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Duluth Campus

Electrical Engineering B.S.E.E.

Electrical Engineering
Swenson College of Science and Engineering
  • Program Type: Baccalaureate
  • Requirements for this program are current for Fall 2024
  • Required credits to graduate with this degree: 127 to 129
  • Required credits within the major: 112 to 114
  • Degree: Bachelor of Science in Electrical Engineering
The electrical engineering BSEE program is concerned with the theory, design, and application of electrical phenomena. The department displays strengths in such diverse areas as microelectronics and VLSI, Communication and signal processing, digital computer systems, automatic control, robotics, and power and energy. The program balances theoretical and practical experience in electrical engineering through analysis, synthesis, and experimentation, using facilities that include both instructional and research laboratories. The bachelor of science in electrical engineering is accredited by the Engineering Accreditation Commission of ABET, http://www.abet.org
Program Delivery
This program is available:
  • via classroom (the majority of instruction is face-to-face)
Admission Requirements
For information about University of Minnesota admission requirements, visit the Office of Admissions website.
General Requirements
  1. Students must meet all course and credit requirements of the departments and colleges or schools in which they are enrolled including an advanced writing course. Students seeking two degrees must fulfill the requirements of both degrees. However, two degrees cannot be awarded for the same major.
  2. Students must complete all requirements of the Liberal Education Program or its approved equivalent.
  3. Students must complete a minimum of 120 semester credits completed in compliance with University of Minnesota Duluth academic policies with credit limits (e.g., Satisfactory/Non-Satisfactory Grading Policy, Credit for Prior Learning, etc).
  4. At least 30 semester credits must be earned through UMD, and 15 of the last 30 credits earned immediately before graduation must be awarded by UMD.
  5. At least half of upper-division (3xxx-level or higher) credits that satisfy major requirements (major requirements includes all courses required for the major, including courses in a subplan) through UMD.
  6. If a minor is required, students must take at least three upper division credits in their minor field from UMD.
  7. For certificate programs, at least 3 upper-division credits that satisfy requirements for the certificate must be taken through UMD. If the program does not require upper division credits students must take at least one course from the certificate program from UMD.
  8. The minimum cumulative University of Minnesota (UMN) GPA required for graduation is 2.00 and includes only University of Minnesota coursework. A minimum UMN GPA of 2.00 is required in each UMD undergraduate major, minor, and certificate. No academic unit may impose a higher GPA standard to graduate.
  9. Diploma, transcripts, licensure, and certification will be withheld until all financial obligations to the University have been met.
Program Requirements
1. A minor or second major is not required for B.S.E.E. 2. EE majors must meet with their advisers each semester. See department for details. 3. Completion of the EE "Exit Survey," and a one-to-one exit interview with the EE department head.
Introduction to Electrical Engineering (2 cr)
EE 1001 - Introduction to Electrical Engineering (2.0 cr)
Calculus I and II (10 cr)
First math course is determined by the ACT math score. This schedule presupposes placement into Math 1296.
MATH 1296 - Calculus I [LE CAT, LOGIC & QR] (5.0 cr)
MATH 1297 - Calculus II [LOGIC & QR] (5.0 cr)
Foundations (8 cr)
EE 1315 - Digital Logic (4.0 cr)
EE 2006 - Electrical Circuit Analysis (4.0 cr)
Computer Science (5 cr)
CS 1511 - Computer Science I [LE CAT] (5.0 cr)
or CS 1581 - Honors: Computer Science I [LE CAT] (5.0 cr)
Physics I with Lab (5 cr)
PHYS 2013 - General Physics I [LE CAT, NAT SCI] (4.0 cr)
or PHYS 2017 - Honors: General Physics I [NAT SCI] (4.0 cr)
with PHYS 2014 - General Physics Lab I [NAT SCI] (1.0 cr)
Physics II with Lab (5 cr)
PHYS 2015 - General Physics II (4.0 cr)
or PHYS 2018 - Honors General Physics II (4.0 cr)
with PHYS 2016 - General Physics Lab II (1.0 cr)
Advanced Mathematics and Statistics (12 cr)
MATH 3280 - Differential Equations with Linear Algebra (4.0 cr)
MATH 3298 - Calculus III (4.0 cr)
STAT 3611 - Introduction to Probability and Statistics (4.0 cr)
Chemistry I with Lab (5 cr)
First math course is determined by the ACT math score. This schedule presupposes placement into Math 1296.
CHEM 1153 - General Chemistry I [LE CAT, NAT SCI] (4.0 cr)
with CHEM 1154 - General Chemistry Lab I [LE CAT, NAT SCI] (1.0 cr)
Economics (3 cr)
ECON 1022 - Principles of Economics: Macro [LE CAT, SOC SCI] (3.0 cr)
or ECON 1023 - Principles of Economics: Micro [LE CAT, SOC SCI] (3.0 cr)
Core I (12 cr)
EE 2111 - Linear Systems and Signal Analysis (4.0 cr)
EE 2212 - Electronics I (4.0 cr)
EE 2325 - Microprocessor Systems (4.0 cr)
Core II (11 cr)
EE 3151 - Control Systems (4.0 cr)
EE 3235 - Electronics II (4.0 cr)
EE 3445 - Electromagnetic Fields (3.0 cr)
Ethics (3 - 4 cr)
CS 3111 - Computer Ethics [HUMANITIES] (4.0 cr)
or PHIL 3242 - Values and Technology [LE CAT8, HUMANITIES] (3.0 cr)
or PHIL 3325 - Environmental Ethics [HUMANITIES, SUSTAIN] (4.0 cr)
EE Electives (21 cr)
Minimum one course from four out of the five areas of specialization. The rest of the credits can be filled from any of the five areas. With approval, students may also take EE 5995 Special Topics course; group assigned will depend upon topics title.
Take 21 or more credit(s) from the following:
Communications and Signal Processing
· EE 4477 -  Antennas and Transmission Lines (3.0 cr)
or EE 4765 - Modern Communication Systems (4.0 cr)
or EE 5479 - Antennas and Transmission Lines Laboratory (1.0 cr)
or EE 5741 - Digital Signal Processing (3.0 cr)
or EE 5745 - Medical Imaging (3.0 cr)
· Controls and Robotics
· EE 4151 -  Digital Control System Design (3.0 cr)
or EE 4161 - Linear State=Space Control Systems (3.0 cr)
or EE 4171 - Introduction to Robotics and Mobile Control Architecture (3.0 cr)
or EE 5742 - Pattern Recognition and Machine Learning (4.0 cr)
· Digital Systems
· EE 4305 - Computer Architecture (4.0 cr)
or EE 4321 - Computer Networks (3.0 cr)
or EE 4171 - Introduction to Robotics and Mobile Control Architecture (3.0 cr)
· Microelectronics and VLSI
· EE 4311 - Design of VLSI Circuits (4.0 cr)
or EE 4611 - Introduction to Solid-State Semiconductors (3.0 cr)
or EE 4621 - Microelectronics Technology (3.0 cr)
· Power and Energy
· EE 4501 - Power Systems (4.0 cr)
or EE 4522 - Power Electronics I (3.0 cr)
or EE 4533 - Grid - Resiliency, Efficiency and Technology (3.0 cr)
or EE 5501 - Energy Conversion System (3.0 cr)
Non-EE Electives (3 - 4 cr)
Take 1 or more course(s) from the following:
· CE 2015 - Engineering Statics (3.0 cr)
· CE 2016 - Engineering Mechanics of Materials (3.0 cr)
· CHE 2001 - Introduction to Environmental Engineering (3.0 cr)
· CHE 2111 - Material and Energy Balances (3.0 cr)
· CHE 2211 - Materials and Energy Balances (4.0 cr)
· IE 3115 - Operations Research (4.0 cr)
· ME 2105 - Introduction to Material Science for Engineers (3.0 cr)
· ME 2211 - Thermodynamics [SUSTAIN] (3.0 cr)
Advanced Writing (3 cr)
WRIT 3130 - Advanced Writing: Engineering (3.0 cr)
Senior Design (4 cr)
EE 4951 - Design Workshop (4.0 cr)
or EE 4899 - Senior Design Project I (1.0 cr)
EE 4999 - Senior Design Project II (3.0 cr)
 
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· Swenson College of Science and Engineering

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· Electrical Engr B.S.E.E. Sample Plan

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EE 1001 - Introduction to Electrical Engineering
Credits: 2.0 [max 2.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall
Definition and description of electrical engineering. Digital and analog systems. Electrical engineering lab equipment and software. Selected specialties. (2 hrs lect)
MATH 1296 - Calculus I (LE CAT, LOGIC & QR)
Credits: 5.0 [max 5.0]
Course Equivalencies: Math1290/1296/1596
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
First part of a standard introduction to calculus of functions of a single variable. Limits, continuity, derivatives, integrals, and their applications. prereq: Math ACT 27 or higher or a grade of at least C- in Math 1250 or department consent
MATH 1297 - Calculus II (LOGIC & QR)
Credits: 5.0 [max 5.0]
Course Equivalencies: Math 1597/1297
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Second part of a standard introduction to calculus. Vectors, applications of integrals, transcendental functions, series, and multivariable functions and partial derivatives. prereq: A grade of at least C- in 1290 or 1296 or 1596
EE 1315 - Digital Logic
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Binary number system and digital coding techniques. Boolean algebra, combinational logic circuits, and minimization techniques. Synchronous sequential circuits and state reduction techniques. Medium Scale Integration (MSI) combinational components. prereq: CE, ChE, CS, EE, IE, ME majors or instructor consent
EE 2006 - Electrical Circuit Analysis
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Basic circuit analysis: resistive circuits, voltage and current sources--independent and dependent. Nodal and mesh analysis. Network theorems. Energy storage elements. RC, RL, and RLC transient and steady state analysis, phasors. SPICE analysis. (3 hrs lect, 3 hrs lab) prereq: Phys 2015, and Math 3280 (Concurrent registration is allowed for both courses)
CS 1511 - Computer Science I (LE CAT)
Credits: 5.0 [max 5.0]
Course Equivalencies: CS 1511/1581
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
A comprehensive introduction to computer programming using the C++ language. The course covers program design, C++ programming basics, control structures, functions and parameter passing. Students write and implement programs with data structures (arrays), pointers and files. Object-oriented programming is also introduced, along with concepts of abstraction, ADTs, encapsulation and data hiding. prereq: 3 1/2 yrs high school math or instructor consent
CS 1581 - Honors: Computer Science I (LE CAT)
Credits: 5.0 [max 5.0]
Course Equivalencies: CS 1511/1581
Grading Basis: A-F or Aud
Typically offered: Every Fall
Similar to 1511, but in greater depth and with more challenging assignments. For high-ability students. prereq: Honors student, 3 1/2 yrs high school math
PHYS 2013 - General Physics I (LE CAT, NAT SCI)
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Calculus-based introduction to Newtonian Mechanics, fluid mechanics, and heat. The companion laboratory, PHYS 2014 should be taken concurrently. The combination of PHYS 2013 and 2014 meets liberal education category 4. prereq: previous or concurrent registration in PHYS 2014. Prerequisite of Math 1290 or 1296 or 1596; credit will not be granted if already received for PHYS 2011.
PHYS 2017 - Honors: General Physics I (NAT SCI)
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall
Advanced coverage of General Physics topics that include Newtonian Mechanics, fluid mechanics, and heat. Mathematically and conceptually demanding problem solving techniques. The companion laboratory, PHYS 2014, should be taken concurrently. The combination of PHYS 2014 and PHYS 2017 meets liberal education natural science with lab. prereq: Previous or concurrent registration in PHYS 2014. Previous or concurrent registration in Math 1290 or Math 1296 or 1596, or physics major or instructor permission. Credit will not be granted if already received for PHYS PHYS 2011 or PHYS 2013.
PHYS 2014 - General Physics Lab I (NAT SCI)
Credits: 1.0 [max 1.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Calculus-based introduction to Newtonian Mechanics, fluid mechanics, and heat exemplified by laboratory study. This laboratory accompanies lecture PHYS 2013 and should be taken concurrently. The combination of PHYS 2013 and 2014 meets liberal education category 4. prereq: previous or concurrent enrollment in PHYS 2013 or 2017
PHYS 2015 - General Physics II
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Calculus-based introduction to electricity, magnetism and optics. The companion laboratory, PHYS 2016, should be taken concurrently. prereq: previous or concurrent registration in 2016. Prerequisite of 2011 or 2013 or 2017 and 2014, Math 1297 or 1597; credit will not be granted if already received for PHYS 2012.
PHYS 2018 - Honors General Physics II
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
Advanced coverage of calculus-based introduction to electricity magnetism and optics. Mathematically and conceptually demanding problem solving techniques. The companion laboratory, PHYS 2016 should be taken concurrently. Prerequisites: Previous or concurrent registration in PHYS 2016; PHYS 2013 or 2017; co-registration in or prior completion of Math 1287 or 1597 or instruction permission. Credit will not be granted if already received for PHYS 2012 or 2015.
PHYS 2016 - General Physics Lab II
Credits: 1.0 [max 1.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Calculus-based introduction to electricity, magnetism and optics exemplified by laboratory study. This laboratory accompanies lecture PHYS 2015 and should be taken concurrently. prereq: Previous or concurrently enrollment in PHYS 2015 or 2018.
MATH 3280 - Differential Equations with Linear Algebra
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
First, second, and higher order equations; series methods; Laplace transforms; systems; software; modeling applications; introduction to vectors; matrix algebra, eigenvalues. prereq: A grade of at least C- in 1297 or 1597
MATH 3298 - Calculus III
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Third part of a standard introduction to calculus. Conic sections, vectors and vector-valued functions, partial derivatives and multiple integrals, vector fields, Green's and Stokes' theorems. prereq: A grade of at least C- in 1297 or 1597
STAT 3611 - Introduction to Probability and Statistics
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Basic probability, including combinatorial methods, random variables, mathematical expectation. Binomial, normal, and other standard distributions. Moment-generating functions. Basic statistics, including descriptive statistics and sampling distributions. Estimation and statistical hypothesis testing. prereq: A grade of at least C- in Math 1290 or Math 1296
CHEM 1153 - General Chemistry I (LE CAT, NAT SCI)
Credits: 4.0 [max 4.0]
Course Equivalencies: CHEM 1173/CHEM 1153/CHEM 1161
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Fundamental principles of chemistry exemplified by study of elements, compounds, and their reactions. Covers fundamental concepts of the atom, molecule, stoichiometry, chemical reactions, thermochemistry, gas laws, atomic structure, periodic table, chemical bonding, and other selected topics. The companion laboratory, CHEM 1154, should be taken concurrently. The combination of CHEM 1153 and CHEM 1154 meets the lab component of NAT SCI, LE CAT 4. prereq: One year high school chem, Math ACT 24 or higher or a grade of least C- in Math 1005, Credit will not be granted if already received for 1151 or 1161 or 1173. Fall semester, SCSE majors only.
CHEM 1154 - General Chemistry Lab I (LE CAT, NAT SCI)
Credits: 1.0 [max 1.0]
Course Equivalencies: CHEM 1174/CHEM 1154
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Basic laboratory skills while investigating the fundamental principles of chemistry. Covers fundamental concepts of the atom and molecule, stoichiometry, acid-base reactions, oxidation-reduction reactions, thermochemistry, characteristic properties of anions, gas laws and spectrophotometry. This laboratory accompanies lecture CHEM 1153. The combination of CHEM 1153 and CHEM 1154 meets liberal education category 4 requirements. prereq: Previous or concurrent enrollment in CHEM 1153 or 1173; credit will not be granted if already received for CHEM 1151, 1161 or 1174.
ECON 1022 - Principles of Economics: Macro (LE CAT, SOC SCI)
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Analyzing overall performance of an economic system. National income accounting and theory, unemployment, inflation, fiscal policy, money, monetary policy, economic growth, international trade, non-U.S. economies, and real-world application of these concepts. prereq: Minimum 15 credits or department consent
ECON 1023 - Principles of Economics: Micro (LE CAT, SOC SCI)
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Analyzing free enterprise system through study of product and resource markets. Supply and demand, utility, production and cost, market structure, resource use, market failures, regulatory role of government, and real-world application of these concepts. prereq: Minimum 15 credits or department consent
EE 2111 - Linear Systems and Signal Analysis
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Signal and system modeling concepts, system analysis in time domain, Fourier series and Fourier transform. Discrete time domain signals and systems, Z transform, applications. (3 hrs lect, 3 hrs lab) prereq: 2006
EE 2212 - Electronics I
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Diodes, BJTs, FETs, ideal operational amplifiers, DC analysis, small signal models, and analysis; single-stage circuits design; power amplifiers. (3 hrs lect, 3 hrs lab) prereq: 2006
EE 2325 - Microprocessor Systems
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Microcomputer components. Instruction set, machine and assembly language programming. Addressing modes. Signed/unsigned arithmetic. Stack uses. Assembly-level translation of high-level language constructions. Input/Output interfacing. Interrupt programming. (3 hrs lect, 3 hrs lab) prereq: 1315
EE 3151 - Control Systems
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
System mathematical modeling: differential equations, Laplace transform, block diagrams, signal flow graphs. System performance characteristics: time response, sensitivity, steady-state error. Stability analysis: Routh-Hurwitz, root locus and Nyquist. State variables. Compensation design, software tools. (3 hrs lect, 3 hrs lab) prereq: 2111
EE 3235 - Electronics II
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Multistage circuits, frequency analysis, non-ideal operational amplifiers, feedback and stability, oscillators, filters. (3 hrs lect, 3 hrs lab) prereq: 2212
EE 3445 - Electromagnetic Fields
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall
Fundamentals of electromagnetic analysis. Electrostatic and magnetostatic fields. Introductory numerical analysis of electromagnetic fields. Time-varying fields and potentials. Maxwell's equations and their applications. (3 hrs lect) prereq: Math 3280, 3298, Phys 2012 or 2015 and 2016
CS 3111 - Computer Ethics (HUMANITIES)
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Ethical issues posed by computer use, including those related to networking, intellectual property, privacy, crime and security, risk and reliability, and effects on work and wealth. Includes significant writing and a class presentation prereq: WRIT 3100 or 3110 or 3121 or 3130 or 3140 or 3150 or 3160 or Engr 4001, minimum 60 credits or instructor consent; a grade of C- or better is required in all prerequisite courses
PHIL 3242 - Values and Technology (LE CAT8, HUMANITIES)
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Problems related to science and technology. Application of moral theory to issues raised by technology, such as distribution of power, effects on environment, labor and social life, privacy, intellectual property rights, product liability, and professional codes of ethics. prereq: 60 cr or instructor consent
PHIL 3325 - Environmental Ethics (HUMANITIES, SUSTAIN)
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Periodic Fall & Spring
Moral dimension of relationship between humans and earth's natural environment. Pollution, energy policy, economics, law, and environment; endangered species; rights of nonhumans; preservation and conservation; obligations toward future generations; ethical theory and environment. prereq: 30 cr or instructor consent
EE 4477 - Antennas and Transmission Lines
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Theory and performance of antennas and transmission lines. Topics: Allocation of RF spectrum, radiation theory, EM wave propagation, ground effects, interference, antenna performance metrics, transient and sinusoidal transmission line behavior, bounce diagrams, Smith chart, waveguide theory, modeling with the numerical electromagnetics code (NEC), unlicensed wireless applications, specific antenna designs and applications, class demonstrations. pre-req: EE 3445 or instructor consent. no grad credit, credit will not be granted if already received for EE 5477
EE 4765 - Modern Communication Systems
Credits: 4.0 [max 4.0]
Grading Basis: A-F only
Typically offered: Periodic Fall & Spring
Design and analysis of modern communication systems; evaluation of analog and digital modulation techniques with and without presence of signal noise. pre-req: EE 2111 or instructor consent, no grad credit, credit will not be granted if already received for EE 5765
EE 5479 - Antennas and Transmission Lines Laboratory
Credits: 1.0 [max 1.0]
Prerequisites: 5477 pre or co-req
Grading Basis: A-F or Aud
Typically offered: Every Spring
This laboratory course provides hands-on experience with designing, constructing, and measuring the performance of radio frequency (RF) antennas and transmission lines. Concepts include velocity factor, propagation, factors, characteristic impedance, tuning stubs and matching sections, resonance, parasitic elements, gain, directivity, return loss and RF safety. This course supports the theory presented in EE 5477 (Antennas and Transmission Lines) and is optional for those enrolled in or having completed EE 5477. prereq: 5477 pre or co-req
EE 5741 - Digital Signal Processing
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Periodic Spring
Discrete linear shift-invariant systems, z- & Fourier transform, sampling, discrete-time processing of signals, reconstruction of analog signals, filters and filter structures in direct, parallel, and cascaded forms, FIR & IIR digital filter design, impulse-invariant, bi-linear transform & window functions, FFT, introduction to image processing. prereq: 2111; credit will not be granted if already received for 4741
EE 5745 - Medical Imaging
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Spring Odd Year
Introduction to the methods and devices for medical imaging, including x-ray imaging, x-ray computer tomography (CT), nuclear medicine (single photon planar imaging, single photon emission computer tomography (SPECT), and positron emission tomography (PET), magnetic resonance imaging (MRI), and ultrasound imaging. The physics and design of systems, typical applications, medical image processing, and tomographic reconstruction. prereq: EE (ECE) 2111, Math 3298 or instructor permission
EE 4151 - Digital Control System Design
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Digital control system characteristics: transient and steady-state responses, frequency response, stability. Digital control system design using transform techniques. Controllability and observability. Design of digital control systems using state-space methods: pole placement and observer design, multivariable optimal control. Implementation issues in digital control. pre-req: EE 3151, , no grad credit, credit will not be granted if already received for EE 5151
EE 4161 - Linear State=Space Control Systems
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
State space representations of control systems and analysis and design. Stability, controllability, observability, realizations, state estimator or observer design and state feedback design. pre-req: EE 3151 or instructor consent, credit will not be granted if already received for EE 5161
EE 4171 - Introduction to Robotics and Mobile Control Architecture
Credits: 3.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
Programmable Logic Controller (PLC) principles and applications; introduction of PLC and Human-Machine Interface (HMI) programming and design; design and implementation of analog and/or digital input/output modules. pre-req: EE 2325 or instructor consent; credit will not be granted if already received for EE 4351
EE 5742 - Pattern Recognition and Machine Learning
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Fall Even, Spring Odd Year
Various methods of pattern recognition, non-parametric techniques, linear discriminant functions, support vector machines, statistical classification, min-max procedures, maximum likelihood decisions and case studies. prereq: STAT 3611, senior or graduate standing in science or engineering or instructor consent; some basic concepts in linear algebra and probability theory.
EE 4305 - Computer Architecture
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall
Advanced assembly language programming techniques. Memory design principles. Virtual memory. Cache memory. Processor design. Pipelined and Reduced Instruction Set Computers (RISC). Advanced microprocessor features. (3 hrs lect, 3 hrs lab) prereq: 2325
EE 4321 - Computer Networks
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Periodic Fall
Network classification and services. Protocol and communication architectures. Hardware components: multiplexers, concentrators, bridges, routers, access servers. (3 hrs lect) prereq: 2325
EE 4171 - Introduction to Robotics and Mobile Control Architecture
Credits: 3.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
Programmable Logic Controller (PLC) principles and applications; introduction of PLC and Human-Machine Interface (HMI) programming and design; design and implementation of analog and/or digital input/output modules. pre-req: EE 2325 or instructor consent; credit will not be granted if already received for EE 4351
EE 4311 - Design of VLSI Circuits
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Periodic Fall
The course covers custom design process of very large scale integrated circuits in CMOS technology. prereq: 2212 or instructor consent, no grad credit, credit will not be granted if already received for 5311
EE 4611 - Introduction to Solid-State Semiconductors
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
Fundamentals of solid-state semiconductors and devices. Quantum mechanical concepts and atomic states, solid-state structure, band structure, semiconductor statistics, and transport. (3 hrs lect) prereq: Phys 2012 or 2015; credit will not be granted if already received for ECE 3611
EE 4621 - Microelectronics Technology
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall
Various fabrication processes in micro-/nano-scale semiconductor electronic and optoelectronic devices: lithography, oxidation, diffusion, thin film, deposition, etching and integration of various technologies; device simulation using COMSOL software; new materials and fabrication technologies. pre-req: EE 3235 or instructor consent, no grad credit, credit will not be granted if already received for EE 5611 or 5621.
EE 4501 - Power Systems
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
Fundamentals of rotating machines: DC, synchronous, and induction machines. Transformers. Power system representation. Transmission lines. Power system analysis: stability and dynamic performance. Balanced and unbalanced faults. Power system protection. (3 hrs lect, 3 hrs lab) prereq: 2006; no grad credit
EE 4522 - Power Electronics I
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
The course covers basic operating principles of different power topologies as well as feedback loop design. pre-req: EE 3235 or instructor consent, no grad credit, credit will not be granted if already received for EE 5522.
EE 4533 - Grid - Resiliency, Efficiency and Technology
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Periodic Fall & Spring
Concepts are architecture or grid, smart grid and microgrid; resiliency under physical and cyber attaches; grid efficiency via sensors, networks and control; technology for cybersecurity and protection of the grid. pre-req: EE 2006 or instructor consent, no grad credit, credit will not be granted if already received for EE 5533
EE 5501 - Energy Conversion System
Credits: 3.0 [max 3.0]
Course Equivalencies: EE 5501/ME 5325
Grading Basis: A-F or Aud
Typically offered: Every Fall
Theory, design and operation of conventional and alternative electrical energy conversion systems. Carbon dioxide cycle, Earth/Sun radiation balance, and environmental impacts. Power delivery systems and integration of conversion systems with the grid. Development of generation portfolios. Impact of energy policies and current energy issues. Case studies. prereq: Chem 1151 or 1153 and 1154
CE 2015 - Engineering Statics
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
This course deals with rigid-body mechanics. Statics develops the equations of equilibrium for structures in equilibrium and applies them to the analysis of statically determinate framed structures, trusses, and machines. Specific subjects include the analysis of frictional forces and topics relating to the center of gravity and mass moments of inertia. pre-req: PHYS 2013, MATH 1297 (may be taken concurrently)
CE 2016 - Engineering Mechanics of Materials
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
This course deals with mechanics of deformable bodies. The mechanics of deformable bodies includes an introductory treatment of stress and strain at a point and their relationship in two dimensions. Other topics include axial loading, torsion, shear and bending moment diagrams, bending stresses, deflection of beams, and stress and strain transformations. pre-req: CE 2015
CHE 2001 - Introduction to Environmental Engineering
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
Comprehensive survey of environmental engineering. Fundamental science and engineering principles as basis for analyzing environmental issues. Federal laws on air pollution, wastewater discharge, and hazardous waste. Wastewater treatment, air pollution control, waste minimization, resource recovery, and recycling. prereq: Chem 1113 or higher, Math 1250 or higher
CHE 2111 - Material and Energy Balances
Credits: 3.0 [max 3.0]
Course Equivalencies: CHE 2211/CHE 2111
Typically offered: Every Fall & Spring
Elementary principles of chemical processes, emphasizing material and energy balances. prereq: Chem 1151 or 1161 or 1153 and 1154, Math 1296 or 1596 minimum grade of C
CHE 2211 - Materials and Energy Balances
Credits: 4.0 [max 4.0]
Course Equivalencies: CHE 2211/CHE 2111
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Elementary principles of chemical processes, emphasizing material and energy balances and problem solving. pre-req: Minimum grade of C in the following courses CHEM 1151 or 1161 or (1153 & 1154) or (1173 & 1175) and MATH 1296 or 1596
IE 3115 - Operations Research
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Every Spring
This course prepares students to formulate optimization models in the formats of linear programming, network programming, integer mixed linear programming, goal programming, multi objective programming and nonlinear programming models; understand the simplex algorithm and solve simple linear programming models by hand; implement complex models and solve them using computer software; and interpret and communicate final results. prereq: Math 3280, Stat 3411, BSIE candidate or instructor consent
ME 2105 - Introduction to Material Science for Engineers
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Structures and properties of engineering materials, emphasizing metals, composites, polymers, and ceramics. prereq: Chem 1151 or 1153 and 1154; credit will not be granted if previously given for Engr 2110 or IE 2105.
ME 2211 - Thermodynamics (SUSTAIN)
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Thermodynamics, thermodynamic properties of liquids and gases, 1st and 2nd laws of thermodynamics, irreversibility and entropy. Carnot systems, work producing systems, combustion engine cycles, work absorbing systems, refrigeration cycles, psychrometrics. prereq: PHYS 2013; credit will not be granted if already received for ME 3211
WRIT 3130 - Advanced Writing: Engineering
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall, Spring & Summer
Study of writing for those invested in the disciplines of engineering or computer science. Exploration of academic and professional rhetorical situations. Practice with research methods, document design, editing, effective collaboration, and ethical issues in the production of documents in multiple genres for multiple audiences. pre-req: 1) WRIT 1120 or MNTC or AA completed 2) minimum 60 credits earned or in progress
EE 4951 - Design Workshop
Credits: 4.0 [max 4.0]
Grading Basis: A-F or Aud
Typically offered: Periodic Spring
Study of a selected topic; its application to a design project, completed individually or in a small group. Focuses on a different method each semester offered. Completion satisfies requirement for a senior design project. prereq: WRIT 3130 previous or concurrent registration allowed, BSECE or BSEE or BSEP cand, instructor consent; no Grad credit; credit will not be granted if already received for 4899
EE 4899 - Senior Design Project I
Credits: 1.0 [max 1.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Selection and completion of team project approved and supervised by faculty. See also ECE 4999. prereq: WRIT 3130, BSECE or BSEE or BSEP cand, instructor consent; no grad credit, credit will not be granted if already received for 4951
EE 4999 - Senior Design Project II
Credits: 3.0 [max 3.0]
Grading Basis: A-F or Aud
Typically offered: Every Fall & Spring
Students present senior design project results in formal written and oral reports after making refinements. Complete documentation of results in professional manner required. Results must be presented in an oral report with other senior project team members. ECE 4899 and ECE 4999 must be completed within one year for credit. prereq: 4899 and BSEP candidate, instructor consent, no Grad credit; credit will not be granted if already received for 4951