Graduate Degree Program Assessment Progress Report

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1 Graduate Degree Program Assessment Progress Report Degree: Graduate Certificate / Master of Science in Systems Engineering For Calendar Year: 2010 (Date submitted to college committee:) March 31, 2011 (Date posted on college assessment website:) By: Drs. Babiceanu and Mohan Overall Rating: - 1 -

2 1. Summary of Assessment Activities in CY 2010 The Systems Engineering Department (SYEN) currently offers two graduate programs: the Graduate Certificate in Systems Engineering (GCSE), started in 2006, and the Master of Science in Systems Engineering (MSSE), started in The GCSE program consists of 18 credit hours of course work, out of which 12 credit hours are coming from the program s four core courses. The MSSE program consists of 31 credit hours, out of which 12 credit hours are coming from the same four core courses as in the GCSE program. Besides the increased number of credit hours required for the completion of the MSSE program, another difference comes from the specialization that the MSSE students are expected to get from the program in one of the following five areas: computers, electrical, telecom, mechanical, and systems engineering. Based on the below rationale, the assessment activities for the two programs are performed at the same time, and in the same manner. The two programs are designed to provide the students with systems engineering knowledge beyond what they acquired from the baccalaureate degree. The two programs share their four core systems engineering courses, with the students coming from both programs taking their core course requirements at the same time. GCSE students can enroll directly in the MSSE, with their entire GCSE course credit being transferred, once they successfully completed the GCSE requirements, and subject to the MSSE program admission requirements. The assessment activities for the SYEN graduate programs in CY 2010 considered the degree of achievement of the program outcomes through the two core courses, listed below: SYEN 7312: Systems Architecture and Design SYEN 7313: Systems Management and Evaluation The MSSE program outcomes also include other criteria besides the basic CGSE program outcomes, so the assessment was performed for two specialization courses, as well. Out of the five specialization of the MSSE program, for the CY 2010 assessment, the systems engineering specialization was chosen. In the subsequent years, other specializations will be chosen, such as - 2 -

3 computer engineering, electrical engineering, mechanical engineering, or telecommunications engineering. SYEN 7315: Complex Engineered Systems SYEN 7399: ST: Agent-Based Modeling and Simulation 2. MSSE Program Goals The MSSE program is designed such that the following objectives are achieved: MSSE is intended to provide professionals and engineers advanced knowledge of systems engineering principles and methodologies as well as impart specialization beyond the Bachelors degree in one of the five areas computers, electrical, mechanical, telecommunications, and systems engineering. The graduates of the program are able to effectively design real-world systems, and apply their knowledge to the development, deployment, reliable operation, maintenance, refinement, and retirement of systems within a given set of cost and time constraints. The graduates should also be able to engage in the pursuit of knowledge, including other advanced degrees, beyond the master s level. 2. MSSE Program Objectives Upon completing the Master s degree program, the graduates will be able to: 1. Analyze and design engineering systems. 2. Apply systems design principles to develop functional and physical architectures that are environmentally safe and cost effective. 3. Understand the advances, emerging trends and their applicability to the industry in one or more of the disciplines such as systems engineering, computer engineering, electrical engineering, mechanical engineering, or telecommunications engineering. 4. Apply modeling and simulation techniques to advance the knowledge in one or more of the disciplines mentioned in objective

4 3. Assessment Methodology The degree of achievement of the MSSE program objectives listed above is evaluated using the methodology depicted in the MSSE Assessment Plan. The achievement of the GCSE program objectives includes only the four systems engineering core courses, thus can be done at the same time with the assessment of the MSSE program objectives. MSSE Program Outcome Systems Engineering Core Courses Systems Engineering Specialization Courses Systems Engineering Specialization 1. Analyze and design engineering systems 2. Apply systems principles to develop functional and physical architectures that are environmentally safe and cost effective 3. Understand the advances, emerging trends and their applicability to the industry in one or more of the specializations 4. Apply modeling and simulation techniques to advance the knowledge in one or more of the specializations SYEN 7311: Systems Design and Analysis (Fall 2010) SYEN 7312: Systems Architecture and Design (Spring 2010) SYEN 7313: Systems Management and Evaluation (Fall 2010) SYEN 7314: Multicriteria Decision and Risk Analysis (Spring 2010) SYEN 7315: Complex Engineered Systems (Summer 2010) SYEN 7399: Agent- Based Modeling and Simulation (Fall 2010) 3.1 Program Outcomes Assessment Methodology Examples: PO 1: Analyze and design engineering systems. Assessed course: SYEN 7315: Complex Engineered Systems Assessment methodology: Students achieve the abilities listed of PO 1 (analyze engineering systems, design engineering systems) as a result of their work on the homework assignments, course project and the two exams. Each homework assignment contributes to the achievement of two of the abilities, as presented in Table 1. Both examinations contribute towards the achievement of the two abilities. In addition, depending on the project topic selected by each of the students, the course project contributes, once again, to the achievement of the two abilities

5 Table 1: Achievement of the PO 1 abilities through student graded work. Analyze engineering systems Design engineering systems Homework 3, 4 Homework 1, 2 Exam 1, 2 Exam 1, 2 Homework 1: Introduction to Complex Engineered Systems Homework 2: Agent-Based Modeling and Simulation Homework 3: Fuzzy-Neuro Approach to Agent Applications Homework 4: Evolutionary Computation Assessment results: using the above methodology and considering quantitative measures for all four abilities listed under PO 2, an overall measure of achievement of PO 2 is derived. The assessment results are presented in Table 2, below, on 100-point and 5.00-point s. Table 2: PO 1 assessment results. PO 1 component abilities All graded work 100-point 5.00-point Analyze engineering systems Design engineering systems Overall PO PO 2: Apply systems design principles to develop functional and physical architectures that are environmentally safe and cost effective. Designated course: SYEN 7312: Systems Architecture and Design Assessment methodology: Students achieve the abilities listed of PO 2 (develop functional architectures, develop physical architectures, concern for the environment, cost effectiveness design) as a result of their work on the homework assignments, course project and the two exams. Each homework assignment contributes to the achievement of at least one of the four abilities, as presented in Table 3. First examination contributes towards the achievement of the first two abilities, while the second examination contributes to the achievement of the last two abilities. In addition, depending on the project topic selected by each of the students, the course project contributes, once again, to the achievement of all the four abilities. Table 3: Achievement of the PO 2 abilities through student graded work. Develop functional architectures Develop physical architectures Concern for the environment Cost effectiveness design Homework 1, 2, 3 Homework 1, 2, 3 Homework 4, 5 Homework 6 Exam 1 Exam 1 Exam 2 Exam 2-5 -

6 Homework 1: Systems Architecture Fundamentals Homework 2: Architecture Development Process Homework 3: Graphical Modeling Techniques Homework 4: Design for Reliability Homework 5: Design for Maintainability Homework 6: Design for Affordability Assessment results: using the above methodology and considering quantitative measures for all four abilities listed under PO 2, an overall measure of achievement of PO 2 is derived. The assessment results are presented in Table 4, below, on 100-point and 5.00-point s. Table 4: PO 2 assessment results. PO 2 component abilities All graded work 100-point 5.00-point Develop functional architectures Develop physical architectures Concern for the environment Cost effectiveness design Overall PO PO 3: Understand the advances, emerging trends and their applicability to the industry in the systems engineering discipline. Designated course: SYEN 7313: Systems Management and Evaluation Assessment methodology: Students achieve the abilities listed of PO 3 (understand the advances in systems engineering, understand the emerging trends in systems engineering, applicability to the industry in the systems engineering domain) as a result of their work on the homework assignments, course project and the two exams. Each homework assignment contributes to the achievement of at least one of the three abilities, as presented in Table 5. First examination contributes towards the achievement of the first two abilities, while the second examination contributes to the achievement of the last ability. In addition, depending on the project topic selected by each of the students, the course project contributes, once again, to the achievement of all the three abilities. Table 5: Achievement of the PO 3 abilities through student graded work. Understand the advances in systems engineering Understand the emerging trends in systems engineering Applicability to the industry in the systems engineering domain Homework 1, 2 Homework 1, 2 Homework 3, 4, 5, 6 Exam 1 Exam 1 Exam 2-6 -

7 Homework 1: Systems Engineering Management Homework 2: Project Initiation and Selection Homework 3: Planning the Project Homework 4: Budgeting the Project Homework 5: Scheduling the Project Homework 6: Allocating Resources to the Project Assessment results: using the above methodology and considering quantitative measures for all four abilities listed under PO 3, an overall measure of achievement of PO 3 is derived. The assessment results are presented in Table 6, below, on 100-point and 5.00-point s. Table 6: PO 3 assessment results. PO 3 component abilities All graded work 100-point 5.00-point Understand the advances in systems engineering Understand the emerging trends in systems engineering Applicability to the industry in the systems engineering domain Overall PO PO 4: Apply modeling and simulation techniques to advance the knowledge in the systems engineering discipline. Assessed course: SYEN 7399: Agent-Based Modeling and Simulation Assessment methodology: Being a project-based course, students achieve the abilities listed under PO 4 (apply modeling techniques to advance the knowledge in the systems engineering discipline, and apply simulation techniques to advance the knowledge in the systems engineering discipline) as a result of their work on their individual course project. The course project contributes to the achievement of both the abilities of PO 4, as presented in Table 7. Table 7: Achievement of the PO 4 abilities through student graded work. Apply modeling techniques to advance the knowledge in the systems engineering discipline Apply simulation techniques to advance the knowledge in the systems engineering discipline Assessment results: using the above methodology and considering quantitative measures for all four abilities listed under PO 3, an overall measure of achievement of PO 3 is derived. The assessment results are presented in Table 8, below, on 100-point and 5.00-point s

8 Table 8: PO 4 assessment results. PO 4 component abilities All graded work 100-point 5.00-point Apply modeling techniques to advance the knowledge in the systems engineering discipline Apply simulation techniques to advance the knowledge in the systems engineering discipline Overall PO

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