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Autoencoded Reduced Clusters For Anomaly Detection Enrichment (Arcade) In Hyperspectral Imagery, Brenden A. McLean 2016 Air Force Institute of Technology

Autoencoded Reduced Clusters For Anomaly Detection Enrichment (Arcade) In Hyperspectral Imagery, Brenden A. Mclean

Theses and Dissertations

Anomaly detection in hyper-spectral imagery is a relatively recent and important research area. The shear amount of data available in a many hyper-spectral images makes the utilization of multivariate statistical methods and artificial neural networks ideal for this analysis. Using HYDICE sensor hyper-spectral images, we examine a variety of preprocessing techniques within a framework that allows for changing parameter settings and varying the methodological order of operations in order to enhance detection of anomalies within image data. By examining a variety of different options, we are able to gain significant insight into what makes anomaly detection viable for these images, …


Purdue Tap, Carly Turow 2016 Technical Assistance Program

Purdue Tap, Carly Turow

Engagement & Service-Learning Summit

Purdue TAP provides high-value solutions that help Indiana businesses maximize their success by increasing profits, reducing costs, and implementing growth and innovation engineering systems. Our organization serves more than 500 companies annually by implementing continuous improvement principles in the areas of productivity, growth and technology. Purdue TAP has helped our clients collectively achieve over $1 billion of economic impact in Indiana since 2005.


Development Research And Implications For Cte, Jeff M. Shannon 2016 Morehead State University

Development Research And Implications For Cte, Jeff M. Shannon

Morehead State Theses and Dissertations

A capstone submitted in partial fulfillment of the requirements for the degree of Doctor of Education in the College of Education at Morehead State University By Jeff M. Shannon on March 9, 2016.


Fire And Life Safety Analysis Of Cal Poly Engineering Iv, Business In Amarillo, Tx And Costco, Russell B. Bainbridge III 2016 California Polytechnic State University, San Luis Obispo

Fire And Life Safety Analysis Of Cal Poly Engineering Iv, Business In Amarillo, Tx And Costco, Russell B. Bainbridge Iii

Fire Protection Engineering: Culminating Experience Project Reports

The main fire protection disciplines ‐ Egress Analysis and Design, Fire Detection, Alarm and Communication Systems, Water‐based Fire Suppression Systems and Structural Fire Protection ‐ are covered in this report.

For Egress Analysis and Design, the California Polytechnic State University’s Engineering IV building was analyzed and covered in the first portion of this report. The building was analyzed against the 2015 edition of NFPA 101 and the 2015 edition of the International Building Code. It is a typical university engineering building with classrooms, professors’ offices and some laboratories. The occupancies, the occupant load, exit widths, exit lengths and number of …


Maintenance Shop Building- Comprehensive Fire Protection Evaluation, Theodore P. Stanton 2016 California Polytechnic State University, San Luis Obispo

Maintenance Shop Building- Comprehensive Fire Protection Evaluation, Theodore P. Stanton

Fire Protection Engineering: Culminating Experience Project Reports

The purpose of this report is to analyze the fire protection systems and features of the Maintenance Shop Building (MSB), which is a two story office and training building on the campus of a large industrial facility in central California. The goal of the fire protection systems and features of the Building is to provide occupants with reasonable assurance of safety from fire. This goal can be met by ensuring that occupants not intimate with the initiation of a fire will be able to safely escape from the Building in the event of the fire.

The ability of the MSB’s …


Technical Area 3 - 40; Physics Building- Fire And Life Safety Analysis, Parker Fellows 2016 California Polytechnic State University, San Luis Obispo

Technical Area 3 - 40; Physics Building- Fire And Life Safety Analysis, Parker Fellows

Fire Protection Engineering: Culminating Experience Project Reports

A Fire Protection Engineering Analysis was performed on TA‐3‐0040, Physics Building at the Los Alamos National Laboratory in Los Alamos, New Mexico. The goal of the analysis has two parts; first, to examine the buildings fire protection features from a code based prescriptive analysis and second, to examine the building and fire protection features using a performance based design analysis.

Building 40 is a 2 story structure approximately 187,000 square feet. The building was constructed in the mid‐1950s with a first floor, basement, partial sub‐basement, and various mezzanines. Originally, this building was constructed as a non‐combustible type IIB structure according …


Thermal Mass Behaviour Of Concrete Panels Incorporating Phase Change Materials, Dervilla Niall, Roger West, Sarah McCormack, Oliver Kinnane 2016 Technological University Dublin

Thermal Mass Behaviour Of Concrete Panels Incorporating Phase Change Materials, Dervilla Niall, Roger West, Sarah Mccormack, Oliver Kinnane

Conference papers

Phase Change Materials (PCM) have been incorporated into a range of building envelope materials with varied success. This study investigates two different methods of combining concrete and phase change materials to form PCM/concrete composite panels. The first method involves adding microencapsulated paraffin to fresh concrete during the mixing process. The second method involves vacuum impregnating butyl stearate into lightweight aggregate which is then included in the concrete mix design. The primary aim of the study is to determine which method is the most effective way to improve the thermal mass characteristics of a concrete panel in the context of a …


Taylor Place- Fire Life Safety Report, Christopher Thomas 2016 California Polytechnic State University, San Luis Obispo

Taylor Place- Fire Life Safety Report, Christopher Thomas

Fire Protection Engineering: Culminating Experience Project Reports

This document is a Fire and Life Safety Report on the Taylor Place Dormitory located in Phoenix, Arizona as part of the Arizona State University (ASU) downtown campus. The building was evaluated on a prescriptive basis based on the current City of Phoenix building codes and further evaluated on using performance based methods from the Society of Fire Protection Engineers (SFPE) Handbook and National Fire Protection Association (NFPA) 101 Life Safety Code®.

These building features and systems were evaluated using prescriptive methods:

General construction, fire resistive construction and fire resistive separations Occupancy, Life safety features and building egress Smoke management …


Micro-Mechanics: Fire And Life Safety Evaluation, Michael Beam 2016 California Polytechnic State University, San Luis Obispo

Micro-Mechanics: Fire And Life Safety Evaluation, Michael Beam

Fire Protection Engineering: Culminating Experience Project Reports

The purpose of this report is to perform a fire and life safety evaluation of an existing building, Micro-Mechanics. The current codes and standards are used to evaluate the following prescriptive fire protection systems including: Occupancy and Hazard Classification, Structural Fire Protection, Egress Analysis, Fire Detection, Alarm and Communication Systems, and Fire Suppression Systems. An evaluation of possible special hazards is discussed to determine if any extra precautions need to be taken to prevent uncontrollable fire or explosions. A performance based analysis is used to evaluate the effectiveness of the prescriptive building systems. Using a combination of computer models including …


Late Morning Concurrent Sessions: Innovations In Aviation Technologies: Presentation: Relative Material Loss: A Methodology For Assessing Island Airport Steel Marine Bulkheads, Robert Ernsting, Constantine M. Koursaris 2016 Embry-Riddle Aeronautical University - Worldwide

Late Morning Concurrent Sessions: Innovations In Aviation Technologies: Presentation: Relative Material Loss: A Methodology For Assessing Island Airport Steel Marine Bulkheads, Robert Ernsting, Constantine M. Koursaris

Aviation / Aeronautics / Aerospace International Research Conference

A July 2015 report from the Airports Council International – North America (ACI-NA) states “U.S. airports are long overdue for [a] major structural improvement projects. Most U.S. airports are aging, … and because of budgetary restrictions, they’re not aging well.”(Garcia and Clampet, 2015). The average US age is 40 years old with the youngest (Denver International) recently turning 20 years old. As airports continue to age, airport commissioners will struggle to find creative ways to either fund airport replacements or extend the service life of existing airport facilities (commonly referred to as service life extension projects or SLEP). Due to …


Dlvo Approximation Methods For Predicting The Attachment Of Silver Nanoparticles To Ceramic Membranes, Anne M. Mikelonis, Sungmin Youn, Desmond F. Lawler 2016 Marshall University

Dlvo Approximation Methods For Predicting The Attachment Of Silver Nanoparticles To Ceramic Membranes, Anne M. Mikelonis, Sungmin Youn, Desmond F. Lawler

All Engineering Faculty Research

This article examines the influence of three common stabilizing agents (citrate, poly(vinylpyrrolidone) (PVP), and branched poly(ethylenimine) (BPEI)) on the attachment affinity of silver nanoparticles to ceramic water filters. Citrate-stabilized silver nanoparticles were found to have the highest attachment affinity (under conditions in which the surface potential was of opposite sign to the filter). This work demonstrates that the interaction between the electrical double layers plays a critical role in the attachment of nanoparticles to flat surfaces and, in particular, that predictions of double-layer interactions are sensitive to boundary condition assumptions (constant charge vs constant potential). The experimental deposition results can …


Hydraulic Sprayer Boom Upgrade, Chad R. Omlin 2016 Central Washington University

Hydraulic Sprayer Boom Upgrade, Chad R. Omlin

All Undergraduate Projects

Title and Author: Agriculture sprayer hydraulic boom upgrade by Chad Omlin (engineering Technologies, Safety, and Construction)

Abstract: Today’s agriculture industry is all about being the most efficient with your time, land, employees, and machinery. One thing that has made farming more efficient has been the use of hydraulics. Having a sprayer unit with manual booms is not being efficient with your time and/or employees. To make the sprayer unit more efficient, hydraulic cylinders were added. Sketched solutions were analyzed using statics and mechanics of materials principles. Drawings were completed for the successful analysis solutions. Solid works software was used to …


Laser Micromachining Of Contactless Rf Antenna Modules For Payment And Cards And Wearable Objects, Matthias John 2016 Trinity College Dublin

Laser Micromachining Of Contactless Rf Antenna Modules For Payment And Cards And Wearable Objects, Matthias John

Conference papers

The use of contactless payment methods for consumer transactions is becoming increasingly popular - 1.1 billion contactless transactions were made by Visa cardholders across Europe in the 12 months to July 2015 (€12.6 billion total value). Typically the contactless payment process uses a Radio Frequency (RF) enabled smartcard or a Near Field Communication (NFC) enabled smartphone. In order to ensure continued market acceptance and repeat usage the contactless operation must be robust, quick and efficient. This paper describes the development of an inductively coupled contactless smartcard utilising UV DPSS laser micromachining to fabricate the novel antenna structures from copper laminated …


The Application Of Lean Six Sigma To Improve A Business Process: A Study Of The Order Processing Process At An Automobile Manufacturing Facility, Sherrian Francina Ellis 2016 University of South Carolina

The Application Of Lean Six Sigma To Improve A Business Process: A Study Of The Order Processing Process At An Automobile Manufacturing Facility, Sherrian Francina Ellis

Theses and Dissertations

The objective of this study is to explore the application of Lean Six Sigma to determine root causes of process inefficiency and make recommendations for improving the order processing process at an automobile manufacturing facility. State of the art process quality improvement initiatives Lean, Six Sigma, and Lean Six Sigma are used to explore literature and provide a strong theoretical background for this study. Since the study utilizes both quantitative and qualitative data, the study’s methodological approach is classified as mixed methodology. The study is empirical in nature, and single case study is strategy chosen to complete the study. The …


Development Of Coordination Control For Multiple Rooftop Units, Denchai Woradechjumroen, Haorong Li, Akekachai Deesiri 2016 Sripatum University

Development Of Coordination Control For Multiple Rooftop Units, Denchai Woradechjumroen, Haorong Li, Akekachai Deesiri

Durham School of Architectural Engineering and Construction: Faculty Publications

Rooftop Units (RTUs) have been widely applied in providing space heating and cooling for commercial buildings. In total, they serve over 60% of the commercial building floor space in the U.S. Even through the current control approaches of a RTU can maintain the zone temperature corresponding to a set point temperature, it performs inefficiently due to several factors such as limited sensing capability, non- coordinated local control, inherent oversizing effects and so on. In addition to unnecessary power consumptions, the current control and operation technology on RTUs also lead to the space humidity problem, equipment efficiency degradation, and premature failure. …


Enhancing Project Management With Lean World Class Manufacturing In Construction, Jacob Randles 2016 Georgia Southern University

Enhancing Project Management With Lean World Class Manufacturing In Construction, Jacob Randles

College of Graduate Studies: Theses & Dissertations

In construction, the goal of commercial projects is to turn a profit. This is achieved by minimizing inputs and maximizing outputs while building a product that meets the customer’s perception of value. Value is determined through pre-negotiated specifications, plans, and material quality. Even in U.S. military construction, the unit executing the construction wants to complete the task on time and on budget, which can be difficult to do. Studies on project completion showcase a surprisingly high rate of failure in reaching the aforementioned “on time, on budget” goal. It is important to understand the nuances and details of U.S. Army …


A Need For Evidence-Based And Multidisciplinary Research To Study The Effects Of The Interaction Of School Environmental Conditions On Student Achievement, Josephine Lau, Lily M. Wang, Clarence E. Waters, James A. Bovaird 2016 University of Nebraska-Lincoln

A Need For Evidence-Based And Multidisciplinary Research To Study The Effects Of The Interaction Of School Environmental Conditions On Student Achievement, Josephine Lau, Lily M. Wang, Clarence E. Waters, James A. Bovaird

Durham School of Architectural Engineering and Construction: Faculty Publications

With funding from the U.S. Environmental Protection Agency’s (EPA) Healthy Schools initiative, a research team from the University of Nebraska– Lincoln (UNL) is currently working on establishing how environmental conditions in K-12 school buildings impact student scholastic achievement. The objectives of the research project are: (1) to study comprehensively the impacts of a wide set of indoor environmental factors (including indoor air quality, thermal, lighting and acoustic conditions) on student achievement; (2) to investigate how these environmental conditions interact with each other to impact student achievement; (3) to rank order the environmental variables in terms of their relative impact on …


Fault Diagnosis Of Refrigerant Charge Based On Pca And Decision Tree For Variable Refrigerant Flow Systems, Jiangyan Liu, Huanxin Chen, Jiangyu Wang, Guannan Li, Haorong Li, Wenju Hu 2016 Huazhong University of Science and Technology

Fault Diagnosis Of Refrigerant Charge Based On Pca And Decision Tree For Variable Refrigerant Flow Systems, Jiangyan Liu, Huanxin Chen, Jiangyu Wang, Guannan Li, Haorong Li, Wenju Hu

Durham School of Architectural Engineering and Construction: Faculty Publications

Variable refrigerant flow (VRF) systems are easily subjected to performance degradation due to refrigerant leakage, mechanical failure or improper maintenance after years of operation. Ideal VRF systems should equip with fault detection and diagnosis (FDD) program to sustain its normal operation. This paper presents the fault diagnosis method for refrigerant charge faults of variable refrigerant flow (VRF) systems. It is developed based on the classification and regression tree (CART) algorithm. Data of the experimental VRF system is used to test the advantages of the CART method. Results show that the decision tree can achieve desirable diagnosis efficiency on undercharge faults, …


Physical Modeling Of The Atmospheric Boundary Layer In The University Of New Hampshire’S Flow Physics Facility, Stephanie Gilooly, Gregory Taylor-Power 2016 University of New Hampshire

Physical Modeling Of The Atmospheric Boundary Layer In The University Of New Hampshire’S Flow Physics Facility, Stephanie Gilooly, Gregory Taylor-Power

Honors Theses and Capstones

The atmospheric boundary layer is the lowest part of the atmosphere, and is defined by a region from the surface of the earth to approximately 500-1000m altitude in which air velocity changes from zero at the surface to the velocity of the wind at a certain altitude. The type of atmospheric boundary layer is characterized by the terrain it encounters, varying from open sea and mud flats to suburban areas and city centers with high- and low-rise buildings. The goal of this project is to generate different types of atmospheric boundary layers for scale model testing in the UNH Flow …


What Do We Know About Eesd And How Do We Know It?, Eddie Conlon, Iacovos Nicolaou, Brian Bowe 2016 Technological University Dublin

What Do We Know About Eesd And How Do We Know It?, Eddie Conlon, Iacovos Nicolaou, Brian Bowe

Conference papers

Huckle (2004) has argued that critical realism (CR) can provide a philosophical framework for higher education for sustainability. This paper reflects on the process of researching EESD in the Irish context and the usefulness of our approach which used mixed methods and drew on CR as its guiding philosophy. We will argue that aspects of the CR approach: its emphasis on a depth ontology, the search for causal mechanisms, its model of agency/structure relations and its emphasis on the combination of extensive and intensive methods provide tools for exploring EESD as a system. CR requires us to focus on “deeper …


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