The course is designed to provide introductory coverage of data analytics and machine learning with the major applications in power engineering. Example topics include DC, induction, synchronous and reluctance drives; industrial and residential application of power electronics; practical aspects of design of power electronics devices including heat sink and magnetic components designs. VLSI computer structures. Detroit, Michigan, United States. Standard software engineering documents must be prepared and approved at each phase of the project, and an oral presentation of the project is required. A high level-overview of different types of mobile robots is presented first. 1080 - Administration Building. Our excellence and impact comes through in the work of our two divisions. The major focus of this course is to educate and train graduate students in developing research abilities through literature survey on advanced power system technologies and hands-on projects on modeling and analyzing smart grid applications. (YR), ECE554 Embedded Systems 3 Credit Hours, Survey of real time, sampled data systems and embedded applications, e.g. This course covers advanced topics in embedded systems in the context of modern robotics. Layered techniques in operating systems. Control will include the classic PID control, position and force control, and trajectory tracking. An oral presentation and a final report on the research effort are required for completion. To introduce fundamental concepts and specifications of electric and hybrid vehicles; vehicle design fundamentals; motors for electric vehicles; controllers and power electronics; energy sources; engineering impact of electric vehicles and practical design considerations. The course will also cover basics of cryptography and coding theory. Three lecture hours per week. Electrical engineering is a dynamic and progressive branch of the engineering profession which has pioneered the development of the modern science-oriented engineering curriculum. Algorithms and methods for video and audio processing and effects will be reviewed. . Logic design and testing of VLSI circuits. Finally, students will work on related applications employing digital signal processors such as speech processing, instrumentation, and image processing. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). Three lecture hours per week. Mar 2009 - Aug 202213 years 6 months. VHDL and commercial CAD packages for VLSI design. Dissertation work by a Ph.D. candidate in Electrical and Computer Engineering program conducted under guidance of the faculty advisor. The course is to introduce a design methodology in an integrated system environment through case studies and design projects. Students whose undergraduate background is in a field other than Electrical or Computer Engineering may be granted admission and required to take preparatory courses in electrical and/or computer engineering. 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. ), Restriction(s): Can enroll if Class is GraduateCannot enroll if Major is Electrical Engineering, Computer Engineering, ECE512 Analog Filter Design 3 Credit Hours. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. (F), Prerequisite(s): ECE473 or ECE4951 or ECE554, Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if College is Engineering and Computer Science, ECE5543 Embedded System Security 3 Credit Hours, This course introduces fundamental concepts of information security and threat models. Other energy storage systems such as super conducting magnetic, hydraulic, compressed air, and integrated (hybrid) energy storage systems, will be discussed as well. EECS 334: Principles of Optics. An in-depth study of selected topics in design and development of virtual systems in industrial environments. An approved course exemption does not reduce the total number of credit hours needed to satisfy program requirements. Three lecture hours per week. The focus of this class is on protection of radial fed system, fault studies and arc-flash calculations. ECE650 Info Theory in Elec Comm 3 Credit Hours. Students may complete the professional elective in several ways: (1) Elect the thesis ECE 699 (6 hours) to work under the supervision of a faculty advisor, (2) Take direct study by ECE 591 (3 credits), and one EE courses at graduate level, (3) take two EE courses listed in II. (YR), This course covers two major aspects of humanoid robots, locomotion and manipulation. The program is a one-year pilot project led by MEDC's Talent Action Team, a public-private partnership of major Michigan employers, academic institutions and Michigan Works! ECE 5121 Modeling & Design of Elec Cir. Robot simulation technologies and tools will be introduced. 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. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Software Engineering, Industrial & Systems Engin, Mechanical Engineering, Computer & Information Science, Electrical Engineering, ECE691 Adv Directed Studies 1 to 3 Credit Hours. Restriction(s): Can enroll if Major is Electrical Engineering, Manufacturing Engineering, Computer Engineering, ECE541 Sustainable Energy Systems 3 Credit Hours. U-M Dearborn College of Engineering and Computer Science - Electrical and Computer Engineering. Students who have satisfied all conditions for full or conditional admission and are enrolled in good standing in their graduate program may be eligible to transfer up to a maximum of 6 credit hours of related graduate-level courses from other accredited degree-granting universities with graduate degree programs. ECE576 Information Engineering 3 Credit Hours. ECE530 Energy Storage Systems 3 Credit Hours. Selected examples include applications such as voltage regulators and battery chargers. In addition to providing students with necessary mathematical knowledge for their future course study and research projects, students will be required to program in MATLAB and/or other languages to gain and improve programming ability. Various solution approaches will be covered including statistical methods and neural network-based methods. Three lecture hours per week. The University of Michigan is open to prospective students from all walks of life, and we're glad you're considering us. (F,W,S). Projects can be faculty-generated, self-generated, and/or work related. The degree-seeking graduate application for Summer 2023 will close at 11:59 PM EST on April 19. ECE591 Directed Studies 1 to 3 Credit Hours. Students may complete the professional elective in several ways: Students are required to select 6 credit hours of graduate-level courses from other non-ECE engineering disciplines, such as: Students may also select any 500-level course from the mathematics & statistics department (MATH, STAT), excluding math subject courses for educators (MATH 508, 5386, 5387, 543, 544, 5440, 5441, 5442, 5443, 5445, 545, 546, 549, 586, 591). 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. Three lecture hours per week. In CECS, we are committed to excellence. This course covers advanced technologies in power electronics with emphasis on hybrid vehicle and renewable applications. Part of the coursework involves a project concerning the analysis and design of a multimedia-based system. The course covers important technologies relevant to intelligent vehicle systems including systems architecture, in-vehicle electronic sensors, traffic modeling and simulation. If you wish to design, invent and improve devices that enhance life for the individual, as well as help solve society's problems, EE is a great place for you. Students in RE program must take this course in the first year. This class includes assignments to reinforce learning and uses industry leading edge hardware to simulate control and monitoring of real world scenarios. UM-Dearborn's new Engineering Lab Building is open and it's definitely meeting expectations. Final Day to Submit Summer 2023 Graduate Degree Application: April 19. On-campus courses will be offered in the late afternoon and evening hours to enable students to earn their master's degree through part-time study. Locomotion will cover balance control, footstep planning, walking gait generation, joint space trajectory planning, and human motion tracking. Students cannot receive credit for both ECE4881 and ECE588. It is important that engineers are acquainted with fundamental tools and strategies for designing and building such networks. Design of real time systems. Ann Arbor, MI 48109-2102 +1 (734) 647-7000 . (W). All three courses may be taken from one specialization or a combination of any of the specializations. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Software Engineering, Electrical Engineering, Computer & Information Science, Computer Engineering, ECE5251 MM Design Tools I 3 Credit Hours. Must be taken in the first year), ECE 5831 Pattern Recognition and Neural Networks. Integrated smart sensors and actuators. This course discusses advanced topics in electronics with an emphasis on vehicle applications. 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. The course objectives are to familiarize the students with the basic concepts of electromechanical energy conversion and electric drive systems. This course will cover in-depth study of existing multimedia compression standards such as, MPEG, MJEG, JPEG2000, etc. The goal of this course is to introduce protecting an electrical system from faults and other concerns in distribution system. Simulation techniques and software will be introduced. With 9 top-ten engineering departments in a university with 95 top-ranked programs, we offer you thousands of opportunities to make a difference in the world. Restriction(s): Can enroll if Level is Doctorate or Rackham or GraduateCan enroll if College is Engineering and Computer Science, ECE642 Robotic Embed Sys 3 Credit Hours, Full Course Title: Robotic Embedded Systems Three lecture hours per week. The course discussed the manufacturing of discrete components, integrated circuits, hybrid circuits and modules, advances packages, printed circuit boards, optical components, and MEMS products. This course covers sensor data security and integrity verification and its applications to transportation systems, robotics, IoTs, smart cities, and industrial control systems. Case studies and applications. Review of probability and random variables. Three lecture hours per week. ECE590 Selected Topics 1 to 3 Credit Hours. Study of automotive sensory requirements; types of sensors; available sensors and future needs. Basic concepts of digital video will be reviewed, such as resolution and compression standards. (W), Restriction(s): Can enroll if Class is Graduate or DoctorateCan enroll if Level is Graduate or or DoctorateCan enroll if College is Engineering and Computer Science, ECE544 Mobile Robots 3 Credit Hours, This course gives an introduction to all the fundamentals of mobile robots, ranging from theory, such as kinematics, over hardware, such as sensors and motors, to core algorithms for sensory information processing, motion planning and control, and etc. Three lecture hours per week. EECS 398: SPECIAL TOPICS COURSES: All Current and Past Offerings. All supplemental items must be submitted for an exception to be considered. Examples involving various types of applications (automotive, communications, computers) will be discussed. This course will cover existing information hiding techniques such as digital watermarking, steganography, and fingerprinting. (F, W). (W), ECE644 Advanced Robotics 3 Credit Hours, This course covers advanced topics related to current research in algorithms and artificial intelligence for robotics such as planning and control issues for robotic systems, taking into account the math and algorithms underneath state-of-the-art robotic systems. The ECE Department offers an evening program of 30 credit hours, leading to the degree of Master of Science in Engineering (Electrical Engineering). Advanced techniques and uses in operating system design. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer & Information Science, Computer Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Electrical Engineering, ECE616 Advanced Topics in Power Sys 3 Credit Hours, This course will cover the advanced topics of power system planning, operation, and control. The course introduces concepts in protocols and architecture of high-speed and advanced networks with an emphasis on Internet, ATM networks, wireless local area networks, cellular systems and wireless sensor networks. This course covers more advanced topics including a focus on networked and ringed systems, generation protection, grounding and protecting distribution networks with two-way power flow. Special projects for laboratory or library investigation with the intent of developing initiative and resourcefulness. Coverage of the next generation of active automotive safety systems including intelligent cruise control, lane departure warning, virtual camber, and back-up and blind spot warning systems. Three lecture hours per week. Exemptions and transfer credit are granted at the discretion of the program chair. Dynamic models of sensors and actuators. ECE592 Directed Research 1 to 3 Credit Hours, Special problems centered on developing experimental skills. Devices include diodes, bipolar junction transistors, MOSFETs and operational amplifiers. (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. Individual or group study, design, or laboratory research in a field of interest to the students. Introduction to pattern recognition (PR) as a process of data analysis. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Computer Engineering, Electrical Engineering, Computer & Information Science, ECE582 Intro to Statistical DSP 3 Credit Hours. Channel models, signal generation and reception are explored. Course includes lectures and case studies. Three lecture hours per week. The curriculum covers analog and digital circuits, microprocessors, power systems, electrical components and how these are incorporated into sensors, actuators and computer systems. Discussion of large signal and small signal (ac) models, frequency effects and non-ideal models. In terms of technical and engineering issues, students will learn basic data analysis techniques and computer programming tools. (F,W,S), ECE980 Pre-Cand Dissertation Research 1 to 9 Credit Hours, Full Title: Pre-Candidate Dissertation Research 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. 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. Office of the Provost. A cumulative GPA of 3.0 or higher is required in order to be eligible to receive the MSE (EE) degree. Numeric representations and arithmetic concepts are discussed, which include fixed-point and floating-point representation of numbers, native data word width, and IEE-754 floating-point representation. Introduction to stochastic processes; stationarity, ergodicity; auto correlation and cross correlation, linear systems with random inputs, spectral analysis, Wiener filtering, Kalman filtering. Edit your . Three lecture hours per week. It is also concerned with the flow of electricity in the human body and with the transmission of signals between planets. Restriction(s): Can enroll if Class is GraduateCan enroll if Major is Electrical Engineering, ECE583 Artificial Neural Networks 3 Credit Hours. This degree program is available both on campus and online. This is a project-based class. Various sound synthesis strategies will be introduced: wave tables, additive synthesis, subtractive synthesis, frequency modulation, and granular synthesis. ECE586 Digital Image Processing 3 Credit Hours. The ECE Department offersa 30 credit hour curriculum consisting of required core courses and technical electives, providing for specialization in the areas of control systems, wireless networks, digital signal processing, embedded systems, image processing and pattern recognition. Three lecture hours per week. Students desiring admission to the program must have earned a Bachelor's degree in Electrical and/or Computer Engineering with an overall GPA of 3.0 or higher. Students are expected to have knowledge of high-level programming language and will be required to accomplish a research-related course project. The course will cover topics such as advances in Internet, wireless communications and sensor networks, wireless networked control systems, vehicular networks, smart grid, cloud computing, multimedia networking, and network security. The course will focus on vehicular communications and networking, autonomous vehicles and intelligent transportation systems, robotics networks, and smart grids. (AY). This course will give students an introduction to power and energy management systems. ECE515 Vehicle Electronics II 3 Credit Hours. Review of representative electronic devices and illustrative applications. ECE575 Computer Architecture 3 Credit Hours. 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. ECE589 Multidimen Digital Signal Proc 3 Credit Hours. Information engineering applications will be discussed. ECE679 Adv Intelligent Sys 3 Credit Hours. The course is to establish a working familiarity with the key engineering elements in the design and control of electro-mechanical systems in general and automotive systems in particular. Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. This academic equivalency allows U-M graduate engineering students to bypass taking the certification exam to become certified system engineers, a major benefit. Three lectures hours per week. 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 Electrical Engineering, Computer Engineering, ECE518 Mat Selec for Commercial Prod 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. Case studies. Characterization of complete and incomplete machines, decomposition and state assignment problems. Kinematics will include forward and inverse kinematics and their analytical and constraints. Three lecture hours per week. Please confirm your cognate course selections with the ECE Department, via e-mail, prior to registering. The class lectures, notes, and discussions are posted on CANVAS for online students' access. Students are free to develop their own specialization by selecting from any of the graduate courses listed in the ECE course list (see catalog). ECE527 Multimedia Secur & Forensics 3 Credit Hours. Message-based operating systems. Additional cognate options may be approved by the ECE department. ECE569 Computer-Based Automation 3 Credit Hours. Three lecture hours per week. Three lecture hours per week. Term project. Much of the course aims to cover existing sensing modalities, e.g., LIDAR, Radar, Ultrasonic, Camera, Microphone, etc. In addition, the student will learn how to perform computer simulations of various statistical and neural network models, and learn how to select appropriate model parameters, such as network architecture, hidden layer size, and learning rate. Students will work with various tools and techniques used by hackers to compromise computer systems or otherwise interfere with normal operations. Students whose undergraduate background is in a field other than Electrical or Computer Engineering may be given conditional admission and required to take preparatory courses in electrical and/or computer engineering. These 6 transfer credits of previous equivalent graduate coursework can be applied to the degree only if those credits have not been counted toward a degree and have a final grade of B (3.0) or better. The following are suggested specializations. Topics include cyberspaces, techniques for generating virtual worlds in engineering applications, building blocks of virtual environments including hardware and software. Three lecture hours per week. Overall, an MS Degree in Electrical Engineering from the University of Michigan . It covers vehicle dynamics, energy sources, electric propulsion systems, regenerative braking, parallel and series HEV design, practical design considerations, and specifications of hybrid vehicles. It will cover battery basics, ultracapacitors, flywheels, and hybrid energy storage concepts. ECE574 Adv Sftwr Technq in Eng Appl 3 Credit Hours. Deterministic and nondeterministic finite state machine identification. Programming concepts for DSP processors such as addressing, instruction set, execution control, pipelining, parallel processing and peripherals are discussed. In terms of art and media, students will learn the basics of human perception, communication, and aesthetics. (F), ECE555 Stochastic Processes 3 Credit Hours. As the complexity of the systems grows, developers will be presented with significant challenges. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Electrical Engineering, Computer Engineering, ECE514 VLSI Design 3 Credit Hours. Restriction(s): Can enroll if Level is Rackham or GraduateCan enroll if Major is Computer & Information Science, Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Information Sys Engineering, Automotive Systems Engineering, Computer Engineering, ECE543 Kinem, Dynam Control Robots 3 Credit Hours, Full Title: Kinematics, Dynamics, and Control of Robots Properties of electronic materials. Some courses from outside ECE may not meet cognate requirement. 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. 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. Operating systems for parallel architectures. Three lecture hours per week. The interactive curriculum, vast research opportunities and exceptional teaching faculty at University of Michigan, Dearborn offer students a life-altering learning experience. ECE665 Optimal Control Systems 3 Credit Hours. 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. Three lecture hours per week. Curriculum requirement sheets and sample course sequences are available through the Office of Advising and Academic Success. | Learn more . (F,W,S), Restriction(s): Can enroll if Level is or DoctorateCan enroll if Major is, ECE990 Doctoral Dissertation 1 to 9 Credit Hours, Full Title: Doctoral Dissertation Research Exempted courses must be replaced with ECE courses from within the degree program. Restriction(s): Can enroll if Class is GraduateCan enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Mechanical Engineering, Electrical Engineering, Industrial & Systems Engin, Computer & Information Science, Computer Engineering, ECE614 Ctrl Networks for Embedded Sys 3 Credit Hours. Three lecture hours per week. ECE798 Doctoral Seminar 0 Credit Hours, After attaining candidacy, every Ph.D. student is required to attend and actively participate in research seminars given by CECS Deans office or individual departments in CECS. During the 2020-2021 academic year, University of Michigan - Dearborn handed out 136 bachelor's degrees in electrical engineering. Students may be placed on probation, if their cumulative GPA falls below 3.0. The course will be organized as a combination of conventional lectures, workshops-style discussion, and design review sessions. 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. Detroit Manufacturing Systems (DMS) Sep 2022 - Present6 months. Restriction(s): Can enroll if Level is Doctorate or Rackham or Graduate or Can enroll if Major is Computer Engineering, Electrical Engineering, Software Engineering, Industrial & Systems Engin, Information Sys Engineering, Mechanical Engineering, Automotive Systems Engineering, Engineering Management, ECE581 Arch for Digital Signal Proc 3 Credit Hours. Topics include cooperation, connectivity, navigation, localization, perception, and control. ECE5252 MM Design Tools II 3 Credit Hours. Three lecture hours per week. Models and relevant parameters of display technologies (video and printer) will be discussed. ECE5462 Elec Aspects of Hybrid Vehicle 3 Credit Hours. Students cannot take both ECE428 and ECE528 for degree credit. This course will also discuss some specific topics in robotics research, including robot manipulators, mobile and walking robots, and robot hands, in which we will see how the above principles and methods are being used together. I am currently working at General Motors on the Autonomous Bolt EV program as a Quality Engineer. Three lecture hours per week. (F). This course addresses the basics of computer architecture including central processing architecture, instruction set design, input/output and RAID, main memory, Cache, and virtual memory. Enrollment in cognate courses may be dependent on prior authorization from both the non-ECE Department and the ECE department. Basic concepts, algorithms, and standards will be covered for systems that process digital images, vector graphics, and text. These embedded control networks differ from information technology (IT) networks in that the primary users are not humans, but sensors, actuators, and embedded processors. Associate processors. Three hours per week. Impactful Research: Building on $50M of research, EE faculty and students are leaders in transferring technology from the lab to real-world products impacting sustainability, communication and information systems, security, computers, and more. Three lecture hours per week. This course will introduce students to methods and technologies of computer music. Selected multimedia applications will be discussed and students will be required to work on a project related to multimedia applications such as advertising and marketing, education and training, entertainment, medicine, surveillance, wearable computing, biometrics, and remote sensing. This course also focuses on the analysis of algorithms commonly used for of data mining applications, mining structured, semi-structured and unstructured data, stream data, and web data. Associate Professor. Then, theoretical methods for analyzing the kinematic and dynamic properties of a mobile robot are discussed, followed by the discussion on the key subsystems of a mobile robot, including perception, localization, planning and control. In design and development of the modern science-oriented engineering curriculum take both ECE428 and for.: SPECIAL topics courses: all Current and Past Offerings the total of. To methods and neural networks Directed research 1 to 3 Credit Hours, Survey real... And machine learning with the intent of developing initiative and resourcefulness digital signal processors such as MPEG. Technq in Eng Appl 3 Credit Hours, SPECIAL problems centered on developing experimental skills the class,! 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