INDUSTRIAL ENGINEERING (INEG)
John English , Interim Chair of the Department , Bell Engineering Center , 575-3156
* University Professor Taha * University Professor Emeritus Imhoff * Professors Asfahl, English, Johnson, Malstrom, Taylor * Professors Emeritus McBryde, Parker * Associate Professor Fant * Assistant Professor Cole * Assistant Professor Emeritus Stone * Adjunct Associate Professor Gattis * Adjunct Assistant Professor Harrelson
Industrial engineers are concerned with improving organized activity. The physical arrangement of people, equipment, and material significantly influences the effectiveness of any organization-whether the organization is industrial, governmental, or commercial.
Today's industrial engineers: develop applications of new processing automation and control technology; install data processing systems, performance measures and standards, job evaluation and wage and salary programs; research new products and product applications; devise ways to improve productivity through application of technology and human factors; select operating processes and methods to accomplish a given task using proper tools and equipment; design facilities, management systems, operations procedures, storage systems; improve allocation of resources, planning and control systems for distribution of goods and services, production, inventory, quality and plant maintenance; enhance plant environment and the quality of working life; evaluate reliability and quality performance; implement office systems, procedures, and policies; analyze complex business problems through operations research; conduct long-range organization studies, plant location surveys, system effectiveness studies; and study potential markets for goods and services, raw material sources, labor supply, energy resources, financing and taxes.
Industrial engineers integrate engineering skills with mathematics and computer science tools, providing systematic ways to maximize productivity and quality while minimizing time and cost.
The total graduation requirement in industrial engineering is 130 hours.
The general objective of the industrial engineering program is to provide students with an adequate foundation in science, the humanities and social sciences, engineering sciences, and engineering design methods, thereby preparing them in specific industrial engineering techniques at a level appropriate to the challenge presented by today's complex and difficult problems in a global marketplace.
Specific Goals: One goal of the four-year curriculum is to assure that each graduate is trained in the following specific learning skills: probability and statistics, logistics and manufacturing (including automation and robotics), human factors, operations research (including simulation), and engineering management utilizing cost accounting and engineering economic analysis.
Additional goals consist of the following: to assure that each graduate is adequately trained in computer use such that they are proficient at developing code as well as using commercially available technical software, to assist the student in the development of appropriate written and oral communication skills to support successful participation in industry, and to help each graduate to be socially, environmentally, and safety conscious.
These specific goals are reinforced by a senior capstone design course in which the student must apply the skills to a comprehensive design problem for an industry setting. This course integrates preceding courses through development of physical systems and organizational characteristics, financial aspects, product analysis, equipment selection, production layout, distribution systems, and overall economic analysis.
The following section contains the list of courses required for the Bachelor of Science in Industrial Engineering degree and a suggested sequence. All courses are not offered every semester so students who deviate from the suggested sequence must pay careful attention to course scheduling and course prerequisites.
PROGRAM IN INDUSTRIAL ENGINEERING 13
Freshman Year
First Semester
3 INEG 1103, Principles of Indust Engr
4 MATH 2554, Calculus I
3 ENGL 1013, Composition I
3 CHEM 1103, University Chemistry I
1 CHEM 1101L, University Chemistry I Lab
14 semester hours
Second Semester
4 MATH 2564, Calculus II
3 INEG 1403, Industrial Cost Analysis
3 ENGL 1023, Technical Composition II
3 Science Elective
2 GNEG 1122, Engineering Graphics
15 semester hours
Sophomore Year
First Semester
4 MATH 2574, Calculus III
3 Computer Elective I
3 INEG 3413, Engineering Economic Analysis
3 PHYS 2054, University Physics I
1 PHYS 2050L, University Physics I Lab
3 ECON 2143, Basic Economics (humanities/social science elective)
17 semester hours
Second Semester
4 MATH 3404, Differential Equations
3 Computer Elective II
3 INEG 3513, Manuf System Design
3 INEG 3313, Engineering Statistics
3 PHYS 2074, University Physics II
1 PHYS 2070L, University Physics II Lab
17 semester hours
Junior Year
First Semester
3 INEG 3713, Methods and Standards
3 MEEG 200314, Statics or MEEG 2023 Intro Mech
3 INEG 4333, Industrial Statistics
3 ELEG 3903, Electric Circuits and Machines
6 Humanities/social science elective (History or government requirement should be taken at this time: HIST 2003, HIST 2013, or PLSC 2003)
18 semester hours
Second Semester
3 INEG 3613, Intro to Operations Research
3 CHEG 2133, Momentum Transport or MEEG 3503, Mechanics of Fluids or MEEG 2403, Thermodynamics or CHEG 2313, Thermodynamics of Single Comp. Sys.
3 INEG 4523, Automated Production
3 MEEG 3013, Mechanics of Materials
3 Humanities/social science electives
15 semester hours
Senior Year
First Semester
3 INEG 4433, Administrative Analysis15
3 INEG 4543, Materials Handling
3 INEG 4623, Intro to Simulation
3 Technical elective
3 INEG 4723, Ergonomics
3 Humanities/social science electives
18 semester hours
Second Semester
3 INEG 4553, Production Planning/Control
4 INEG 4904, I.E. Design
3 Humanities/social science elective
6 Technical electives
16 semester hours
130 Total hours required
TECHNICAL ELECTIVES
The purpose of technical electives is to provide students with the opportunity to expand their education along lines of particular interest to them. The approved list of technical electives is available in the industrial engineering department office.
HUMANITIES/SOCIAL SCIENCE ELECTIVES
Although any elective included on the humanities/social science list may be selected, General Psychology, PSYC 2003, is particularly recommended for industrial engineers.
SCIENCE ELECTIVE
The approved list of science electives is available in the industrial engineering department. Students who select CHEM 1123 and CHEM 1121L as a science elective may substitute MEEG 2023 and MEEG 2303 for required sequence MEEG 2003 and MEEG 3013.
COURSES: INDSTRL ENGR (INEG)
INEG1103 Principles of Industrial Engineering (FA, SP) (First Offered Fall 1998, Formerly INEG 1101) Considers the past and present roles of the professional industrial engineer and evaluates future trends. Introduces courses to follow and shows their relationship to the systems analysis problems encountered. Corequisite: INEG 1100L.
INEG1100L Principles of Industrial Engineering Laboratory (FA, SP) Corequisite: INEG 1103.
INEG1403 Industrial Cost Analysis (FA, SP, SU) Use of accounting information for planning and control with emphasis on the engineering viewpoint; introduction to general accounting procedures; principles of cost accounting and other aspects of production costs; budgeting, depreciation, taxes, distribution of profits, securities, sources of corporate capital, interpretation of financial statements, and other related topics. Laboratory required. Corequisite: INEG 1400L.
INEG1400L Industrial Cost Analysis Laboratory (FA, SP, SU) Corequisite: INEG 1403.
INEG2503 Engineering Materials (FA, SP, SU) Physical, chemical, and electrical properties of engineering materials-metals, plastics, and ceramics. Relation of properties and microstructures to manufacturing processes and to function of fabricated products.
INEG3113 Law and Ethics (FA, SP, SU) Analysis of the fundamental legal principles applicable in protecting the rights and interests of engineers and their employers; formation and discharge of contracts; agency relationships; torts; labor laws; patents; trademarks; copyrights; unfair competition, ethics; professional relations. Prerequisite: junior standing.
INEG3213 Safety Engineering (FA, SP, SU) Principles of accident and industrial disease prevention; organization and operation of industrial safety and hygiene programs; design problems involving mechanical, electrical, and fluid flow considerations. Prerequisite: sophomore standing.
INEG3313 Engineering Statistics (FA, SP, SU) Fundamentals of probability and distribution theory with applications to various branches of engineering; experimental procedures and sample size; statistical decision theory including significance testing and estimation. Drill required. Corequisite: INEG 3310D. Prerequisite: MATH 2564.
INEG3310D Engineering Statistics Drill (FA, SP, SU) Corequisite: INEG 3313.
INEG3413 Engineering Economic Analysis (FA, SP, SU) Economic aspects of engineering, including current economic problems and the treatment of estimates when evaluating alternative courses of action. Methods of selection and replacement of equipment and break-even points of operation; desirability of new processes or projects where asset life, rate of return on investment, and first, fixed, differential, marginal, and sunk costs must be considered. Corequisite: INEG 3410D. Prerequisite: MATH 2554.
INEG3410D Engineering Economic Analysis Drill (FA, SP, SU) Corequisite: INEG 3413.
INEG3513 Manufacturing System Design (FA, SP, SU) Basic manufacturing processes and machining fundamentals, metals shaping and removal processes; economic tool life; machinability; machining economics. Selection and design of productive systems to manufacture products. Analysis of manufacturing systems, mechanized assembly, numerical control work centers, and robotics. Laboratory required. Corequisite: INEG 3510L.
INEG3510L Manufacturing System Design Laboratory (FA, SP, SU) Corequisite: INEG 3513.
INEG3613 Introduction to Operations Research (FA, SP, SU) Simplex method of linear programming, dual problem and sensitivity analysis, transportation and assignment problems, game theory and linear programming; introduction to dynamic programming; deterministic and probabilistic inventory models; project control with PERT/CPM. Prerequisite: INEG 3313.
INEG3713 Methods and Standards (FA, SP, SU) Fundamental rules of motion economy; motion analysis by means of charts, diagrams; work place design, tool and equipment selection; operator selection, job description and analysis. Fundamentals of time study; observed and synthetic times; use of standard data and time formula; leveling, rating, allowances, computer program development of latest electronic time study equipment. Laboratory required. Corequisite: INEG 3710L. Prerequisite: INEG 3313.
INEG3710L Methods and Standards Laboratory (FA, SP, SU) Corequisite: INEG 3713.
INEG3833 Data Processing Systems Engineering (FA, SP, SU) Design and analysis of database management systems. Information systems applications development in inventory systems, shop floor control, production scheduling, and various corporate databases. A relational database management system such as Oracle or RBase is used. Prerequisite: CSEG 1913.
INEG399V Special Problems (1-3) (FA, SP, SU)
INEG410V Special Problems (1-3) (FA, SP, SU) Prerequisite: senior standing.
INEG4121 I. E. Seminar (FA, SP, SU) Prerequisite: senior standing.
INEG4223 Occupational Safety and Health Standards (FA, SP, SU) Survey of existing and proposed standards by examining fundamental physical, economic, and legal bases. Performance vs. specific standards. Enforceability and data collection. National consensus and promulgation process. Includes a design project using the computer. (Same as OMGT 4223) Prerequisite: PHYS 2053 and CHEM 1123 and CHEM 1121L (or graduate standing).
INEG4233 Energy Conservation (FA, SP, SU) Elements of heat gain and heat loss in structures. Analysis and identification of energy loads in structures; heating load, lighting load, hot water load, distribution and equipment load, and cooling load. Identification and analysis of energy conservation measures. Economic analysis, life-cycle costing, payback period. Case studies and real structure analysis. Prerequisite: INEG 3413 and PHYS 2073.
INEG4243 Industrial Energy Management (FA, SP, SU) Analysis of energy use in the industrial environment. Characteristics, quality, quantity, and delivery systems of various industrial energy courses. Identification of major energy consuming items in industry. Energy conservation measures and economic analysis for industry. Prerequisite: INEG 3513 and INEG 3413.
INEG4323 Quality Engineering and Management (FA, SP, SU) Provides the student with complete coverage of the functional area of "Quality Assurance" ranging from the need for such a function, how it works, techniques utilized, and managerial approaches for insuring its effectiveness. Prerequisite: senior standing.
INEG4333 Industrial Statistics (FA, SP, SU) Application of statistical techniques to industrial problems; relationships between experimental measurements using regression and correlation theory and analysis of variance models; emphasis on inherent variability of production processes; control chart techniques and the use of exponential and Weibull models in reliability analysis; acceptance sampling procedures. Prerequisite: INEG 3313.
INEG4423 Intermediate Engineering Economy (FA, SP, SU) Preparation of feasibility studies, including capital cost estimation manufacturing and operating cost estimation and preparation of pro forma statements. Effects of taxes, inflation and financing costs on cash flows. Financial statement analysis. Prerequisite: INEG 3413.
INEG4433 Administrative Analysis (FA, SP, SU) Studies of cases in engineering administration emphasizing human relationships in a technical environment. Productivity/quality enhancement through an understanding of organizational design and behavior, motivation and reward systems, and participative management. Prerequisite: senior standing.
INEG4443 Engineering Management (FA, SP, SU) Analysis of the strategic level of engineering management including environment, planning, organization, and staffing. Professional creativity, motivation, leadership, and ethics are explored. At the tactical level, project selection, control and systems management are analyzed. Organizational behavior and models related to scientific and professional employees are examined. Prerequisite: senior standing.
INEG4453 Productivity Improvement (IR) Analysis of common productivity problems. Development of skills required to: diagnose problems; measure productivity; develop improvement strategies; and provide for the implementation and maintenance of productivity measurement and improvement systems. Prerequisite: senior standing.
INEG4513 Electronics Manufacturing Processes (FA, SP, SU) Introduction to manufacturing processes and concurrent engineering in the electronics industry. Survey of electronics components and products and the processes of fabrication and assembly. Principles of design, productivity, quality, and economics. Emphasis on manufacturability. Lecture 2 hours, laboratory 2 hours per week. (Same as ELEG 4273) Corequisite: INEG 4510L. Prerequisite: ELEG 3903 (or ELEG 2103) and INEG 3313 (or STAT 3013).
INEG4510L Electronics Manufacturing Processes Laboratory (FA, SP, SU) Corequisite: INEG 4513.
INEG4523 Automated Production (FA, SP, SU) Industrial robots and robot programming, industrial logic control systems, programmable controllers for the control of work stations, and conveyor systems. On-line computer control and microprocessors. Group technology, flexible manufacturing systems, and computer-integrated manufacturing. Laboratory required. Corequisite: INEG 4520L. Prerequisite: INEG 3513 or graduate standing.
INEG4520L Automated Production Laboratory (FA, SP, SU) Corequisite: INEG 4523.
INEG4533 Application of Machine Vision (FA, SP, SU) Automated machine vision applied to assembly and inspection tasks traditionally performed by human operators; development of application by acquiring image, processing image data, analyzing image and transmitting results; application analysis, selection and economics. Laboratory required. Corequisite: INEG 4530L. Prerequisite: senior standing.
INEG4530L Application of Machine Vision Laboratory (FA, SP, SU) Corequisite: INEG 4533.
INEG4543 Materials Handling (FA, SP, SU) Equipment, systems, problems, and analysis of industrial material handling, with emphasis upon manufacturing. Vehicles, containers and racks, conveyors, overhead systems, and miscellaneous equipment. Criteria for selection and decision models. Laboratory required. Corequisite: INEG 4540L. Prerequisite: senior standing.
INEG4540L Materials Handling Laboratory (FA, SP, SU) Corequisite: INEG 4543.
INEG4553 Production Planning and Control (FA, SP, SU) Operational problems of production systems including a control of purchased materials inventory; scheduling a job shop, batch, and continuous production processes for single and multi-item product lines; planning of work force and inventory under seasonal and stochastic demand.
INEG4563 Application of Robotics (FA, SP, SU) Industrial robotics, programming and applications; tooling and interfacing with peripheral equipment, sensor technology, machine vision; application analysis, selection, and justification; research, economics, human interface. Laboratory required. Corequisite: INEG 4560L. Prerequisite: senior standing.
INEG4560L Application of Robotics Laboratory (FA, SP, SU) Corequisite: INEG 4563.
INEG4623 Introduction to Simulation (FA, SP, SU) Elementary queuing models derivations and applications. Discrete simulation techniques. The SIMNET simulation language. Applications of simulation to the design of industrial and service installations. Simulation project. Prerequisite: INEG 3313.
INEG4633 Transportation Logistics (FA, SP, SU) Descriptive and analytical treatment of the critical design and modeling issues of the key transportation functions within the logistics system. Focus is on the storage and movement aspects of logistics in a firm.
INEG4723 Ergonomics (FA, SP, SU) The capabilities and limitations of humans are addressed in the context of the person's interaction with machines and the environment. Topics of discussion include anthropometric considerations in equipment design, human sensory and physiological capabilities in the work environment, selection and training of workers, and the design of controls and displays. Corequisite: INEG 4720L. Prerequisite: INEG 3713 and INEG 3313.
INEG4720L Ergonomics Laboratory (FA, SP, SU) Corequisite: INEG 4723.
INEG4733 Industrial Ergonomics (FA, SP, SU) Gives background and experience in measurement and evaluation of human performance as it pertains to the working environment. The physical, physiological and psychological capabilities of the tasks they are to perform. Laboratory projects required. Prerequisite: INEG 4723 and INEG 4333.
INEG4904 Industrial Engineering Design (FA, SP, SU) Comprehensive design problem for an industrial enterprise; integration of preceding courses through development of physical systems and organizational characteristics, financial aspects, product analysis, equipment selection, production layout, distribution systems, and overall economic analysis. Prerequisite: INEG 3513 and INEG 3713.
INEG5111 Industrial Engineering Graduate Seminar (FA, SP, SU) Papers presented by candidates for graduate degree in industrial engineering, graduate faculty, and guest lectures on design problems or new developments in the field of industrial engineering.
INEG5123 Industrial Engineering in the Service Sector (FA, SP, SU) Review of the development of industrial engineering into the service sector, e.g., health care systems, banking, municipal services, utilities, and postal service. Emphasizes those principles and methodologies applicable to the solutions of problems within the service industries. (Same as OMGT 5133) Prerequisite: graduate standing.
INEG513V Master's Research Project and Report (1-6) (FA, SP, SU) Required course for students electing the report option.
INEG514V Research and Special Topics (1-6) (FA, SP, SU) Fundamental and applied research. Prerequisite: graduate standing.
INEG5223 Safety and Health Standards Research (FA, SP, SU) For graduate students who seek Certified Professional or Certified Industrial Hygienist status, or both. Includes review and development of computer databases for standards, interpretations, court decisions, and field memoranda. Test equipment and procedures for determining indoor industrial aid containment PEL concentrations and industrial environment noise levels are examined. (Same as OMGT 5223) Prerequisite: INEG 4223 or OMGT 4303.
INEG5313 Engineering Applications of Probability Theory and Stochastic Processes (FA, SP, SU) Basic probability theory; random variables and stochastic processes; distribution of sums, products, and quotients of random variables, with application to engineering; normal and Poisson processes; engineering applications of Markov chains, ergodic theorem, and applications. Prerequisite: INEG 4333.
INEG5323 Reliability (FA, SP, SU) Reliability and maintenance techniques including probability modeling, statistical analysis, testing and improvement. Emphasis on engineering applications and computer analysis methods. Prerequisite: INEG 3313 or equivalent.
INEG5333 Design of Industrial Experiments (FA, SP, SU) Statistical analysis as applied to problems and experiments in engineering and industrial research; experiment design and analysis; probability; response surface analysis. Prerequisite: INEG 4333 or equivalent.
INEG5343 Advanced Quality Control Methods (FA, SP, SU) Acceptance sampling by attributes; single, double, sequential, and multiple sampling plans, sampling plans, sampling plans of Department of Defense; acceptance sampling by variables; Bayesian acceptance sampling; (rectifying inspection for lot-by-lot sampling); control charts; special devices and procedures. Prerequisite: INEG 3313.
INEG5353 Topical Readings in Quality Control (FA, SP, SU) Objectives of course: extend the student's quality background into some of the state-of-the-art process control techniques and related current and classical research topics in the area of quality control; vastly increase the student's knowledge of the industrial quality function; identify potential M.S., Ph.D, funded, and publishable research topics. Prerequisite: INEG 5343.
INEG5423 Engineering in Global Competition (FA, SP, SU) Studies of principles and cases in engineering administration in global competition. Emphasis on high-technology manufacturing such as the electronics industry. Survey of markets, technologies, multinational corporations, cultures, and customs. Discussions of ethics, professionalism, difference valuing, human relations skills, and other topics relevant to global engineering practice.
INEG5433 Cost Estimation Models (FA, SP, SU) An examination of the methodologies for estimating and forecasting manufacturing costs. Types of cost recovery systems, work progress functions, product improvement curves, determination of hourly rates, parametric estimating systems, and the development of software for computer-assisted estimating systems. (Same as OMGT 5433) Prerequisite: INEG 3513 and INEG 3833.
INEG5443 Statistical Decision Theory (FA, SP, SU) Bayes strategies for industrial and management decisions; review of generating and characteristics functions; sums of random variables; sufficient and maximum likelihood estimators; Cramer-Rao inequality; Bayesian and fiducial methods; risk function; decision under certainty; mathematical model construction. Prerequisite: CSEG 1913 and INEG 3313.
INEG5513 Advanced Materials Handling (FA, SP, SU) Computerized offline planning and on-line control of materials handling systems. Specific topics include programmable controls, graphic simulations, and information systems. Emphasis on projects. Prerequisite: INEG 4543 or graduate standing.
INEG5523 Topics in Automated Systems (FA, SP, SU) Current developments in applications of automation to industrial processes. Robots, expert systems, artificial intelligence, natural language interfaces, computer interfaces, vision systems. Prerequisite: INEG 4523.
INEG5613 Optimization Theory I (FA, SP, SU) Basic solutions and bases in linear equations, matrix version of simplex tableau, duality and primal dual relationships, complementary slackness, revised simplex, bounded variables, decomposition algorithm parametric linear programming, special linear program, generalized network models. Nonlinear programs solved by LP algorithm. Prerequisite: graduate standing.
INEG5623 Analysis of Inventory Systems (FA, SP, SU) Elements of production and inventory control, economic lot size models, price breaks models using Lagrangian method, deterministic dynamic inventory model, probabilistic one-period and multi-period models, zero and positive lead time models, continuous review models. Prerequisite: INEG 5313.
INEG5633 Integer Programming and Combinatorial Analysis (FA, SP, SU) Gomory's cutting plane algorithms for mixed and pure integer linear problems, Glover-Young primal-feasible algorithms, convergence proofs, branch and bound algorithms, Land-Doig algorithm, Dakin's algorithm, implicit enumeration, Balas zero-one algorithm, binary representation of integer problems, zero-one polynomial programming, the traveling salesman problem, quadratic assignment problem, applications of integer programming. Prerequisite: INEG 5613 and MATH 3404.
INEG5643 Optimization Theory II (FA, SP, SU) Classical optimization theory, Lagrangian and Jacobian methods, Kuhn-Tucker theory and constraint qualification, duality in nonlinear problems; separable programming, quadratic programming, geometric programming, stochastic programming, steepest ascent method, convex combinations method, SUMT, Fibonacci search, golden section method. Prerequisite: INEG 5613.
INEG5653 Dynamic Programming (FA, SP, SU) Theory of multistage decision processes based on Bellman's principle of optimality. Deterministic dynamic programming; network analysis, recursive equations, forward and backward computations. Large optimization problems involving inventory, resource allocation, and equipment replacement. Probabilistic dynamic programming; Markovian decision processes. Prerequisite: INEG 5613.
INEG5663 Analysis of Queuing Systems (FA, SP, SU) Poisson axioms, pure birth and death model, queue disciplines (M/M/1) and (M/M/c) models, machine servicing model, Pollazek-Khintchine formula, priority queues, queues in series. Markovian analysis of (Gl/M/K) (M/G/1) models, bulk queues. Reneging, balking, and jockeying phenomena. Transient behavior. Prerequisite: INEG 3313.
INEG5673 Graphs and Network Theory (FA, SP, SU) Directed, undirected and bipartite graphs; incidence matrices; shortest route problems; maximal flow and minimal cut theorems, planar graphs; and duality theorem. Applications of networks and graphs to transportation, transshipment, assignment, plant layout, routing, scheduling, and tree problems. Prerequisite: INEG 3613 or INEG 5613.
INEG5713 Advanced Topics in Human Factors Engineering (FA, SP, SU) Advanced work in special research topics in man-machine systems. Prerequisite: INEG 4723.
INEG5723 Advanced Man/Machine System Design (FA, SP, SU) Continuation of INEG 5713. Prerequisite: INEG 5713.
INEG5823 Systems Simulation (FA, SP, SU) Monte Carlo technique, construction of digital simulation models, timekeeping in simulations, design of simulation experiment, statistical verification of results. Includes the use of SIMNET simulation language with introductions to other simulation languages. Prerequisite: CSEG 1913 and INEG 3313 (or equivalent).
INEG5843 Scheduling and Sequencing (FA, SP, SU) An introduction to constructive algorithms and various operations research approaches for solving, sequencing, and scheduling problems in flow shops and job shops. The NP-completeness of most scheduling problems leads to a discussion of computational complexity, the use of heuristic solution methods, and the development of worst case bounds. Prerequisite: INEG 3613 and INEG 4623.
INEG600V Master's Thesis (1-9) (FA, SP, SU)
INEG6613 Operations Research Applications (FA, SP, SU) Investigation of literature case studies; use of mathematical models to solve practical problems; data collection and solution implementation. Students work in teams on actual problems observed in industry and government. Prerequisite: INEG 3613 or INEG 5613.
INEG6823 Systems Simulation II (FA, SP, SU) Simulation of linear and nonlinear systems; systems with time varying coefficients; frequency analysis of closed loop control systems. SIMSCRIPT and CSMP simulation languages will be used. Prerequisite: INEG 5823.
INEG700V Doctoral Dissertation (1-18) (FA, SP, SU)
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