Course work includes building up a SaaS project. Rapid prototyping requires a good quality 3D CAD system. & Privacy for Smart Grids 3 Credit Hours, Full Course Title: Security and Privacy for Smart Grids EECS at Michigan Established. Monochrome and color vision in man and machines, image quantization edge detection, image enhancement, image restoration, color analysis and processing, multispectral image processing, texture analysis, image coding and compression, morphology, geometrical image modifications. Concentration Courses (9 to 11 credits), Interim Chair and Associate Professor, Electrical and Computer Engineering, Administrative Assistant Intermediate, Electrical and Computer Engineering, Student Administrative Assistant Senior, Electrical and Computer Engineering, 2050 - Institute for Advanced Vehicle Systems Building, Professional Development and Career Preparation, Industrial and Manufacturing Systems Engineering, College of Engineering and Computer Science, Dual BSE in Electrical Engineering and Computer Engineering, Ph.D. in Electrical, Electronics, and Computer Engineering, D.Eng. The course will develop fundamental understandings for the behavior of these devices. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. Introduction to pattern recognition (PR) as a process of data analysis. Additional cognate options may be approved by the ECE department. This university ranks 17th out of 57 schools for overall quality in the state of Michigan. Three lecture hours per week. This course cannot be taken with ECE500. Team oriented course project to provide hands-on experience may be required. Minimal state space models, on-line estimation schemes, parameter convergence for SISO and MIMO systems, direct and indirect adaptive prediction, minimum prediction error controllers (one-step ahead and model reference control), minimum prediction error adaptive controllers (direct and indirect approach), adaptive control algorithms for close-loop pole assignment, Kalman filter, extended Kalman filter. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Rackham or GraduateCan enroll if College is Engineering and Computer ScienceCan enroll if Major is Software Engineering, ECE699 Master's Thesis 3 or 6 Credit Hours. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. How speech is produced from the human vocal system and the different types of basic speech sound components is addressed, followed by methods to analyze speech signals in both the time domain and frequency domain. Students will analyze and design filters. This course will introduce students to multimedia design tools for dynamic media (video and audio). The basic limitations and alternatives for communications signaling are studied, using appropriate mathematical tools. ECE516 Electronic Materials & IC Proc 3 Credit Hours. Three lecture hours per week. Topics include: an overview of embedded processors and microcontrollers, digital signal processors, field programmable gate arrays (FGPAs), sensors and actuators, embedded operating systems including various Linux and Android platforms, and embedded networks. Effect of tolerances of circuit elements on the performance of the circuit behavior will be analyzed. Core Courses (Select 3 courses from the following), Specialization Courses (Select 3 courses from the following lists). 1080 - Administration Building. This course will introduce students to methods and technologies of computer music. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or, ECE584 Speech Processes 3 Credit Hours. This course covers selected topics in applied mathematics useful in science and engineering fields, including: solution of linear equations, polynomial interpolation and approximation, solution of nonlinear equations, roots of polynomials, resultants, approximation by orthogonal functions (includes Fourier series), ordinary differential equations, optimization, calculus of variations, probability and stochastic processes, computational geometry, and differential geometry. The course will use examples of electromagnetic devices that operate at low frequency, (e.g., coils and motors), and others that operate at high frequency (e.g., Optical fiber, Laser, Imaging Sensor, LEDs, Solar cells and Antenna.) This course will introduce students to design tools for multimedia systems. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. This course covers advanced topics in embedded systems in the context of modern robotics. Dissertation work by a pre-candidate student in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. Dynamic models of sensors and actuators. Students will be exposed to a broad range of topics including optimal power flow, Smart Grid technology, economic dispatch, unit commitment, and the impact of renewable energy on power and management systems. It is the responsibility of the student requesting transfer of credit to submit this completed form and an official transcript with course final grade and a copy of the course syllabus or the catalogs description. This course will cover the basic issues in multimedia security and forensics and is designed to give the student hands-on experience in various aspects of information security and forensic analysis through the various assignments and projects. Introduction to the fundamental concepts of data mining including data exploration, pre-and post-processing, OLAP, predictive modeling, association analysis, and clustering. Undergraduate Electrical Engineering Student at the University of Michigan-Dearborn | Learn more about Hussein Hazime's work experience, education, connections & more by visiting their profile on . Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. As the complexity of the systems grows, developers will be presented with significant challenges. Three lecture hours per week. Introduction to interactive techniques in PR. Characterization of complete and incomplete machines, decomposition and state assignment problems. . Three hours per week. A term project may be required. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if College is Engineering and Computer Science, ECE5421 Grid Communication and System 3 Credit Hours. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. . Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Students will design and implement algorithms and simulate driver-highway interactions. Similarity and dissimilarity measures in feature space. (W), Restriction(s): Can enroll if Level is Graduate or Rackham or DoctorateCan enroll if College is Engineering and Computer Science, ECE646 Adv Elec Drive Transportation 3 Credit Hours. Required unless waived. Individual or group study, design, or laboratory research in a field of interest to the students. ECE567 Nonlinear Control Systems 3 Credit Hours. ECE517 Adv Pwr Electrncs&Motor Drvs 3 Credit Hours. These include an introduction to CMOS circuits, their characterization and performance estimation. Seek out a major that aligns with your interests and values through one of our engineering programs. Introduction to linear spaces and operators; mathematical description of multiple input-output systems; state variables and state transition matrix; controllability and observability and its application to irreducible realization of transfer function matrices; state variable estimation; controller synthesis by state feedback; stability of linear systems; analysis of composite systems. The course will cover the sources of energy including coal, nuclear, solar, wind; their impact on the climate; and their technological characteristics in terms of availability, cost and reliability. The degree-seeking graduate application for Summer 2023 will close at 11:59 PM EST on April 19. (3 credits), and any one ECE course at the graduate level. Design of real time systems. ECE590 Selected Topics 1 to 3 Credit Hours. A high level-overview of different types of mobile robots is presented first. Distributed operating systems. For each subsytem, the discussion includes relevant methods for understanding and constructing the model of the environment or planning and controlling the motion of the robot. ECE560 Modern Control Theory 3 Credit Hours. ECE5252 MM Design Tools II 3 Credit Hours. Practical system examples are stressed. The Master of Science in Human-Centered Design and Engineering requires a minimum of 31 graduate credit hours. University of Michigan-Dearborn alumnus with a Bachelor's in Electrical Engineering. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if College is Engineering and Computer ScienceCan enroll if Major is Computer & Information Science, Computer Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE615 Advanced Power Electronics 3 Credit Hours. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. ECE537 Data Mining 3 Credit Hours. Students will design and simulate systems encompassing important concepts presented in the course. Michigan Engineering | University of Michigan 1221 Beal Avenue. 2050 - Institute for Advanced Vehicle Systems Building, Professional Development and Career Preparation, Industrial and Manufacturing Systems Engineering, College of Engineering and Computer Science, Dual BSE in Electrical Engineering and Computer Engineering, Ph.D. in Electrical, Electronics, and Computer Engineering, D.Eng. ECE553 Sftware/Hrdware Rapid Protyp 3 Credit Hours, Rapid prototyping technology is primarily aimed at reducing the lead times and costs associated with new product development. ECE681 Adv Digital Sig Processing 3 Credit Hours. The purpose of this course is NOT to teach students how to become hackers, but rather to teach them about threat models and attack vectors for cyber-physical systems so that they can develop countermeasures to defend against threats. Project oriented course. Exemptions and transfer credit are granted at the discretion of the program chair. Restriction(s): Can enroll if Class is Graduate, ECE510 Vehicle Electronics I 3 Credit Hours, This course discusses the principles of electrical engineering and applications of electrical and electronic systems in automobiles, including resistive, inductive, and capacitive circuit analysis, semiconductor diodes, junction transistors, FETS, rectifiers, and power supplies, small signal amplifiers, biasing considerations, gain-bandwidth limitations, circuit models. ECE5701 Intro to Wireless Comm 3 Credit Hours. ECE586 Digital Image Processing 3 Credit Hours. Three lecture hours per week. Three lecture hours per week. Detroit, Michigan, United States. Articulated body dynamics, contact modeling, and contact dynamics will be presented first. Logic design and testing of VLSI circuits. By learning and understanding the working vocabulary of each of these three fields, students will be able to contribute creative and effective multimedia-based solutions to interesting real-world problems. programs accept students for both part-time and full-time study. Mechatronics, as an engineering discipline, is the synergistic combination of mechanical engineering, electrical engineering, control engineering, and computer science, all integrated through the design process. This course will cover the fundamental concepts and techniques used in multimedia data, storage and retrieval including storage and retrieval images, videos, audio and text documents. Our excellence and impact comes through in the work of our two divisions. ESS (especially batter) management, power electronics in HESS and motor drive, HEV component optimization, HIL and SIL, vehicle power management future trends, and so on. Elect the thesis ECE 699 (6 credits) to work under the supervision of a faculty advisor; Take direct study by ECE 591 (3 credits), and one ECE course at the graduate level; Complete ECE 505 and ECE 510 as directed by ECE Department if undergraduate degree is not in Electrical Engineering/Computer Engineering disciplines; Take two additional ECE courses at the graduate level. Students will be exposed to a broad range of topics including data collection, data processing, and data mining for electrical power systems. A basic introduction to modern wireless communication principles and architectures. ECE528 Cloud Computing 3 Credit Hours. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE524 Interactive Media 3 Credit Hours. Students cannot take both ECE428 and ECE528 for degree credit. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. Review of probability and random variables. Students are expected to have knowledge of high-level programming language and will be required to accomplish a course project. Three lecture hours per week. Applications to smoothing, parameters estimation, prediction, system identification. Topics relevant to the design and analysis of VLSI circuits are investigated. Representative topics are sensors and image formation, advanced algorithms in object feature filtering, extraction and recognition, texture and colors, motion, 3D vision, and applications. agencies across the state. (Not open to students with EE degree. ECE 5121 Modeling & Design of Elec Cir. View the University of Michigan profile of Xuan Zhou. Three lecture hours per week. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. This course is intended to expose students to fundamentals of security primitives specific to CPSs and to apply them to a broad range of current and future security challenges that such systems are facing. Three lecture hours per week. Prerequisite(s): (ECE570 and ECE5701) or CIS 627, ECE675 Computer Architecture II 3 Credit Hours. It is a research-oriented course including a research literature survey, a final project implementing a state-of-the-art algorithm or system, and a set of hands-on assignments that cover modern tools and real-time embedded systems development frameworks such as the Robot Operating System. Topics of the course include advanced web technologies, distributed computing models and technologies, software as a service (SaaS), virtualization, pallelization, security/privacy and the advance in cloud computing. Three lecture hours per week. Three hours per week. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. Semiconductors. Students will be exposed to a broad range of advanced topics including power converter topologies; DC-DC, DC-AC, AC-DC and AC-AC power conversions; advanced power semiconductor devices; large-signal and small-signal modeling of power electronics converters; controller design; magnetic design; applications of power electronics in renewable energy and power systems; and computer simulation and modeling. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. The course introduces the fundamentals of speech processing using digital signal processing methods and techniques. The course will introduce the basic issues in multimedia communications and networking and is designed to give the student hands-on experience in various aspects of multimedia communications through the various assignments and projects. Orcid identifier 0000-0001-6591-8515. For additional academic information please contact the ECE office. View the University of Michigan profile of Xuan Zhou. Study of functions and types of actuators in automotive systems. Various analysis tools will be covered, including the Fourier transform and windowing techniques. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. Restriction(s): Can enroll if Level is Doctorate or Can enroll if College is Engineering and Computer Science, ECE695 Master's Project 3 Credit Hours. Three lecture hours per week. Numbers and coding systems; Boolean algebra with application to logic systems; examples of digital logic circuits; simple machine language programming and Assembly and C/C+ programming language; microprocessors programming (both assembly and C/C+) for input/output, interrupts, and system design. A project is required. However, students may petition for course exemptions in instances where a core course in a graduate program may not be available, may no longer be offered due to program changes, or the student may have taken a course with equivalent content. Students will become familiar with the mathematical tools needed for digital signal processing such as the Fourier transform, frequency response, the sampling theorem, and z-transform method. The following are suggested specializations. This courses introduces basic components of robotic systems, selection of coordinate frames, homogeneous transformations, solutions to kinematics of manipulators, velocity and force/torque relations, dynamic equations using Euler-Lagrange formulation, obstacle avoidance and motion planning, classical controllers for manipulators and controller design using torque method, and robot simulation tools. Self guided lab assignments. This course covers the EMC requirements and EMC test methods for large systems. Three lecture hours per week. Electrical Engineering. View on Map. Students are expected to be able to analyze and design electric drive systems for various applications including automotive power train applications. ECE566 Mechatronics 3 Credit Hours. Please be aware that CECS does not allow for course waivers. Applications of PR. EECS 373: Introduction to Embedded System Design ( video overview) EECS 381: Object-Oriented and Advanced Programming. Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Doctorate or Rackham or Graduate or Cannot enroll if Major is, ECE532 Auto Sensors and Actuators 3 Credit Hours. Embedded specification and design techniques. All three courses may be taken from one specialization or a combination of any of the specializations. The key engineering elements include microprocessor technology, electronics, sensors and actuators, data communication and interface, control algorithms, and mechanisms of machine elements. Students will be expected to read research papers and complete a project with actual robots, e.g., TurtleBots. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE577 Engineering in Virtual World 3 Credit Hours. Three lecture hours per week. (F,W,S), ECE610 Analog I C 3 Credit Hours, ECE612 Wireless Sensor Networks 3 Credit Hours. Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Models and relevant parameters of display technologies (video and printer) will be discussed. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. Restriction(s): Can enroll if Class is Specialist or Graduate or Doctorate, ECE539 Production of Elec Prods 3 Credit Hours. Three lecture hours per week. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). A team-based term project may be required. program in electrical and computer engineering 8/2/2021 Doctor of Engineering programs are an increasingly popular Ph.D. alternative for working professionals who want applied research expertise. Topics will include basic flight principles of fixed-wing and rotary-wing aircraft, inertial representations in 3D space, the principles of Bayesian state estimation, visual odometry, path planning, and autonomous navigation. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. Electrical and Computer Engineering 2050 - Institute for Advanced Vehicle Systems Building 4901 Evergreen Road Dearborn, MI 48128 View on Map Phone: 313-593-5420 umd-ecegrad@umich.edu Office Hours Sunday: Closed Monday: 9:00 am-5:00 pm Tuesday: 9:00 am-5:00 pm Wednesday: 9:00 am-5:00 pm Thursday: 9:00 am-5:00 pm Friday: 9:00 am-5:00 pm The Integrative Systems + Design Division offers the opportunity for students to achieve INCOSE certification. Respected. This course (1) includes communication models for monitoring and controlling the electrical system, specific legacy protocols and modern approaches, such as IEC 61850, and (2) covers introductory topics in cyber-physical systems (CPSs) security for power grids. Performance Analysis. This is a research seminar on advanced topics in intelligent systems. Starting with rigid body motion, we will learn a systematic way to describe a robot system that consists of multiple links connected through different kinds of joints. digital controllers, diagnostic systems. A list of faculty advisors for the MSE-Electrical Engineering program is provided below. The University of Michigan, Dearborn campus operates one main suburban campus with an estimated land size of just over 200 acres along with the subordinating Fairlane Campus containing the Fairlane Center North (FCN) and the Fairlane Center South (FCS) amongst a few other buildings. This course will cover fundamental concepts of information engineering, including theoretical concepts of how information is measured and transmitted, how information is structured and stored, how information can be compressed and decompressed, and information networks such as social networks, affiliation networks and online networks, mathematical theories of information networks. The course addresses enabling technologies relevant to active automotive safety systems. Students will apply software tools to analyze, design and simulate multirate digital signal processing systems. The student will learn how to mathematically pose the machine learning problems of function approximation/supervised learning, associative memory and self-organization, and analytically derive some well-known learning rules, including backprop. Sensing technologies including basic computer vision will be covered. All supplemental items must be submitted for an exception to be considered. (F), ECE546 Electric Vehicles 3 Credit Hours. Jobs: Most of the recruiters coming to Michigan are looking for electrical engineers, and are willing to pay them among the highest salaries. Students complete a minimum of 125 curriculum hours and receive a bachelor of science in engineering (BSE) degree in electrical engineering. Thus, the data sets, performance requirements, operational environment, and need for reliability and robustness necessitate a different approach to network design. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. Reliability & Fault Tolerance. (F,YR), ECE5545 Sec. Courses in which grades of C- or below are earned cannot be used to fulfill degree requirements. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. Prediction, system identification please contact the ECE Office smoothing, parameters estimation, prediction, system.. Software tools to analyze and design projects, prediction, system identification opportunities and teaching... Will introduce students to multimedia design tools for multimedia systems, W, s ): ( ECE570 ECE5701... And simulate systems encompassing important concepts presented in the human body and with flow! 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