Note: All EE courses and most of the SYS courses have been redesignated as EE.
EE 316 Circuits and Systems (4)
Transform domain analysis: Laplace transform methods, transfer functions and impedance concepts. Multi-loop Mesh and Nodal analysis. Time domain analysis: transient and forced response of first- and second-order circuits & systems; natural and forced behavior of first-, second-, and higherorder systems. Relationship between pole-zero pattern and dynamic response. Use of PSPICE and/or MATLAB. With laboratory. Offered fall, winter, spring.
Prerequisites: APM 255, EGR 240 and major standing.
EE 327 Electronic Circuit Design (4)
Characteristics and models of nonlinear circuit elements including: diodes, Bipolar Junction transistors (BJTs), Metal-Oxide-semiconductor Field Effect Transistors (MOS-FETs), with circuit analysis and design for practical appliocations. Clipping, clamping, wave-shaping, and rectifiers using diodes. Transistors: regions of operation, I-V charactersitics, large and small signal models. Amplifiers configurations, analysis and design. With labs emphasizing device characteristics, circuit design, performance and stability. Offered fall, winter, summer.
Prerequisite: EE 316 and major standing.
EE 335 Signals and Systems (3)
Introduction to signals and systems; convolution, correlation, and their applications. Frequency domain analysis using Fourier series and Fourier transform techniques. Frequency response, Bode plots, bandwidth, energy and power spectral density. Analysis of filters and applications, transformation between LP, HP, BP & BS filters. State-space model, eigenvalue analysis, similarity transformation, applications. Offered fall and winter.
Prerequisite: EE 316 and major standing.
EE 352 Electromagnetics and Electromechanism (4)
Fundamentals of electromagnetic fields, waves and Maxwell’s equations. Magnetic circuits and single/poly-phase transformers. Electromagnetic and electromechanical devices. DC motors, drives and position/speed control circuits. Basic characteristics analysis of AC motors and generator. With laboratories. Offered winter and summer.
Prerequisite: EE 316, MTH 254 and major standing.
EE 378 Digital Logic and Microprocessor Design (4)
Development of components and techniques needed to design basic digital circuits and systems for controllers, computers, communication and related applications. Design and analysis of combinational and sequential logic circuits using a hardware description language such as VHDL. Design of dedicated microprocessors and their implementation in an FPGA. With laboratories. Offered fall, winter, summer.
Prerequisites: EGR 240 and major standing.
EE 384 Electronic Materials and Devices (4)
Semiconductor device physics; charge carriers and conduction mechanisms, Energy Band Diagrams. Theory of metal-semiconductor contacts: Schottky diodes and ohmic contacts. Unipolar and bipolar devices: MOSFETS threshold voltage, characteristics, circuit models and regions of operations; Bipolar junction transistors, and Introduction to CMOS with Integrated circuit technology and simulation. Offered fall and winter.
Prerequisite: Major standing.
EE 422 Robotic Systems and Control (4)
Introduction to robotic systems and applications. Robotic forward and inverse kinematics. Task and path planning with motion controls. Jacobian matrix, differential motion and robotic statics. Redundant robots, mobile robots and multi-robot coordinated systems. Computer simulation and visualization of industrial robot workcells.
Offered fall or winter. Prerequisite: EE 325.
EE 426 Advanced Electronic Circuit Designs (4)
Design and analysis of analog circuits. Analysis and design of differential amplifiers; current sinks and sources, current mirrors. Design of signal generators, multi-vibrators and function generators. Emphasis on analysis and design through a sequence of laboratory experiments and short projects. Offered winter.
Prerequisite: EE 327.
EE 428 Industrial Electronics (4)
Applications of advanced electronics to manufacturing processes. Analysis and design considerations for industrial electronic systems. Operation of programmable controllers. Modeling and characteristics of integrated process elements. Transducers, signal conditioning and transmission; analog and digital controllers; thyristor commutation techniques; power supplies and interfaces, DC and AC drives and motor control circuits. With laboratory and design projects.
Prerequisite: EE 327.
EE 431 Automatic Control Systems (4)
Mathematical modeling of dynamic systems, transfer functions, state-space representation; timedomain transient and steady-state response analyses; stability theory and stability criteria; root-locus analysis and design; frequency-response analysis and designs; design of proportional, integral and derivative controllers, compensation networks. Use of Matlab and Simulink. With laboratory. Offered fall and winter.
Prerequisite: EE 316.
EE 433 Control System Design (4)
Design methodology for control systems via state space approach; modeling and transformation. Physical systems, time response, stability, transition matrix, state feedback control. Integrated system design, state observers. Analytical and computer simulations. Course includes a project to model, design, implement and evaluate a controller for a practical system. Offered fall.
Prerequisite: EE 431.
EE 437 Communication Systems (4)
Basic modules in communications systems and their functions; signal characteristics: bandwidth, power and energy; filtering; functions of the basic modules, filters, mixers, modulators, demodulators, PLL; amplitude modulation; frequency modulation; sampling and quantization. Offered fall and winter.
Prerequisites: EE 325 and EE 327.
EE 441 Electromechanical Energy Conversion (4)
Advanced study of electromagnetic systems. The principle of duality between magnetic and electric circuits. NEEssary conditions for electromechanical energy conversion. Modeling, equivalent circuits and steady-state/transient analyses of DC and AC electric machines. Speed control of DC and AC motors with industrial applications. With laboratories.
Prerequisite: EE 352.
EE 443 Electric and Magnetic Fields (4)
Waves and phasors, vector analysis, electrostatics and magnetostatics, Maxwell’s equations, time varying fields, plane waves, wave propagation and trasmission, transmission lines, radiation and introduction to antennas.
Prerequisites: MTH 254, EE 352 and senior standing.
EE 445 Electromagnetic Engineering (4)
Electromagnetic theory with applications. Diffraction, radiation, propagation, guided waves, optical transmission and resonant cavities. Offered fall or winter.
Prerequisite: EE 443.
EE 446 Introduction to Electromagnetic Compatibility (4)
Review of EM basics related to EMC applications. Analysis of EMI sources and rEEivers. Signal spectra, conducted and radiated emissions. Transmission line cross-talk. Introduction to shielding, filtering and grounding. Electrostatic discharges (ESD). Circuit and system immunity. Signal spectra, conducted and radiated emissions. EMC requirements for component and system levels. US and European standards and their origin. Automotive EMC standards. EMC issues in vehicle multiplexing communication. With laboratory.
Prerequisites: EE 335 and EE 352.
Recommended Corequisite: EE 437.
EE 450 Satellite-based Positioning System (4)
Introduction to the fundamentals of satellite-based positioning systems with an emphasis on the Global Positioning System (GPS). Understanding of the GPS satellite constellation, coordinate systems, timing standards and GPS signal structure. Determination of position from the range measurements for different modes of positioning. Introduction to various ranging error sources and mitigation techniques. Impact of ranging errors and satellite geometry on 3-dimensional position error. Offered fall or winter.
Prerequisites: EE 335.
EE 458 Electrical Energy Systems (4)
Generation, transmission and distribution of electrical energy. Analysis and design of three-phase circuits, representation of power systems and per unit normalization, symmetrical components and stability, unsymmetrical faults. Computer-aided problem solving included. Offered winter.
Prerequisite: EE 325.
EE 463 Foundations of Computer-Aided Design (4)
Computer-aided design as the cornerstone of computer-aided manufacturing. Presentation and exploration of “generic” CAD architecture. Mathematical representations of CAD primitives, surfaces and solids and manipulation. Comparison of wire-frame, surface, 2-1/2 D and solid models. IGES, STEP, CALS, and DXF standards Description of “feature based CAD” and the CAD manufacturing link.
Prerequisite: Major standing.
EE 469 Computer Simulation in Engineering (4)
Simulation as modeling tool for discrete-event and continuous systems, general principles of simulation, statistical models, input modeling, random variable generation, model building using a commercial simulation language, model verification and validation, determination of run length, output analysis, variance reduction techniques. Design and optimization of production service systems. Offered winter.
Prerequisites: Major standing and EE 325.
EE 470 Microprocessors-based Systems Design (4)
Application of microprocessors and microcomputers to the solution of typical problems; interfacing microprocessors with external systems such as sensors, displays and keyboards; programming considerations, microcomputer system and memory system design. A laboratory, design course; several short design projects and one large design project. Written report and oral presentation required. Credit cannot be earned for both CSE 470 and EE 470. Offered fall, winter.
Prerequisite: EE 378.
EE 472 Microcomputer-based Control Systems (4)
Computer-aided engineering, analysis, design, evaluation of control systems. Microcomputer/microprocessor-based hardware and software development of digital controllers, estimators, filters. Data acquisition, signal conditioning and processing circuits, graphics displays. On-line system level and board-level microcomputer-based control experiments. Laboratory and projects emphasize realtime applications, programming and hardware integration. With laboratory. Offered winter.
Prerequisites: EE 327 or EE 473, and EE 431.
EE 473 Automotive Electronics (4)
Review of basic automotive electronic devices and circuits. Characteristics, models and interfacing of sensors and actuators. Basic electronic and electromechanical controllers; engines, transmission, brake, suspension and traction. Battery system supply. Ancillary system components: safety, auto theft, diagnostics, collision. With laboratory. (Not for credit for electrical engineering majors).
Prerequisite: Major standing.
EE 475 Automotive Mechatronics I (4)
Overview of mechatronics; modeling, simulation, characterization and model validation of electromechanical devices; introduction to computer-aided software; basic automotive sensors; basic actuators and power train devices; principles of automotive and industrial electronic circuits and control systems (analog and digital); principles of product design; mechatronics case studies. With laboratory.
Prerequisite: EE 316.
EE 485 VLSI Circuits and Systems Design of Digital Chips (4)
Techniques for rapid implementation and evaluation of Very Large Scale Integrated Circuits (VLSIC). Behavioral, functional, logic, circuit, device, physical IC fabrication, layout issues. CMOS and pseudo nMOS technology, inverters, logic and transmission gates, switching characteristics and processing. Reliability, yield and performance estimation. Students design Application Specific Integrated Circuits (ASICs) using CAD tool suites. With laboratory. Offered winter.
Prerequisite: EE 327.
EE 487 Integrated Electronics (4)
Modern microelectronics processes and fabrication of integrated circuits. Crystal growth, wafer preparation, photolithography, dielectric and polysilicon film deposition, epitaxial growth, oxidation, diffusion, ion implantation, etching, metallization and integrated circuits layout principles. Introduction to MOS-based and bipolar transistor-based microcircuits design and fabrication. Fabrication processing simulation using SUPREM. With laboratory and projects.
Prerequisite: EE 384.
EE 490 Senior Project (2 to 4)
Independent work on advanced laboratory projects. Topic must be approved prior to registration. May be taken more than once.
EE 491 Senior Design (4)
Capstone design projects selected from a wide variety of areas related to electrical and computer engineering. Develops system approach to design: preparation of specifications, scheduling, modeling, simulations, and technological, financial and environmental aspects. Multi-disciplinary teamwork is emphasized. Prototyping, testing and completion of the project are required. Presentation of results orally in class and in documented final report.
Prerequisites and corequisites for Electrical Engineering majors:
Prerequisites: EE 327, EE 378, and either EE 352 or EE 443.
Corequisites: EE 437 or EE 431.
Prerequisites for Computer Engineering majors: EE 378 and EE 470.
EE 494 Independent Study (2 to 4)
Advanced individual study in a special area. Topic must be approved prior to registration. May be taken more than once.
EE 495 Special Topics (2 to 4)
Advanced study of special topics in engineering. May be taken more than once. The following courses are graduate level courses open to undergraduate students with instructor permission:
EE 525 Instrumentation and Measurements (4)
Errors in measurements, error corrections and minimization; transducers and their applications; signal conditioning and interfacing; electromagnetic compatibility and interference problems in instrumentation; measurement instruments and their characteristics. Measurement systems, signal analyzers and data acquisition systems; signal conversion; computer and microprocessor-based instrumentation. With project. (Previously EE 526). Offered fall.
Prerequisite: Permission of instructor.
EE 527 High-Frequency Electronics (4)
Transmission lines with sinusoidal and pulse excitation. Passive and active circuit components at high frequency. High frequency amplifiers, communication circuits, waveform generators and digital circuits. Introduction to high frequency measurements. (Previously EE 726.)
Prerequisite: Permission of instructor.
EE 533 Random Signals and Processes (4)
Provides the foundation needed to work with the random signals which are encountered in engineering. Concept of a random variable. Properties of one- and multi-dimensional random variables. Concept of a stochastic process. Characterization of random waveforms using power spectral density and the correlation function. Random signals in linear systems. Applications to engineering systems. Offered winter.
Prerequisite: Basic knowledge of linear systems.
EE 534 Principles of Digital Communications (4)
Source coding, signal design, modulation and demodulation. The optimal rEEiver principle, synchronization, communications over narrow band channels, fading channels and error correction codes. Offered fall.
Prerequisite: A previous course in communications systems or instructor permission.
EE 537 Digital Signal Processing (4)
Analysis of discrete signals and systems. Introduction to digital filters including finite and infinite impulse response filter. Discrete and Fast Fourier Transformations. Application of digital signal processing. Offered Winter.
Prerequisite: Basic knowledge of linear systems.
EE 545 Electromagnetic Engineering (4)
Electromagnetic theory with applications. Diffraction, radiation, propagation, guided waves, optical transmission and resonant cavities. Offered winter.
Prerequisite: Background in vector calculus and basic electromagnetic theory.
EE 550 Satellite-based Positioning System (4)
Introduction to the fundamentals of satellite-based positioning systems with an emphasis on the Global Positioning System (GPS). Understanding of the GPS satellite constellation, coordinate systems, timing standards and GPS signal structure. Determination of position from the range measurements for different modes of positioning. Introduction to various ranging error sources and mitigation techniques. Impact of ranging errors and satellite geometry on 3-dimensional position error. Offered fall or winter.
Prerequisites: EE 335.
EE 558 Electrical Energy Systems (4)
Generation, transmission and distribution of electrical energy. Analysis and design of three-phase circuits, representation of power systems and per unit normalization, symmetrical components and stability, unsymmetrical faults. Computer-aided problem solving included. Offered winter.
Prerequisite: EE 325.
EE 563 Foundations of Computer-Aided Design (4)
Computer-aided design as the cornerstone of computer-aided manufacturing. Presentation and exploration of “generic” CAD architecture. Mathematical representations of CAD primitives, surfaces and solids and manipulation. Comparison of wire-frame, surface, 2-1/2 D and solid models. IGES, STEP, CALS, and DXF standards Description of “feature based CAD” and the CAD manufacturing link.
Prerequisite: Major standing.
EE 567 Computer Networks (4)
Resource-sharing principles; communications and networks; packet switching; the ARPANET; network performance using principles of queueing theory; network design principles, capacity assignment; flow assignment; topological design. Other related topics.
EE 569 Computer Simulation in Engineering (4)
Simulation as modeling tool for discrete-event and continuous systems, general principles of simulation, statistical models, input modeling, random variable generation, model building using a commercial simulation language, model verification and validation, determination of run length, output analysis, variance reduction techniques. Design and optimization of production service systems. Offered winter.
Prerequisites: Major standing and EE 325.
EE 570 Microprocessor-based System Design (4)
Application of microprocessors and microcomputers to the solution of typical problems; interfacing microprocessors with external systems such as sensors, displays and keyboards; programming considerations, microcomputer system and memory system design. A laboratory design course; several short design projects and one large design project. This course integrates concepts learned in required courses and provides a design experience. The large design project includes cost/trade-off analysis, submitting a detailed written report and oral presentation of the project. Credit cannot be earned for more than one of CSE 470/570 and EE 470/570. Offered fall, winter.
Prerequisite: CSE/EE 378 or CSE 502 or equivalent.
EE 572 Microcomputer-based Control Systems (4)
Microcomputer-aided control system design and implementation techniques; board-level microcomputer and digital signal processor technology; design and realization of digital controllers, estimators and filters; hardware development of stand-alone, on-line microcomputer/processor-based control systems; real-time applications and multi-processor systems. A laboratory and project oriented course. Offered fall, winter.
Prerequisite: EE 570 or CSE 570.
EE 575 Automotive Mechatronics I (4)
Overview of mechatronics; modeling, simulation, characterization and model validation of electromechanical devices; introduction to computer-aided software; basic automotive sensors; basic actuators and power train devices; principles of automotive and industrial electronic circuits and control systems (analog and digital); principles of product design; mechatronics case studies. With laboratory.
Prerequisite: EE 316.
EE 581 Integrated Circuits and Devices (4)
Fundamentals of semiconductor electronics. Theory and operation of PN junctions and junction devices. MOS devices. Integrated circuits functional blocks, fabrication techniques, processing steps and equivalent circuits. Device modeling and simulation techniques. Offered Fall.
EE 585 VLSI Circuits and Systems Design of Digital Chips (4)
Techniques for rapid implementation and evaluation of Very Large Scale Integrated Circuits (VLSIC). Behavioral, functional, logic, circuit, device, physical IC fabrication, layout issues. CMOS and pseudo nMOS technology, inverters, logic and transmission gates, switching characteristics and processing. Reliability, yield and performance estimation. Students design Application Specific Integrated Circuits (ASICs) using CAD tool suites. With laboratory. Offered winter.
Prerequisite: EE 327.
EE 587 Integrated Electronics (4)
Modern microelectronics processes and fabrication of integrated circuits. Crystal growth, wafer preparation, photolithography, dielectric and polysilicon film deposition, epitaxial growth, oxidation, diffusion, ion implantation, etching, metallization and integrated circuits layout principles. Introduction to MOS-based and bipolar transistor-based microcircuits design and fabrication. Fabrication processing simulation using SUPREM. With laboratory and projects.
Prerequisite: EE 384.
EE 594 Independent Study (2 to 4)
Independent study in a special area of electrical engineering. Topic must be approved prior to registration.
EE 595 Special Topics (2 to 4)
Study of special topics in electrical engineering. May be taken more than once.
EE 620 Multi-dimensional Signal Theory (4)
Random vector analysis. Generalized harmonic analysis. Correlation and spectrum analysis of stochastic fields. Multidimensional linear systems. Transformations of random fields in multidimensional systems. Elements of generalized functions and Hilbert spaces. Applications to signal field processing, image processing and antenna and sensor array design.
Prerequisite: SYS 520.
EE 625 Applications of Analog Integrated Circuits (4)
Building blocks of analog integrated circuits and their limitations; characteristics, analysis and applications of analog integrated circuits; principles of circuit and system design with analog integrated circuits. Offered winter.
Prerequisite: Permission of instructor.
EE 626 High-Frequency Electronics (4)
Transmission lines with sinusoidal and pulse excitation. Passive and active circuit components at high frequency. High frequency amplifiers, communication circuits, waveform
generators and digital circuits. Introduction to high frequency measurements. (Previously EE 726.)
Prerequisite: Permission of instructor.
EE 632 Wireless Communications (4)
Introduction to wireless communication principles and systems. Wireless channel models, TDMA, FDMA, spread spectrum, CDMA, equalization, detection, estimation, coding, security, quality assessment of service and personal communications. The 2nd generation and 3rd generation wireless standards are also discussed. Offered fall, odd years.
Prerequisite: EE 534 or instructor permission.
EE 633 Signal Detection and Estimation Theory (4)
Noise analysis concept review, binary decision theory, multiple decision, sequential decision theory, nonparametric decision theory, fundamentals of estimation, sequential estimation theory, detection of coded information and error control.
Prerequisite: EE 533.
EE 634 Statistical Communication System Theory (4)
Harmonic analysis, sampling theory, stochastic process and correlation functions, linear systems response to random inputs, optimum linear systems (matched filters, Wiener filters) coherent and noncoherent filtering, nonlinear systems with random input (zero memory, square law, nth law devices), modulation theory, interference considerations.
Prerequisites: EE 533 or SYS 517.
EE 635 Modulation and Coding (4)
Phase shift keying (PSK), quadrature amplitude modulation (QAM), continuous phase modulation (CPM), constant envelope modulation, power spectral density, bandwidth efficiency, block codes, convolutional codes and turbo codes. Offered winter, even years.
Prerequisites: EE 534.
EE 638 Digital Image Processing (4)
Fundamentals of digital image processing; review of one-dimensional signal processing techniques; introduction to two-dimensional signals and systems; two-dimensional digital filtering; image enhancement techniques; statistical model based methods and algebraic techniques for image restoration; image data compression; image analysis and computer vision. Selected applications. Offered fall, odd years.
Prerequisites: Knowledge of linear systems, and probability and statistics.
EE 675 Automotive Mechatronics II (4)
Extensive review of software and modeling fundamentals, sensors, actuators, power train characteristics, automotive and industrial control systems; selected topics include engine and
exhaust gas sensors; sensor interfaces; injection electronic circuits, engine and transmission controllers, pneumatic servos and active suspension; electromagnetic compatibility and issues related to system design, compatibility requirements, filtering, shielding/grounding, testing; emerging technologies in automotive mechatronics systems. Student projects. Credit cannot be rEEived for both EE 675 and SYS 675.
Prerequisite: EE 575.
EE 682 Field-Effect Devices (4)
Electronic structure of semiconductor surfaces. Concepts of surface states and surface change. Metal-Semi-conductor (MS) contacts: ohmic and rectifying. Conductivity modulation and the theory of JFET and MESFET transistors. Integrated device technology, including Silicon on Sapphire (SOS) and Silicon on Insulator (SOI) structures and their application.
Prerequisite: EE 581.
EE 683 Advanced VSLIC Analog/Digital Systems Design (4)
Full-custom design and analysis techniques of ASICs. Metal-Oxide-Semiconductor (MOS) devices, circuits and future trends. MOS processing and design rules. Extensive circuit simulation. Analog VSLIC basic functions. Graphical model representation. Amplifiers. Current mirrors. Computer Aided Design (CAD) of analog integrated circuits. Layout and design for testability considerations. Implementing integrated system design from
circuit topology to patterning geometry to wafer fabrication. The course is project oriented. Students start with concepts and finish with testing and evaluating ASIC prototypes. Offered fall or winter.
Prerequisite: Permission of instructor.
EE 690 Graduate Engineering Project (2 to 4)
Independent work on an advanced project in electrical engineering. Topic must be approved prior to registration.
EE 691 Master’s Thesis Research (2 to 8)
Directed research leading to a master’s thesis. Topic must be approved prior to registration.
EE 725 Theory of Networks (4)
Network models of linear dynamic systems; network graphs and topological constraints, generalized equilibrium equations, time-frequency duality, energy and stability constraints, network passivity or activity, input-output representations, and state-transition matrices.
Prerequisite: SYS 520.
EE 741 Coherent Optics (4)
Current developments in coherent optics and holography; two-dimensional Fourier analysis, diffraction theory, Fourier transforming and imaging properties of lenses, holographic interferometry, optical data processing. With laboratory.
Prerequisite: SYS 520
EE 794 Independent Study (2 to 4)
Advanced independent study in a special area in electrical engineering. Topic must be approved prior to registration.
EEs 795 Special Topics (2 to 4)
Advanced study of special topics in electrical engineering. May be taken more than once.
EGR 240 Introduction to Electrical and Computer Engineering (4)
An introduction to the fundamentals of electrical and computer engineering; DC and AC circuits; transient analysis of first-order circuits, digital logic circuits, combinational logic design, sequential circuits, introduction to electronics, operational amplifiers, DC electromechanical machines. Laboratory. Offered fall, winter.
Prerequisite: EGR 141; Corequisites: MTH 155, PHY 151.
EGR 280 Design and Analysis of Electromechanical Systems (4)
Design, analysis, and testing of electromechanical systems; statics, linear and rotational dynamics; introduction to microprocessors, team design project dealing with technical, economic, safety, environmental, and social aspects of a real-world engineering problem; written, oral, and visual communication, engineering ethics. Offered fall, winter.
Prerequisites: EGR 120, EGR 240 Corequisite: EGR 250, EGR 260.
SYS 510 Systems Optimization and Design (4)
Classical optimization techniques including Lagrange multipliers and Kuhn-Tucker conditions. Computer techniques for system optimization including linear programming, constrained and unconstrained nonlinear programming. Introduction to global optimization, genetic algorithm, and dynamic programming. The course emphasizes a design experience involving system modeling, simulation and optimal design. Offered Spring or Summer.
SYS 517 Probability and Its Engineering Applications (4)
Techniques and topics from probability of use to engineers, particularly those interested in manufacturing. Includes topics from statistics, control charts, propagation of error and tolerancing, analaysis of queuing systems using birth and death processes and Markov chains, reliability, decision trees, etc. Credits cannot be rEEived for both SYS 517 and ISE 517. Offered winter, odd years. Student must have completed a course in probability.
SYS 520 Signal and Linear Systems Analysis (4)
Modeling and analysis of both continuous-time and discrete-time systems and signals. Time-domain and frequency-domain representation methods and transformations applied to electric circuits, mechanical systems and other dynamic systems. Fundamental theories of systems stability, controllability, observability and state-feedback control design. Computer simulation studies. Offered fall.
SYS 557 Energy Conservation Systems (4)
Techniques for improving energy use in industrial and commercial applications. Topics include: energy accounting; energy auditing; energy conservation management; net energy analysis; second law methods of analysis; combined use energy systems; new technology for energy conservation; assessment of alternative technology.
SYS 558 Electrical Energy Systems (4)
Generation, transmission and distribution of electrical energy. Analysis and design of three-phase circuits, per unit normalization, system design evaluation and load-flow, symmetrical
components and stability. Offered winter.
SYS 563 Foundation of Computer-Aided Design (4)
Computer-aided design as the cornerstone of computer integrated manufacturing. Presentation and exploration of "generic" CAD architecture. Mathematical representations of CAD primitives, surfaces and solids and manipulation. Comparison of wire-frame, surface, 2-1/2 D and solid models. IGES, STEP, CALS and DXF standards. Description of "featurebased CAD" and the CAD manufacturing link. Offered fall.
SYS 569 Computer Simulation in Engineering (4)
Simulation as modeling tool for discrete-event and continuous systems; general principles of simulation; statistical models; input modeling; random variable generation; model building using a commercial simulation language; model verification and validation; determination of run length; output analysis; variance reduction techniques. Design and optimization of production service systems. Offered winter.
SYS 577 Concurrent Engineering (4)
Principles of concurrent engineering including: manufacturing competitiveness, performance indicators, life-cycle management, strategic technology insertions, process re-engineering, cooperative work teams, supplier organization, information modeling and product realization taxonomy. Credit can not be rEEived for both SYS 577 and ME 577.
SYS 583 Production Systems (4)
Design issues to control the flow of material in manufacturing systems from forecast to fin-ished product. Topics include characterization of production systems, aggregate planning and disaggregation to a master schedule, inventory control, MRP, JIT systems, scheduling and sequencing, project planning and resource balancing. Offered fall. Prerequisite: A course in probability.
SYS 594 Independent Study (2 to 4)
Independent study in a special area in systems engineering. Topic must be approved prior to registration.
SYS 595 Special Topics (2 to 4)
Study of special topics in systems engineering. May be taken more than once.
SYS 623 Dynamics and Control of Robot Manipulators (4)
Cartesian and joint space representations and transformations. The Denavit-Hartenberg (D-H) convention and parameter tables. Robotic forward and inverse kinematics and task planning. Newton-Euler and Lagrangian dynamic models and formulations. Robotic joint servo control, position control, force control, compliant motion and many industrial application aspects. Computer numerical and graphical simulations. Offered winter.
Prerequisite: SYS 520.
SYS 630 Optimal Control Theory (4)
Modern control theory applied to linear dynamical systems. Differential and difference equations; stability of optimal control systems; dynamic programming; calculus of variation and Pontryagin’s minimum principle; optimally switched control systems, linear regulator problem; application of theory to practical control system design methodology; project involving the design of an optimal control system. Offered winter.
Prerequisite: SYS 520.
SYS 631 Estimation and Control Theory (4)
Stochastic differential and difference equations; Luenberger observer theory; Kalman-Bucy filtering theory; design of stochastic optimal and microprocessor-based control systems; duality between optimal estimation and control problems; the separation principle; simulation and laboratory implementation of observers and filters in stochastic control system. Offered fall.
Prerequisite: EE 520.
SYS 664 Advanced Computer-Aided Design (4)
Three-dimensional graphics in computer-aided design systems. Hidden surface elimination, shading, algebraic surface drawing, solid modeling and 3-D animation. Project demonstrates the application of 3-D graphics to the analysis and design of engineering applications.
Prerequisite: SYS 563.
SYS 674 Digital Control Systems (4)
Theoretical foundation needed to implement the microprocessor in control applications. Effects of sam-pling, data conversion, quantization, finite word length and time delays on system response and stability are examined. Pole-placement and observer/estimator techniques. Actual construction of a microcomputer- based controller culminates the course. Offered winter.
Prerequisite: SYS 520.
SYS 680 Engineering Decision Analysis (4)
Consideration of risk and uncertainty in decision criteria for resource allocation. Mathematical programming in engineering applications for multi-attribute utility analysis. Offered fall.
SYS 684 Computer-Integrated Manufacturing Systems (4)
The integration of the computer in the manufacturing process from concept, through engineering design, production planning, materials handling and process quality control and inventory management. The course will utilize simulation and laboratory to study parts and information flow in a computer-integrated manufacturing facility with fixed and flexible automation. Offered fall.
SYS 690 Graduate Engineering Project (2 to 4)
Independent work on an advanced project in systems engineering. Topic must be approved prior to registration.
SYS 691 Master’s Thesis Research (2 to 8)
Directed research leading to a master’s thesis. Topic must be approved prior to registration.
SYS 721 Large-Scale Dynamic Systems (4)
Analysis using a systems methodology including state variable modeling and multilevel structure. Structural stability, dynamic reliability, aggregation and decomposition. Application to estimation and control of large systems.
Prerequisite: SYS 520.
SYS 722 Linear Multivariable Systems (4)
Fundamental and state-of-the-art modeling, analysis and design of linear multivariable dynamic systems. The role of polynomial matrices and differential operators in the description and structural realization of multivariable systems. Concepts of multivariable poles, zeros, Nyquist arrays and generalized root loci. Algebraic design methods based on state feedback observers, and model-matching. Inverse Nyquist and characteristic locus techniques as extensions of classical control design.
Prerequisite: SYS 520.
SYS 731 Stochastic Optimal Control and Estimation Theory (4)
Foundation of stochastic optimal control and estimation theory. Continuous-time and discrete-time stochastic linear and nonlinear systems; analysis and design of stochastic optimal control
systems; nonlinear filtering smoothing and prediction theory; and adaptive control estimation. Offered fall, odd years.
Prerequisite: SYS 630.
SYS 735 Intelligent Control Systems (4)
Definition and paradigm for intelligent control; self-learning and supervised learning; hierarchical decision architecture; fuzzy logic, neural network, heuristics, genetic algorithm, optimum strategy and related topics; examples of intelligent and autonomous systems; computer simulation and visualization of applications.
Prerequisite: Permission of instructor.
SYS 794 Independent Study (2 to 4)
Advanced independent study in a special area in systems engineering. Topic must be approved prior to registration.
SYS 795 Special Topics (2 to 4)
Advanced study of special topics in systems engineering. May be taken more than once.