Engineering Commons^™

The Peer Collaborative: Supporting Engineering Education Research Faculty With Near-Peer Mentoring Unconference Workshops, Alice L. Pawley, Adam R. Carberry, Monica E. Cardella, Maria-Isabel Carnasciali, Shanna R. Daly, Jenna L. Gorlewicz, Geoffrey L. Herman, Morgan M. Hynes, Shawn S. Jordan, Nadia N. Kellam, Micah Lande, Matthew A. Verleger, Dazhi Yang

Engineering and Applied Science Education Faculty Publications

The PEER Collaborative National Network is a national peer mentoring network for early career tenure-track or mid-career tenured faculty who conduct and are primarily evaluated based on their research related to engineering education. This paper discusses the development, logistics, and outcomes of two PEER workshops built around a community of practice framework. Data from internal and external evaluations are presented to provide insights into aspects that worked well and aspects that need further development. Additionally, by reflecting on the workshops, participants crafted vignettes describing the impact the PEER workshops had on their personal and professional lives. The paper concludes with …

Acuta Enews June 2014 Vol. 43, No. 6

ACUTA Newsletters

In this Issue...

The Association for College and University Technology Advancement

What's on Your Desk?

Register for Fall Seminar in Boston

ACUTA's Summer Webinars

The Telephony IP Transition: Circumventing FCC Oversight

Stream Annual Conference 2014

Annual Dues Invoices Mailed

Info Links The Real Impact of Leadership

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Creating A Seamless Pipeline Into Undergraduate Programs In Stem Fields Through Region-Wide Articulation Agreements, Immanuel Edinbarough, Mikhail M. Bouniaev, Bill W. Elliott

Manufacturing & Industrial Engineering Faculty Publications and Presentations

Underrepresented minority students pursue science, technology, engineering, and mathematics (STEM) related degrees at much lower rates compared to other segments of the population. To attract minority students, schools with STEM programs have resorted to myriad strategies such as cohorts, scholarships, mentoring, summer bridges, etc. Some schools have also sought innovative ways to develop a pipeline for graduates of two-year technical degree programs to matriculate into their four-year STEM programs and complete the remaining coursework leading to a BAT or BS degree. The University of Texas at Brownsville (UTB) has adopted this latter innovative approach to increasing student enrollment in STEM …

An Integrated Approach To Developing Technical Communication Skills In Engineering Students, Ronald S. Harichandran, David J. Adams, Michael Collura, Nadiye O. Erdil, David Harding, Jean Nocito-Gobel, Amy Thompson

Engineering and Applied Science Education Faculty Publications

The Project to Integrate Technical Communication Habits (PITCH) is being implemented across seven engineering and computer science undergraduate programs. The overarching goal of PITCH is to develop written, oral and visual communication skills and professional habits in engineering students. PITCH activities begin in the very first semester and are reinforced and extended through all four years of each program. Senior design becomes the culminating experience in which students demonstrate the skills and habits acquired through PITCH courses. Student outcomes for the project were established based on an extensive survey of employers, alumni and faculty. Communication instruments include technical memoranda, poster …

Revisiting Risk-Sensitive Mdps: New Algorithms And Results, Ping Hou, William Yeoh, Pradeep Reddy Varakantham

Research Collection School Of Computing and Information Systems

While Markov Decision Processes (MDPs) have been shown to be effective models for planning under uncertainty, theobjective to minimize the expected cumulative cost is inappropriate for high-stake planning problems. As such, Yu, Lin, and Yan (1998) introduced the Risk-Sensitive MDP (RSMDP) model, where the objective is to find a policy that maximizes the probability that the cumulative cost is within some user-defined cost threshold. In this paper, we revisit this problem and introduce new algorithms that are based on classical techniques, such as depth-first search and dynamic programming, and a recently introduced technique called Topological Value Iteration (TVI). We demonstrate …

Robust Two-Stage Stochastic Linear Programs With Moment Constraints, Sarah Yini Gao, Lingchen Kong, Jie Sun

Research Collection Lee Kong Chian School Of Business

We consider the two-stage stochastic linear programming model, in which the recourse function is a worst case expected value over a set of probabilistic distributions. These distributions share the same first- and second-order moments. By using duality of semi-infinite programming and assuming knowledge on extreme points of the dual polyhedron of the constraints, we show that a deterministic equivalence of the two-stage problem is a second-order cone optimization problem. Numerical examples are presented to show non-conservativeness and computational advantage of this approach.

A Practical Guide To An Fmri Experiment, Nasser H. Kashou

Biomedical, Industrial & Human Factors Engineering Faculty Publications

Functional Magnetic Resonance Imaging (fMRI) has been around for two decades and research in this field has been exponentially rising. Much of this research has been dominated by basic science. Recent trends have brought the clinical realm into play in which valuable contributions can still be made. Helping the clinician understand the basic concepts behind an fMRI experiment is crucial to further developing and evaluating functional paradigms and research. Critical to designing an fMRI experiment is understanding the related physics and how fine tuning scanning parameters affects the image quality, which in turn affect the findings of an fMRI study. …

Leveraging High Resolution Signalized Intersection Data To Characterize Discharge Headway Distributions And Saturation Flow Rate Reliability, Stephen M. Remias, Alexander M. Hainen, Gannon Grimmer, Alexander D. Davis, Christopher M. Day, Thomas M. Brennan Jr, James R. Sturdevant, Darcy M. Bullock

JTRP Other Publications and Reports

As highway systems become more congested, it becomes increasingly important to understand the reliability with which we can estimate important performance measures such as volume to capacity ratios, particularly as we move toward leveraging field infrastructure to obtain real-time performance measures. In 1947, Greenshields wrote a paper that characterized “green time consumed” by “car-in-line-number” that ultimately was called headway. Average headway is one of principles used by the highway capacity manual to estimate saturation flow rate at signalized intersections. However, the current analytical techniques calculate a deterministic value for saturation flow rate that does not consider the stochastic variation of …

Acuta Enews May 2014 Vol. 43, No. 5

ACUTA Newsletters

In this Issue...

State of the ResNef Report

Stream Annual Conference 2014

Annual Dues Invoices Mailed

What's Next for Net Neutrality?

Key lssues for Compliance with FCC Signal Booster Rules

Big Data: A Tool, Not an Answer

ACUTA Seeking Presenters for Fall Seminar in Boston

Info Links

Thanks to Exhibitors and Sponsors

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Rssi And Lqi Data Clustering Techniques To Determine The Number Of Nodes In Wireless Sensor Networks, Yanwen Wang, Ivan G. Guardiola, Xiaoling Wu

Engineering Management and Systems Engineering Faculty Research & Creative Works

With the rapid proliferation of wireless sensor networks, different network topologies are likely to exist in the same geographical region, each of which is able to perform its own functions individually. However, these networks are prone to cause interference to neighbor networks, such as data duplication or interception. How to detect, determine, and locate the unknown wireless topologies in a given geographical area has become a significant issue in the wireless industry. This problem is especially acute in military use, such as spy-nodes detection and communication orientation systems. In this paper, three different clustering methods are applied to classify the …

Starch-Pectin Matrices For Encapsulation Of Ascorbic Acid, Yiwei Liu

Department of Food Science and Technology: Dissertations, Theses, and Student Research

Starch and pectin are two food-grade carbohydrates widely utilized in the food industry. Starch and pectin polymers have been investigated in encapsulating functional food ingredients and in pharmaceutical applications. Resistance to enzyme hydrolysis, differential solubilities, depending on the pH, and the ability to ‘protect’ unstable molecules are considered some of the beneficial properties of starch and pectin polymers, for encapsulation applications. Food ingredients could be delivered in a controlled manner to a specific target by encapsulating in micro-scale particles, i. e., microencapsulation. Two studies were conducted to investigate the ability of selected starch-pectin blends in microencapsulating ascorbic acid (vitamin C) …

Decentralized Multi-Agent Reinforcement Learning In Average-Reward Dynamic Dcops, Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein

Research Collection School Of Computing and Information Systems

Researchers have introduced the Dynamic Distributed Constraint Optimization Problem (Dynamic DCOP) formulation to model dynamically changing multi-agent coordination problems, where a dynamic DCOP is a sequence of (static canonical) DCOPs, each partially different from the DCOP preceding it. Existing work typically assumes that the problem in each time step is decoupled from the problems in other time steps, which might not hold in some applications. Therefore, in this paper, we make the following contributions: (i) We introduce a new model, called Markovian Dynamic DCOPs (MD-DCOPs), where the DCOP in the next time step is a function of the value assignments …

On Understanding Diffusion Dynamics Of Patrons At A Theme Park, Jiali Du, Akshat Kumar, Pradeep Reddy Varakantham

Research Collection School Of Computing and Information Systems

In this work, we focus on the novel application of learning the diffusion dynamics of visitors among attractions at a large theme park using only aggregate information about waiting times at attractions. Main contributions include formulating optimisation models to compute diffusion dynamics. We also developed algorithm capable of dealing with noise in the data to populate parameters in the optimization model. We validated our approach using cross validation on a real theme park data set. Our approach provides an accuracy of about 80$% for popular attractions, providing solid empirical support for our diffusion models.

Robust System For Infection Control - An Industrial Systems Engineering Approach, Sundaravel Vinay Swarup Achudhan

Department of Mechanical and Materials Engineering: Dissertations, Theses, and Student Research

Health care delivery in the United States needs improvement. Each year about 98,000 people die as a result of medical errors and the United States is outranked by a number of developed countries in life expectancy, mortality and comorbidity. Healthcare quality is determined based on the quality of the service provided to the patient during their visit. Apart from the traditional problem solving design and development tools used to improve healthcare quality, The National Academy of Engineering and the Institute of Medicine recommend systems engineering principle and systems engineering tools to be used in health care to improve the industry. …

A Quantitative Analysis Of Decision Process In Social Groups Using Human Trajectories, Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan

Research Collection School Of Computing and Information Systems

A group's collective action is an outcome of the group's decision-making process, which may be reached by either averaging of the individual preferences or following the choices of certain members in the group. Our problem here is to decide which decision process the group has adopted given the data of the collective actions. We propose a generic statistical framework to infer the group's decision process from the spatio-temporal data of group trajectories, where each "trajectory" is a sequence of group actions. This is achieved by systematically comparing each agent type's influence on the group actions based on an array of …

Dynamic Modelling Of Impact Of Lean Policies On Production Levelling Feasibility, Hoda Elmaraghy, Ahmed Deif

Industrial Technology and Packaging

A dynamic systems approach is proposed to investigate challenges of implementing production leveling and associated costs. A model of a lean cell is developed using system dynamics. The model captures various lean tools influencing production leveling. Comparative cost analysis between various leveling implementation policies for stochastic demand with multiple products is conducted. Results showed that determining the most feasible leveling policy is highly dictated by both capacity scalability cost and limitations. The developed model and revealed insights can help lean practitioners to better decide on when and how to implement production leveling as well as determine production lots sizes.

Impact Of Dynamic Capacity Policies On Wip Level In Mix Leveling Lean Environment, Ahmed Deif, Hoda Elmaraghy

Industrial Technology and Packaging

Balancing demand's product variety in production planning is one aspect of variety management challenge. This phenomenon is described in lean systems as mix leveling. This paper approach product mix leveling problem from a dynamic perspective. A system dynamics model is developed to explore the dynamics associated with the WIP level performance at different mix leveling policies in a lean environment. The system captures different lean tools and policies. Results showed that the best WIP performance is sensitive to both the degree of lean tools implementation as well as the capacity scalability level of the system. The presented analysis showed that …

Dynamic Lean Assessment For Takt Time Implementation, Rehab M. Ali, Ahmed M. Deif

Industrial Technology and Packaging

Increasing volatility, global competitiveness, and sales crisis all force the manufacturers to commit to the journey of world-class manufacturing performance via adopting “lean systems” to enable economic success in difficult times. Among the journey to lean, one of the hardest steps is measuring the progress of lean polices implementation especially in this highly dynamic market. This paper presents a dynamic model to evaluate the degree of leanness in manufacturing firms. The model is based on system dynamics approach and presents a “leanness score” for the manufacturing system. In addition, it examines the dynamics associated with the application of “One-piece flow” …

An Integrated Approach To Assess Manufacturing Greeness Level, Ahmed H. Salen, Ahmed Deif

Industrial Technology and Packaging

This paper proposes an integrated approach for relative greenness level assessment in selected manufacturing industries at the system level. The approach builds on existing methodologies to develop a multi-layer tool box called “Greenometer” which focus on the strategic comparison for cross industries evaluation as well as tactical comparison for intra-industries. The assessment tool captures the fundamental evaluation parameters of green manufacturing namely; Environment, Energy, Resources and Economy. In addition, the Greenometer employs geometric mean method (GMM) for the strategic layer and data envelopment analysis (DEA) for the tactical layer and will be used for different selected manufacturing disciplines. The proposed …

Veneer Defect Data Collection & Analysis, Marylin Glass-Angeles, Josef Imesh, Nathan Christensen, Nathan Bowen, Zachary Miller

Research and Creative Activities Poster Day

Objectives: This project is Phase I of a two part study with the purpose of aiding Steelcase in reducing defects occurring in the sanding step of the wood manufacturing process. During Phase I, the team collected data and used the results to identify the greatest material and profit losses. The continuing goal of the study will be to address these issues to the greatest extent possible.

Modeling And Analysis Of Patient Care Assistants’ Workflow, Ewing Tiong

Research and Creative Activities Poster Day

Background

While there is a considerable amount of research on medium-to-long decision support models for healthcare systems, little emphasis is placed on research that focuses on short-term operational decisions made by healthcare providers. Patient care assistants (PCAs) provide both indirect and direct patient care under the supervision of a registered nurse (RN). Main responsibilities include:

• Gathering patient data
• Assisting patients with activities of daily living (ADLs)

Compressed Air Leak Study, Colin Knue, Suresh Kumar Baskaran

Research and Creative Activities Poster Day

Today compressed air plays very important role as part of expense. A huge chunk of expenditure can be saved as such. Effort in terms of monetary and energy will be a waste if even fraction of the compressed air is lost because of leak in the system without making the best use of it. There are leak detection and repair systems that can be adapted to overcome such wastage of compressed air. In this project, a procedure using ultrasonic leak detector to identify, locate and repair leaks is adapted. The summary of controlling already existing leaks and preventing more new …

Ergonomics Study Led Lighting Assembly, Marylin Glass-Angeles, Nathan Christensen, Josef Imesh, Lorena Peña, Natalia Matos

Research and Creative Activities Poster Day

The current assembly process of the LED Lighting product line at Landscape Forms (LF) combines high force exertion, motion repetition and an uncomfortable posture. Therefore, Industrial Engineers overseeing the manufacturing of these products raised a concern for their workers health and were interested in identifying injury risks related to the current methodology as well as opportunities for the reduction of such risks.

The Green Manufacturing Industrial Consortium’S (Gmic) Approach To Zero-Waste-To-Landfill (Zwtl), Nathan J. Christensen, Marylin Glass-Angeles

Research and Creative Activities Poster Day

Introduction: As organizations continually seek to reduce various forms of waste, some may seek to reduce their landfill impact and improve recycling and material disposal practices. Many organizations interested in reducing their landfill waste have embarked on a zero-waste-to-landfill (ZWTL) journey. This journey involves thoroughly exploring the landfill waste of an organization, reverse tracking the waste to its source, and establishing new practices and procedures for eliminating the source of waste from the landfill stream. The purpose of this poster is to describe the methodology used by the Green Manufacturing Initiative to assist companies on their ZWTL journey.

Systems Simulation Analysis Of A Hospital Rapid Response System, Shoruk Mansour

Research and Creative Activities Poster Day

The poster presents a systems simulation analysis of a hospital rapid response system. Analysis of interventions and future work related to the project are included.

Acuta Enews April 2014 Vol. 43 No. 4

ACUTA Newsletters

In this Issue...

I Annual Conference 2014

2 Stand by Me

3 ACUTA Seeking Presenters for Fall Seminar in Boston

4 Conference Gold: Top 10 Tweets

6 Board Report

7 Info Links I Check It Out

9 Conference Photo Section

Position/Speed Sensorless Control For Permanent-Magnet Synchronous Machines, Yue Zhao

Department of Electrical and Computer Engineering: Dissertations, Theses, and Student Research

Permanent-magnet synchronous machines (PMSMs) are widely used in industrial applications owing to their distinctive advantages, such as high efficiency, high power density, and wide constant power region. To achieve high-performance field oriented control, accurate rotor position information, which is usually measured by rotary encoders or resolvers, is indispensable. However, the use of these sensors increases the cost, size, weight, and wiring complexity and reduces the mechanical robustness and the reliability of the overall PMSM drive systems. The goal of the research for this dissertation was to develop a rotor position/speed sensorless control system with performance comparable to the sensor-based control …

Predictive Analytics For Outpatient Appointments, Nang Laik Ma, Khataniar Seemanta, Dan Wu, Serene Seng Ying Ng

Research Collection School Of Computing and Information Systems

Healthcare is a very important industry where analytics has been applied successfully to generate insights about patients, identify bottleneck and to improve the business efficiency. In this paper, we aim to look at the patient appointment process as the hospital is experiencing high volume of ?no shows. ?No shows have a high impact on longer appointment lead time for patients, poor patient satisfaction and loss of revenue for hospital. We use data analytics to identify pattern of ?no shows, develop a statistical model to predict the probability of ?no shows and finally operationalizing the model to embed the analytics solution …

A Control-Chart Based Method For Solder Joint Crack Detection - Conference Proceeding, Jianbiao Pan

Industrial and Manufacturing Engineering

Many researchers have used different failure criteria in the published solder joint reliability studies. Since the reported time-to-failure would be different if different failure criteria were used, it would be difficult to compare the reported reliability life of solder joints from one study to another. The purpose of this study is to evaluate the effect of failure criteria on the reported thermal fatigue life and find out which failure criterion can detect failure sooner. First, the application of the control-chart based method in a thermal cycling reliability study is described. The reported time-to-failure data were then compared based on four …

Acuta Enews March 2014 Vol. 43, No. 3

ACUTA Newsletters

In this Issue...

1 Board of Directors 2014-15

2 Learning Analytics

3 Annual Conference 2014

4 Members Celebrate Anniversaries

6 WebRTC: DTMF and 911

7 Board Report

7 lt's a Girl!

8 lnfo Links

9 Welcome New Members

9 Check lt Out