Engineering Commons^™

On The Statistical Estimation Of Rényi Entropies, Elia Liitiäinen, Amaury Lendasse, Francesco Corona

Engineering Management and Systems Engineering Faculty Research & Creative Works

Estimating Entropies is Important in Many Fields Including Statistical Physics, Machine Learning and Statistics. While the Shannon Logarithmic Entropy is the Most Fundamental, Other Rényi Entropies Are Also of Importance. in This Paper, We Derive a Bias Corrected Estimator for a Subset of Rényi Entropies. the Advantage of the Estimator is Demonstrated Via Theoretical and Experimental Considerations. © 2009 IEEE.

Acuta Enews December 2009, Vol. 38, No. 12

ACUTA Newsletters

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Board Approves Slate of Nominees for 2010-2011 Board of Directors

From the President.......... Harvey "Buck" Buchanan, Florida State Univ., ACUTA President

Mutli-Event Discount: Attend More in 2010 and Save More!

Tech Talk: what's the Next Really Big Thing?.........................Kevin Tanzillo, Dux PR

Washington Update Newsletter

Nominate Now for ACUTA Ruth A. Michalecki Leadership Award

Board Report.................Jeri A,. Semer, Executive Director

Happy Holidays from the ACUTA Staff

DC Update Dave Ostrom, Washington State Univ, (retired)

BlCSI-Governmental Relations for 2009-2010 ................Richard Reed, RCDD, BlCSI

Audio Seminar: "lMS: The Future of Fixed Mobile Convergence"

Follow Corporate Members on Twitter 8 lnfo …

Design, Reconstruction And Evaluation Of A Dynamometer For Quarter Scale, Samuel Sanchez

BioResource and Agricultural Engineering

This project discusses the design, reconstruction, and evaluation of a dynamometer. A new test stand for the Quarter Scale team would improve the testing of the engines and the Continuously Variable Transmission (CVT). All the readings will be done electronically in order to provide the most accurate data collection. The dynamometer will be a closed hydraulic system for ease of use. This system will be able to test all of Quarter Scale engines. The data collected will be used to determine which engines are in the best condition, and which may need to be fixed. With the new design, the …

Reinforcement Learning For Model Building And Variance-Penalized Control, Abhijit Gosavi

Engineering Management and Systems Engineering Faculty Research & Creative Works

Reinforcement learning (RL) is a simulation-Based technique to solve Markov decision problems or processes (MDPs). It is especially useful if the transition probabilities in the MDP are hard to find or if the number of states in the problem is too large. in this paper, we present a new model-Based RL algorithm that builds the transition probability model without the generation of the transition probabilities; the literature on model-Based RL attempts to compute the transition probabilities. We also present a variance-penalized Bellman equation and an RL algorithm that uses it to solve a variance-penalized MDP. We conclude with some numerical …

Adaptive Type-2 Fuzzy Maintenance Advisor For Offshore Power Systems, Zhaoxia Wang, C. S. Chang, Fan Yang, W. W. Tan

Research Collection School Of Computing and Information Systems

Proper maintenance strategies are very desirable for minimizing the operational and maintenance costs of power systems without sacrificing reliability. Condition-based maintenance has largely replaced time-based maintenance because of the former's potential economic benefits. As offshore substations are often remotely located, they experience more adverse environments, higher failures, and therefore need more powerful analytical tools than their onshore counterpart. As reliability information collected during operation of an offshore substation can rarely avoid uncertainties, it is essential to obtain consistent estimates of reliability measures under changing environmental and operating conditions. Some attempts with type-1 fuzzy logic were made with limited success in …

A Particle Swarm Optimization Using Random Keys For Flexible Flow Shop Scheduling Problem With Sequence Dependent Setup Times, Vinodh Sankaran

All Theses

In this research, a particle swarm optimization algorithm (PSO) using random keys is developed to schedule flexible flow lines with sequence dependent setup times to minimize makespan. The flexible flow line scheduling problem is a branch of production scheduling and is found in industries such as printed circuit board and automobile manufacturing. It is well known that this problem is NP-hard. For this reason, we approach the problem by implementing a particle swarm optimization (PSO), a metaheuristic which is inspired by the motion of a flock of birds or a school of fish searching for food. The proposed PSO has …

A Logistic Regression Model To Predict Incident Severity Using The Human Factors Analysis And Classification System, Hrishikesh Kavade

All Theses

The Human Factors Analysis and Classification System (HFACS) is used to help identify causal factors that lead to human error. The framework has been used in a variety of industries to identify leading contributing factors of unsafe events, such as accidents, incidents and near misses. While traditional application of the HFACS framework to safety outcomes has allowed evaluators to identify leading causal issues based on frequency, little has been done to gain a more comprehensive view of the system's total risk. This work utilizes the concept of event severity along with the HFACS framework to help better identify target areas …

Effectiveness Of Team-Building And Teamwork In Real And Virtual Worlds, Rachana Ranade

All Theses

Given the increasing importance of globalization and collaboration, this research investigates the possibility of performing team-building training for globally dispersed teams using the capabilities of the virtual world Second Life. Three meeting conditions, the 3D virtual world Second Life, a combination of face-to-face and Second Life and face-to-face were evaluated. Thirty randomly assigned 3 person teams performed an ice-breaker session and then a team-building activity in each meeting condition. Four dependent variables were measured: task completion time; quality of task performance; the subjective satisfaction with the process based on group cohesiveness, perception of the process and satisfaction with the outcome; …

Thermoelastic Behavior Of A Small Bearing Cage, Eric Planting

All Theses

The full field non contact measurement of objects undergoing testing is one of interest for manufacturers of parts which are graded on their longevity. Unfortunately, for homogenous small parts with irregular geometries, such as bearing cages, the solution for testing is typically to use only a FEA model and compliment the testing of the model with simply cyclically loading the sample until failure. To better understand the stresses and behavior of a small object Thermoelasticity can be employed in order to see in a full field technique what stress patterns exist and their correlation to a FEA model.
The FEA …

Performance Of Storm Water Stage And Quality Measuring Instruemtnation Of A Small Watershed Using A Remote Monitoring Station, Rebecca Crane

All Theses

ABSTRACT


As economic development proceeds special care must be taken to preserve and sustain our water resources. Monitoring the storm water from a watershed during a rainfall event can help quantify any changes in water quantity and quality. An accurate means of measuring flow is necessary for all watershed monitoring projects. This study was conducted to analyze the performance of stage, turbidity, and temperature measuring devices in a laboratory setting as well as on Honeycutt Creek in Clemson, South Carolina.
The stage measuring devices under study include: a radar level sensor, ultrasonic transmitter, pressure transducer, and a bubbler module. A …

Sensor-Based Soil Water Monitoring To More Effectively Manage Agricultural Water Resources In Coastal Plain Soils, Christopher Bellamy

All Theses

Cotton (Gossypium hirsutum L.) is widely grown in the United States with 5.7 million ha grown nationally and 1.2 million ha grown in the humid southeastern states in 2005. From 1969 to 2003, agricultural irrigated farmland acreage and total water applied increased by over 40% and 11% respectively to include a total of 55.3 million acres in 2002. Combined with recent and more frequent drought periods and legal water conflicts between states, there has been an increased interest in more effective southeastern water management, thus making the need to develop improved irrigation scheduling methods and enhanced water use efficiency of …

The Part Count Tool (Pact) For Concept Selection, Tarang Parashar, Katie Grantham Lough, Robert B. Stone

Engineering Management and Systems Engineering Faculty Research & Creative Works

This paper presents a part count tool that automates the consideration of manufacturing cost during the conceptual design phase by predicting part count for a particular product concept. with an approximate number of parts per product in the conceptual design phase, the designer can estimate the cost associated with the product. on the basis of the cost, the designer can make changes according to budget requirements. the part count tool will also aid in ranking the design concepts by number of components for a product. This tool utilizes existing automated concept generation algorithms to generate the design concepts. It extracts …

Risk Matrix Input Data Biases, Eric D. Smith, William T. Siefert, David Drain

Engineering Management and Systems Engineering Faculty Research & Creative Works

Risk matrices used in industry characterize particular risks in terms of the likelihood of occurrence, and the consequence of the actualized risk. Human cognitive bias research led by Daniel Kahneman and Amos Tversky exposed systematic translations of objective probability and value as judged by human subjects. Applying these translations to the risk matrix allows the formation of statistical hypotheses of risk point placement biases. Industry-generated risk matrix data reveals evidence of biases in the judgment of likelihood and consequence-principally, likelihood centering, a systematic increase in consequence, and a diagonal bias. Statistical analyses are conducted with linear regression, normal distribution fitting, …

Using Electronic Faculty Course Portfolios To Showcase Classroom Practices And Student Learning, Paul Savory, Amy M. Goodburn

Department of Industrial and Management Systems Engineering: Faculty Publications

Faculty course portfolios are a valuable medium for documenting and making visible the serious intellectual work of teaching. Developing a faculty course portfolio follows the same process one uses to explore a research question. Faculty members inquire, analyze, and document their teaching practices and the resulting student learning and then make the results accessible for use, review, and assessment by one’s peers. In this article, we introduce four types of electronic course portfolios that sponsor different forms of inquiry into student learning. We highlight the major components of each type, offer advice in developing them, and share examples of each. …

Simpler Packaging, Tomiko Oden

Graphic Communication

This project explains how product packaging is become more "green", and thus more simple. Packaging needs to go beyond just simplifying materials and graphics - it needs to create a simpler process in order to reduce wasted time, energy, and resources.

Is The Test Of Senior Friendly ⁄Child Resistant Packaging Ethical?, Laura Bix, Javier De La Fuente, Kenneth D. Pimple, Eric Kou

Industrial Technology and Packaging

Research has documented the drastic reduction of unintentional poisonings of children since the introduction of child resistant (CR) packaging. However, studies also indicate that consumers report difficulty using CR packages, in part because tests which determine the ‘senior friendliness’ of CR designs that are used throughout the world disallow people with ‘overt or obvious’ disabilities from being test subjects. Our review of drug package usability suggests that the current tests of CR packaging can and should be revised to correct this problem. We use US legislation, regulation and data to exemplify these points, but the conclusions are applicable to all …

2-D And 3-D Assessment Of Cambered And Symmetric Airfoils: A Cfd Study, Tuncay Kamas

All Theses

A two dimensional and three dimensional computational study has been carried out respectively regarding aerodynamic forces affecting a symmetric airfoil, NACA0015 and a cambered airfoil, NACA2414. The negative lift (down force) and drag forces were predicted through the simulation of airflows over inverted rear-wings in different configurations namely; varying incidences i.e. angles of attack of the airfoils, two dimensional cross section of the inverted rear wings to be mounted on back of a car, and varying speeds of initial airflow.
The downforce increases as the angle of attack increases however, if an inverted rear wing is fixed on a car …

A Scanpath Comparison Of The Salient Features Of Weather Among General Aviation Pilots Based On Training And Experience, Michael Sawyer

All Dissertations

Over the last 20 years the number of annual accidents in general aviation has seen a steady decline. The annual number of fatal accidents, however, has remained relatively stable. Adverse weather is consistently cited as a leading cause of fatal accidents in general aviation; weather accidents have a fatality rate nearly four times that of other general aviation accidents. Reviews of accident data reveal that often these accidents occur when inexperienced pilots who are certified only for visual flight rules flight continue into adverse weather. The Situation Assessment Hypothesis suggests these accidents occur when pilots fail to accurately recognize weather …

Real-Time Vehicle Parameter Estimation And Adaptive Stability Control, John Limroth

All Dissertations

This dissertation presents a novel Electronic Stability Control (ESC) strategy that is capable of adapting to changing vehicle mass, tire condition and road surface conditions. The benefits of ESC are well understood with regard to assisting drivers to maintain vehicle control during extreme handling maneuvers or when extreme road conditions such as ice are encountered. However state of the art ESC strategies rely on known and invariable vehicle parameters such as vehicle mass, yaw moment of inertia and tire cornering stiffness coefficients. Such vehicle parameters may change over time, especially in the case of heavy trucks which encounter widely varying …

Detecting The Process' 1.5 Sigma Shift: A Quantitative Study, James R. Stevenson

Dissertations and Theses @ UNI

Process behavior can change with time. In this study an attempt was made to discover whether the Six Sigma™ claim of changes in the process mean stayed within +/- 1.5 sigma units. Several process groups were examined for a particular firm that made metal castings, machined parts, tested major components and assembled these into a vehicle that was a product sold to the customer. As the assembly progressed, deficiencies were identified and recorded. Analyses employed cumulative sum (CUSUM) sequence charts, Autoregressive Integrated Moving Average (ARIMA) time series analyses, minimum mean square error (MMSE) exponentially weighted moving average (EWMA), Shewhart control …

The Root Causes Of Errant Ordered Radiology Exams, Benjamin Duman

Boise State University Theses and Dissertations

The purpose of this research was to determine why there was a high number of errant radiology orders from requesting physicians at ATA Hospital. As the researcher, I wanted to clearly define errant orders, determine the root causes of errant orders, and further, make recommendations that would help diminish current as well as future order errors. This study answers three research questions: RQ1. Exactly what are the performance problems associated with errant orders within ATA Hospital’s radiology department that warrant further research? RQ2. What causes the increase in errant radiological orders at ATA Hospital? And, RQ3. What types of performance …

Human Error In Mining: A Multivariable Analysis Of Mining Accidents/Incidents In Queensland, Australia And The United States Of America Using The Human Factors Analysis And Classification System Framework, Jessica Patterson

All Dissertations

Historically, mining has been viewed as an inherently high-risk industry. Nevertheless, the introduction of new technology and a heightened concern for safety has yielded marked reductions in accident and injury rates over the last several decades. In an effort to further reduce these rates, the human factors associated with incidents/accidents need to be addressed. A modified version of the Human Factors Classification and Analysis System (HFCAS-MI) was used to analyze lost time accidents and high-potential incidents from across Queensland, Australia and fatal accidents from the United States of America (USA) to identify human factor trends and system deficiencies within mining. …

An Investigation On The Use And Flexibility Of Genetic Algorithms For Logistic Regression, Sara Yoder

All Dissertations

Social scientists and other users of large data sets often desire a model to predict the probability that some condition exists, such as the probability that a person has diabetes or that a credit card transaction will be fraudulent. In general, this can be done by data mining techniques, which allow multiple records of data composed of numerous independent variables and one dependent variable to be examined in a statistical fashion to make a predictive model. One particular technique used is logistic regression. Logistic regression forms a predictive model based on a set of independent variables by assigning coefficients to …

Long-Term Prediction Of Time Series By Combining Direct And Mimo Strategies, Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa, Amaury Lendasse

Engineering Management and Systems Engineering Faculty Research & Creative Works

Reliable and Accurate Prediction of Time Series over Large Future Horizons Has Become the New Frontier of the Forecasting Discipline. Current Approaches to Long-Term Time Series Forecasting Rely Either on Iterated Predictors, Direct Predictors Or, More Recently, on the Multi-Input Multi- Output (MIMO) Predictors. the Iterated Approach Suffers from the Accumulation of Errors, the Direct Strategy Makes a Conditional Independence Assumption, Which Does Not Necessarily Preserve the Stochastic Properties of the Time Series, While the MIMO Technique is Limited by the Reduced Flexibility of the Predictor. the Paper Compares the Direct and MIMO Strategies and Discusses their Respective Limitations to …

Acuta Enews November 2009, Vol. 38, No. 11

ACUTA Newsletters

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From ACUTA Headquarters: Announcing ACUTA Connections ............Jeri Semer, CAE, Exec. Dir

Audio Seminar: "Cutting the Telecom Power Bill"

Deadline Approaching for Institutional Excellence Awards

Tech Talk: Forecast: Cloudy, with a Slight Chance of Lost Data? .............Kevin Tanzillo, Dux PR 3

UNC to Place Wind Turbines along the Outer Banks......................... From Campus technology News Update

DC Update ..........Dave Ostrom, Washington State University (retired)

lnfo Links................. Randy Hayes, Univ. of Northern lowa

Washington Update Newsletter for ACUTA Members

Bring Fall Seminar to Your Desktop 6 Remember: Nominate Now for 2010-2011 Board of Directors

Send Payments Direct to ACUTA

Addressing …

Developing Processes And Criteria For External Reviews Of Scholarly Teaching, Paul Savory, Amy M. Goodburn

Department of Industrial and Management Systems Engineering: Faculty Publications

This workshop explores theoretical questions and practical strategies for how to develop peer reviewers for faculty required to document their scholarly teaching. After reading two mini case-studies of how faculty have documented the intellectual work of their teaching, participants will engage in guided discussion about reviewing and assessing such work and about developing faculty communities equipped to do such work. Presenter(s) also will seek feedback on guidelines that they have developed for external reviewers of SOTL work.

Measurement And Analysis Of Shocks To Products Packaged In Pails In Single Parcel Ground Shipments, Sher Paul Singh, Jay Singh, Pakapol Kittipinyovath

Industrial Technology and Packaging

The objective of this study was to measure and analyse the shocks and impacts experienced by pails in the single parcel distribution environment, with and without a secondary corrugated shipper. The study was conducted in the FedEx Ground shipping environment in the USA. Instrumented 5 gal pails were shipped with and without an outer corrugated box, and with and without handling (precautionary warning) labels, from East Lansing, Michigan to destinations in California and New York. Data recorders were used to collect and analyse shock distribution data (drop heights, drop orientations and number of drops). The results showed that the precautionary …

A Model For Sustainable Humanitarian Engineering Projects, Evan A. Thomas, Bernard Amadei, Robyn Sandekian

Mechanical and Materials Engineering Faculty Publications and Presentations

The engineering profession should embrace a new mission statement?to contribute to the building of a more sustainable, stable, and equitable world. Recently, engineering students and professionals in the United States have shown strong interest in directly addressing the needs of developing communities worldwide. That interest has taken the form of short-and medium-term international trips through Engineers Without Borders?USA and similar organizations. There are also several instances where this kind of outreach work has been integrated into engineering education at various US institutions such as the University of Colorado at Boulder. This paper addresses the challenges and opportunities associated with balancing …

Acuta Enews October 2009, Vol. 38, No. 10

ACUTA Newsletters

In This lssue

Nominate Now for 2010-2011 Board of Directors

From the President........... Harvey "Buck" Buchanan, Florida State Univ., ACUTA President

Tech Talk To Blog or Not to Blog....................Kevin Tanzillo, Dux PR

Nominate Now for Institutional Excellence Award

Board Report....................... George Denbow Univ. of Texas-Austin, ACUTA Secretary/Treasurer

DC Update.................Dave Ostrom, Washington State Univ. (retired)

Audio Seminar: "Cutting the Telecom Power Bill"

Tweet Tweet?................. .Amy Burton, Mgr., Membership Marketing & Corp. Relations

Get Your ACUTA Logo Here

lnfo Links ............ Randy Hayes, Univ. of Northern lowa

Financial Crisis Activity in Washington Newsletter

Welcome New Members

Leed Certification Workbook For Eco-Charrette Process Improvement At The Boeing Company, Wesley R. Fromm

Industrial and Manufacturing Engineering

Companies across the globe are greening their portfolios. In an effort to define green construction, the United States Green Building Coalition (USGBC) has developed Leadership in Energy and Environmental Design (LEED) Certification. LEED provides a means for measurement and accountability in sustainable design. However, the volume of information to be processed when considering a building's candidacy is daunting. The LEED Certification Workbook for Eco-Charrette Process Improvement at the Boeing Company takes on this task. By utilizing observations from Boeing's Shared Services Group in Seal Beach, California, the designed solution meets the requirements for an effective gathering of stakeholders in the …