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The Development of a Local and Distance Delivered Reliability
and Maintainability Engineering Masters Degree Program
by Wes Hines, Director, Reliability and Maintainability
Engineering Program, College of Engineering, University of
Tennessee, Knoxville, TN 37996-2300
Abstract:
This paper presents the development of a Master of Science (MS)
degree program in Reliability and Maintainability Engineering at
the University of Tennessee. The maintenance program at UT began
a decade ago with the formation of the Maintenance and
Reliability center and the academic program grew through a
National Science Foundation curriculum development grant. The
academic program was initially limited to a few classes leading
to undergraduate and graduate certificates. This paper
describes the curricular development process including surveys
designed to measure industrial demand and presents the final MS
curriculum. Lastly, the dual delivery system, that includes a
web-based distance delivery system, is presented.
1. Background:
In 1996 The College of Engineering at the University of
Tennessee (UT) formed the Maintenance and Reliability Center (MRC)
which is an industry-supported center drawing support from a
diverse range of companies and industries. The member company
list continues to grow from an original 12 to over 30. The MRC
bridges between industry and academia to provide education,
research & development, and information exchange in the
application of maintenance and reliability engineering tools and
concepts. Selected publications related to the Reliability and
Maintainability Program development are included in the
references section.
1.1 Initial Maintenance Course Development
Shortly after forming the center, it became apparent that there
was a need for formal University level maintenance and
reliability education. The University of Maryland has a very
successful program in Reliability Engineering that could be
characterized as product focused rather than process focused.
Their program does an excellent job of preparing students for
designing products and has special expertise in electronics.
The MRC focus is on the processes such as manufacturing,
petro-chemical, power production, and equipment. To meet the
identified need, a proposal was written to the National Science
Foundation resulting in a Combined Research and Curriculum
Development (CRCD) grant to develop and offer five courses:
1.
Introduction to Maintenance Engineering
2.
Introduction to Reliability Engineering
3.
Maintenance/Reliability Management Planning
4.
Advanced Condition Monitoring and Diagnosis
5.
Reliability and Life Prediction Technology,
along with a teaching laboratory organized with modules in
vibration analysis, laser alignment capabilities, lube oil
analysis, balancing, ultrasonics, eddy current analysis,
electrical current analysis, along with other technologies. The
first four courses were developed by UT and the fifth by the
University of Alabama who partnered in the grant. Each of the
courses was first developed through traditional classroom
methods and then offered to distance students.
The Advanced Condition Monitoring and Diagnosis course was the
first to be presented on-line and was offered in the summer of
2000 with attendees from throughout the U.S. and several other
countries. Courses were, and still are, delivered synchronously
through the use of the Centra Symposium Internet delivery system
which will be discussed in more detail in Section 3.
1.2 Undergraduate and Graduate Certificate Programs Development
The MRC's advisory board and industrial members had been
requesting a degree program in Reliability and Maintainability
Engineering (RME) for years. We originally tried to fulfill
this need with an undergraduate certificate program and a
graduate certificate program.
The Undergraduate Certificate in RME requires two core classes,
one in reliability and one in maintenance, and two summer
internships with MRC member companies (about 30 interns are
placed with MRC member companies each summer). In addition, the
interns were required to complete a one week course in RME
before reporting to the internship. This course, affectionately
called "boot camp", consisted of 40 hours of instruction and
laboratories from industrial experts. Boot camp graduates
showed up on their host company doorstep with knowledge of
state-of-the-art reliability principles and technologies. The
internship program is one of the major draws for membership to
the MRC.
Due to university policies and to ensure the education would
appear on the student's transcripts, we recently replaced the
undergraduate certificate program with a minor in RME. The minor
in Reliability and Maintainability Engineering can be earned
along with a degree in any engineering discipline through the
completion of fifteen hours of coursework as listed below.
|
Core courses: |
Hours |
|
Introduction to Reliability Engineering (IE/ME/NE 483) |
6 |
|
Introduction to Maintenance Engineering (IE/ME/NE 484) |
|
|
Statistics or Math Requirement (chosen from approved
list) |
3 |
|
RME Related Electives (two chosen from approved list) |
6 |
|
Total: |
15 |
The Graduate Certificate in RME is a college-wide program that
includes courses in industrial engineering, mechanical
engineering, and nuclear engineering. Students earn the graduate
certificate by completing four graduate engineering courses (3
credits each). The four courses consist of two core courses:
-
Introduction to
Reliability Engineering
-
Introduction to Maintenance Engineering
and two elective courses selected from the following list:
-
Statistical Methods in Industrial Engineering
-
Managing Maintenance and Reliability
-
Mechanical Vibration
-
Reliability Centered Maintenance
-
Advanced Monitoring and Diagnostic Techniques
-
Process System Reliability and Safety
The graduate certificate program is intended to provide a
high-quality theoretical and analytical foundation in RME for
practitioners. The certificate program requires about half of
the coursework needed to obtain an MS degree through one of the
four participating COE departments and all courses are
applicable toward satisfying the MS degree requirements.
The MRC members have desired an MS program for some time, and
several years ago we partnered with Monash University
(Australia) to market their distance delivered MS degree. That
program currently has over 30 U.S. MS students. Although we
originally planned that the program would be passed to UT, all
the classes are currently still only offered by Monash.
Currently the most well know U.S. based program in Reliability
Engineering is offered at the University of Maryland. They
graduate about 15 M.S. and 3 Ph.D. students per year. The MS
degree is offered through distance asynchronously with mailed
out CD's and 90% of the MS students select a non-thesis option.
The program focus is product reliability (e.g. electronic
component reliability) while our program focus is in process
reliability: the reliability of equipment in a manufacturing
environment as related to availability and uptime.
2. MS Curriculum Development:
In order to determine the industrial needs, the MRC companies
were surveyed and an external advisory committee was formed to
assist with curriculum development. The initial survey was
given to MRC members to determine if needs could be met with
specific undergraduate and graduate programs; and whether
distance or on campus delivery was preferred. The results
showed the greatest desire for an undergraduate minor and a
graduate MS program in RME; both offered on campus and through
distance education. The survey results are included in the
appendix. A second survey was used to determine which topics
should be offered in undergraduate courses, graduate courses, or
left for on-the-job training. Both surveys were used as evidence
for the need for university level programs in a proposal to the
Tennessee Higher Education Commission for a new MS program.
Approval of a new degree program at a State University is
lengthy and involved. The time line stretches over two years
for approval at the departmental, college, university, trustee
and state levels. Additionally, new programs can only be added
in August after undergraduate and graduate catalogs are approved
and published. Administrative and procedural guidelines that
must be established include admission and advisory
responsibilities along with continuous curricular improvement
processes.
The recently approved MS curriculum can be completed either with
or without a thesis. Specific requirements consist of a minimum
of 30 semester hours including:
-
Twelve
semester hours of RME Core Courses as listed below.
-
Six
semester hours of RME Elective Courses chosen from the list
below.
-
Six
semester hours of graduate courses in statistics chosen from
the list below.
-
Three
semester hours in engineering, statistics, business
management, or a related field.
-
Master's thesis: 6 semester hours through the department of
the major professor or a Project in lieu of thesis (3
semester hours) and an additional 3 hour RME elective.
-
A
final oral examination covering the thesis and related
coursework.
RME Core Courses:
-
Introduction to Mathematical Statistics (Stat 560)*
-
Introduction to Reliability Engineering (IE/ME/NE 483)*
-
Introduction to Maintainability Engineering (IE/ME/MSE/NE
484)*
-
Process System Reliability and Safety (ChE/NE 585)*
RME Electives:
-
Applications of Linear Algebra in Engineering Systems (ChE/BME/ECE/MSE/ME
507)
-
Applications of Multivariate Statistics and Process Modeling
and Data Analysis (ChE/IE 561)
-
Modern
Transform Methods (ECE 503)
-
Random
Process Theory for Engineers (ECE 504)
-
Statistical Methods in Industrial Engineering (IE 516)
-
Reliability Engineering (IE 517)
-
Mechanical Vibrations (ME/BME/ES 534)*
-
Advanced Monitoring and Diagnostic Techniques (NE 579)*
Statistics Electives:
-
Statistical Techniques in Industrial Processes (Stat 566)
-
Analysis of Lifetime Data (Stat 567)
-
Statistical Methods (Stat 571)*
-
Applied Linear Models (Stat 572)*
-
Design
of Experiments (Stat 573)*
-
Data
Mining (Stat 574)*
-
Applied Time Series (Stat 575)
-
Categorical Data Analysis (Stat 578)
-
Applied Multivariate Methods (Stat 579)
*Currently offered through distance.
The Vision of the Reliability and Maintainability Program
is to:
"Be the USA Leader in Equipment/Process Related Reliability
Engineering Graduate Education"
Specific goals of the MS program in Reliability and
Maintainability Engineering are:
·
To educate and produce MS graduates with the ability to
understand and apply the techniques, skills, and modern
engineering tools necessary for professional practice in
reliability and maintainability engineering.
·
To develop a strong resource in reliability and maintainability
engineering research and development within the state of
Tennessee in support of industry and government.
·
To contribute to the economic development of the state by
training highly qualified graduates in the field of Reliability
and Maintainability Engineering.
Applicants for admission to the MS program in Reliability and
Maintainability Engineering are expected to have earned a
bachelor's degree from an accredited undergraduate program in
engineering or physics. Students from other appropriate
disciplines (e.g. chemistry, mathematics, etc.) can be admitted
but additional engineering courses may be required. Entering
students must have, as a minimum, competency in mathematics
through ordinary differential equations.
More detailed information about the Reliability and
Maintainability Engineering programs is available online at
www.engr.utk.edu/rme.
3. DISTANCE DELIVERY TECHNOLOGY
The distance courses are delivered live and interactively (i.e.,
synchronous delivery) to the student's desktop computer via
dial-up speeds to the Internet’s World Wide Web and are recorded
and available asynchronously (i.e. saved on a server) to
accommodate students who must occasionally miss class.
“Symposium” software, developed and licensed by Centra Inc., is
part of a suite of faculty and student-centric services supplied
by The University of Tennessee’s Distance Education and
Independent Study (DEIS) unit and known at UT as “Cyberclass” (http://anywhere.tennessee.edu/cyberclass).
CENTRA Delivery System
Cyberclass’ real-time Symposium software features multiway
audio-over-the-internet for phone conference call-like
interaction. While lecturing and interacting with students, many
engineering professors use Symposium’s high-resolution, digital
media window for teaching content, supporting:
·
PowerPoint slide presentations for course content,
·
Whiteboard (electronic chalkboard) for annotating PowerPoint,
working problems, and presenting visual examples,
·
Application-sharing of Microsoft Windows-based programs for
complex simulations or visuals.
Figure 1 is a screen shot of a Centra Symposium class showing
the in-class use of a windows-based program.

Figure 1. Centra Symposium
Screen Shot
Symposium’s Internet-based interactive media features also
include:
-
“Electronic Hand Raising” allowing students to be recognized
by the instructor and ask questions by voice
-
Synchronized web browsers for interactive use of the World
Wide Web
-
Online
“breakout rooms”, allowing small group discussion,
collaboration, and brainstorming
-
Group
text chat and student/instructor private text chat (in
addition to voice chat) for out-of-band tech support or
private student/teacher interaction.
-
Online
surveys and quizzes created by faculty and administered to
individual students either in real-time or asynchronously.
-
“Co-presenter mode”, allowing distance guest speakers or
students to be given control of the system’s media and make
their own presentations
-
VCR-like on-demand audio/video playback of previous
CyberClasses over the Internet
Students are able to interact with the class by asking
questions, providing feedback, and through the opportunity to
make class presentation. This technology has been used at UT
for at least 8 years and feedback from COE distance students has
been very positive.
3.1 Optimized for use at Low Bandwidth
PowerPoint slide presentations, windows media files, and a
number of other file types are uploaded to a server by the
instructor and then downloaded to the student's computers when
logging into the class. This initial transfer of lecture
materials decreases the bandwidth requirements during class
because only short control codes are transmitted to the
students' computers as the instructor moves through lecture
material. This frees up bandwidth for the real-time audio and
other windows applications and allows UT’s Cyberclasses to
operate at dial-up modem speeds as low as 28.8 kbps over
commodity internet connections. High speed Internet connections
(cable modems, ISDN, DSL, etc.) are not required for Symposium
operations. Working professionals can, therefore, attend class
from remote locations by laptop computers, increasing the value
and flexibility of this delivery method to highly mobile
learners in business and industry.
3.2 Implementation
Prior to the MS program, typical RME class enrollments were six
distance students coupled with six local students; however, this
semester the Introduction to Maintenance class has over 30 local
student and over 20 distance students. The classes are taught
in a dual delivery mode that combines local and distance
students. Each of the twenty-five College of Engineering
classrooms has a SMART Board system. These SMART Board systems
(see Figure 2) consist of an interactive, touch-sensitive rear
projection screen (whiteboard) that acts as an input/output
interface to an internet-connected PC computer. Tapping on the
board is equivalent to a mouse click and writing to the
whiteboard is accomplished with electronic pens. Additionally,
class lectures are recorded for posting to a class website.
More information on SMART Board technology can be found at
http://www.smarttech.com/

Figure 2. SMART Board Rear Projection Unit
Faculty members use the Centra Software to communicate with the
distance students while the local students attend in the
classroom. The instructor wears a wireless microphone and uses
the SMART Board as the computer interface to the distance
students. Figure 3 is an example of the dual delivery format.
The local students in the classroom see and hear the same
information simultaneously with the distance students. Both
local and distance students verbally ask questions and receive
answers in real-time. The distance students can participate in
class discussion by “raising their virtual hand” and asking
questions as easily as the local students. The distance
students can also have access to the electronic whiteboard and
other windows applications on the host computer. In short, the
SMART BoardTM and Centra technology used together
insure a quality, interactive learning experience for both local
and distance students. In fact, it is common for local students
to register as a distance student to take advantage of the
flexibility of the distance delivery system.

Figure 3. Typical hybrid class arrangement for both distance
and local students
Local students take exams in class while distance students use
proctors who may be company training personnel, library staff,
or other mutually agreed upon individuals. UT provides
technical support to the distance students to assure the proper
software is downloaded, installed, and operating correctly prior
to the first class meeting.
3.3 Blackboard Course Management System
The RME program's Cyberclass suite also uses an internet
application called Blackboard to make static materials available
to students. The materials include items such as the course
syllabus, lecture notes, assignments, and supplemental reference
material for both local and distance students. An on-line
gradebook is used to provide students with current status of
assessments.
3.4 Distance Delivery Results
Research conducted at the University of Tennessee indicates: (1)
use of Centra has dramatically reduced time-to-market
development times for fully online degree programs, (2) in spite
of the availability of Centra’s on-demand playbacks as
substitutes for live class interaction, graduate students seem
to prefer attending the on-line class real-time, and (3) use of
Centra has dramatically reduced student dropout rates compared
to either asynchronous-only forms or traditional
videoconferencing.
Lastly, a study was performed at UT that supports the "No
Significant Difference" theory. This theory states that there
is no difference in learning between distance and local students
and it has been supported by many research studies. The UT
study [Gramoll 2005] focused on the delivery of a basic Statics
course to Pellissippi State Technical Community College (PSTCC)
students located in Knoxville, Tennessee. The course was
delivered to two groups of students covering the same material
but using different delivery methods. One class was taught
using distance delivery techniques over the Internet and the
second was taught using traditional on-campus lectures and
office hours. For comparison purposes, the two classes were
taught by the same instructors, covered the same material at the
same rate, and used the same multiple choice tests and final
exam. Both classes had access to identical course content on the
Internet as well as a standard print textbook. A comparison of
the test results shows that the online delivery of basic
engineering content through the Internet provides as good, if
not better, education than traditional delivery methods. In
fact, the online class students performed better on the exams by
over a half-grade level.
CONCLUSIONS
The University of Tennessee's College of Engineering has made a
commitment to offer both undergraduate and graduate courses,
programs, and degrees in Reliability and Maintainability
Engineering. Additionally, the graduate courses will be offered
using synchronous distance- technologies to make RME education
more accessible to students throughout the U.S. and around the
world. The use of information technology such as Centra's
virtual classroom has made this endeavor practical without
sacrificing the interactivity or quality of the learning
experience.
The program was officially made available in August 2007 and
currently has a dozen students. The current Introduction to
Maintenance course was filled two months before its offering and
additional seats were added. A current faculty search is
underway with the hopes that additional expertise in Reliability
Engineering can be added to the college.
REFERENCES
1.
Kerlin, T., and others, “A Program in Maintenance and
Reliability Engineering Education”, published in the
Proceedings of the Maintenance and Reliability Conference,
Knoxville, TN, May 1999, pp.52.01-52.07.
2.
Hines, J.W., "The Future of Maintenance and Reliability
Education", 13th International Congress and Exhibition on
Condition Monitoring and Diagnostic Engineering Management,
Houston, Texas, December 3-8, 2000.
3.
Upadhyaya, B,.R., J.W. Hines, J.P. McClanahan, and N.A.
Johansen, "Development of a Maintenance Engineering Laboratory",
2002 ASEE Annual Conference & Exposition, Montréal,
Quebec, Canada, June 16-19, 2002.
4.
Hines J.W., and R.H. Jackson, "Web-Based Distance Learning
Works", Maintenance Technology, September, 2002.
5.
Hines, J.W., "The Future of Maintenance and Reliability
Education", 11th Annual SMRP Conference, November 2-5,
2003, Indianapolis, Indiana.
6.
Gramoll, K, M. Kocak, and W. Hines, "Delivery and Assessment of
Teaching Statics Over the Internet to Community College
Students", American Society of Engineering Education (ASEE)
Annual Conference and Exposition, Portland Oregon, 2005.
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