel market, warehouses, and e-commerce. The company’s extensive portfolio of integrated solutions results in fast, reliable and efficient automation technology. The VI Marietta office supports airport sites that have an operational BHS. These sites hire VI to operate and maintain the site. Preventive, corrective, and emergency maintenance is completed on the equipment to maintain operational success. Usually, the U.S. sites that are supported have BHS systems that are old and worn down. It is important for VI to determine the risk of maintaining …

Sauce Repackaging Test: Atlanta, Hannah Smith, Gideon Larios, Christopher Gilbert

Senior Design Project For Engineers

Overview

This project belongs to the Chick-fil-A Supply Chain Innovation Team. This team has designed a new packaging product, which breaks down their current packing product into smaller load units. The Atlanta Sauce test was the first live implementation of this new product, the inner pack. The Supply Chain Team began preparing for this test in May 2017. In this test, the team were specifically looking for product issues, benefits, product user behaviors, and areas of improvement.

Objective

The purpose of this project was to research the implementation of a new sauce packaging. During this research, the current sauce replenishment …

Budget Planning Process & Forecasting For It Enterprise, Joel Fillmon

Senior Design Project For Engineers

No abstract provided.

Novelis Teaching Table, Phillip Laplante, Robert Hemker, Taylor Mcgriff, Juan Restrepo, Shelly Abraham

KSU Journey Honors College Capstones and Theses

Novelis is a company that specializes in metal casting, recycling, and rolling. They primarily focus on aluminum rolling for cans and car bodies but are an industry leader in numerous related areas. As the rolling process is not taught in most general engineering courses, Novelis periodically teaches new engineers and technicians about the specifics of this relatively mathematically complex process. Most of the current teaching methods are through PowerPoint presentations and group exercises, with minimal hands-on involvement. One of the most useful tools for teaching the rolling process is an actual jeweler’s rolling mill, which Novelis currently possesses, but is …

Analytical Hierarchy Process Evaluation Of The Proposed Slim Modular Flexible Electric Bus Rapid Transit System, Yunji Kim

Master of Science in Civil Engineering Theses

As metropolitan Atlanta area is the one of the fastest growing regions in the nation, its demand for transportation infrastructure has grown. The region between Cobb County and Fulton County experiences the heaviest congestion in Metro-Atlanta. CobbLinc Route 10 is the only form of public transportation serving this area. To relieve the congestion and provide more effective public transportation system, Connect Cobb Corridor project has been proposed with the possible implementation of Bus Rapid Transit (BRT) system. Although BRT has gained popularity for its operational flexibility and efficiency, efforts have been put into developing a new concept vehicle that is …

Ultra Efficient Commercial Transport Challenge- Nasa Design Challenge- X-Jab-Ect, Ramin Abdul, Jacob Beiting, Evan Johnston

Senior Design Project For Engineers

Today’s aircraft require new innovation to be able to produce the same amount of lift, but with the design decrease the amount of drag produced. The X-JAC ECT has the ability and is an innovative airframe to reduce today’s fuel costs. The baseline comparison for the X-JAB is the Boeing 747-400 aircraft, the payload, range, speed, and altitude are the same f or the X-JAB and the 747. Through use of supercritical airfoils, the X-JAB was designed as a blended wing body aircraft to produce more lift while evenly balancing the weight of the aircraft and the payload. Through parametric …

A-Set Process Improvement, Gabriel Rubio, Davis Jackson, Christopher Olaya

Senior Design Project For Engineers

Siemens Energy offers world-class products and solutions for power generation. They help their clients worldwide to successfully operate conventional power plants by renting out their toolkits. Clients can work on anything from gas or steam turbines, generators, turbines, or even hybrid power and storage. One of Siemens’ more profitable toolkits would be the A-Set, or as the floor assemblers refer to as ‘the majors,’ which consists of two large conex containers filled with thousands of tools ready for any type of operation at power plants. By looking at how long it takes floor assemblers at the Siemens Facility in Suwanee, …

Reducing Damaged And Returned Inventory At Mds Logistics, Chris Montell, Darioush Moein, Amir Samadabadi

Senior Design Project For Engineers

MDS Logistics is a middle-man that delivers and installs appliances to multi-family complexes and neighborhoods in Georgia. One of the biggest issues that they face in day-to-day operation is damaged and returned appliances. MDS’s longest standing contract is with GE and GE has extensive records of damage that is incurred by using similar companies across the country. We will be consulting with MDS while using the data produced by GE to compare MDS with the similar companies to see where improvement can be made reasonably.

When an appliance is damaged it is brought back to MDS’s warehouse where they are …