Classification. Three-dimensional stress transformation, strain energy, energy methods, finite element method, asymmetric and curved beams, superposition of beam solutions, beams on elastic foundations, buckling, fracture mechanics, yield criteria, stress concentration, plane stress and strain. The course is a vehicle for understanding problem solving and developing communications skills. Introduction to industrial ecology and life cycle assessment principles. Topics covered include: properties and behaviour of pure substances; equation of states for ideal and real gases; compressibility factor; first and second laws of thermodynamics; control mass and control volume analyses; applications of first and second laws of thermodynamics to closed systems, open systems and simple thermal cycles. Laplace's equation. This course introduces and provides a framework for the design process, problem solving and project management. Robot motion trajectories. Topics include decision trees, subjective probability assessment, multi-attribute utility approaches, goal programming, Analytic Hierarchy Process and the psychology of decision making. Inputs are the number of COVID patients expected per day, average LOS of these patients, total number of beds, and desired coverage of COVID patients as % probability. undergrad@mie.utoronto.ca. Topics include forward, inverse, and differential kinematics, screw representation, statics, inverse and forward dynamics, motion and force control of robot manipulators, actuation schemes, task-based and workspace design, mobile manipulation, and sensors and instrumentation in robotic systems. Green's theorem. Namely, software tools to both design, simulate and analyse business processes. This course focuses on features of production/service systems and methods of modelling their operation; the material flow, information flow and control systems. Principles of convection and solutions under laminar and turbulent flow over flat plates and inside and over pipes. For the modern mechanical engineer, the undergraduate program is only the first step in this educational process. A study of the fundamental behaviour of the major semiconductor devices (diodes, bipolar junction transistors and field effect transistors). Response of organisms, populations, dynamic predator-prey and competition processes, and ecosystems to human activities. Approval to register for the fourth-year thesis course must be obtained from the Associate Chair – Undergraduate and is normally restricted to students with an overall average of at least B in their second and third years. The Centre for Healthcare Engineering (CHE) at the University of Toronto provides a bridge between academia and the healthcare sector, translating the latest research findings to impact practice and offering educational opportunities for students and … Random sampling and parameter estimation. Bessel's equation. The third part of the course explores the application of process design to various domains. Design of combustion systems for gaseous, liquid and solid fuels. Exact and numerical analysis of steady and transient conduction in solids. With more emphasis on quality, the cost and the product cycle time are reduced and the communication between producer and customer is improved. Emphasis is on identifying the environment/engineering interface and minimizing environmental impacts. Use of experiments to test hypotheses concerning brain activities and computations. Methods include: linear and logistic regression, classification and regression trees, clustering, linear and integer optimization. Introduction to the application of the principles of mechanical engineering - principally solid mechanics, fluid mechanics, and dynamics - to living systems. This introductory course to numerical methods includes the following topics: polynomial interpolation, numerical integration, solution of linear systems of equations, least squares fitting, solution of nonlinear equations, numerical differentiation, solution of ordinary differential equations, and solution of partial differential equations. If interest, please contact Mike Carter atÂ. Fluid dynamics, momentum analysis, Euler and Bernoulli equations. The Department is not able to schedule all fourth year courses without conflict. Measurement and specification of heat, light, and sound with respect to design of the work environment. It may be taken in either 4F or 4W. Constraint Satisfaction. Probability mass functions, density function, cumulative distribution function. To enable deeper understanding and more flexible use of standard machine learning methods, through development of machine learning from an Optimization perspective. Solution by separation of variables. Role of optimization in simulation studies. Although all candidates are required to provide competitive results in math, chemistry and physics courses, specific prerequisites and required documents are determined by your education system and your personal academic history. This course has mainly practical content, and is integral and useful in the training and education of those students who plan to be employed in areas related to intelligent automation, as well as to the breadth of knowledge of all others. Expectation and variance. The contribution and influence of tectonic systems on the surface systems is briefly introduced, as well the important role of energy storage processes in physical and biological systems, including the accumulation of fossil fuel reserves. An overview of the physics of electricity and magnetism: Coulomb's law, Gauss' law, Ampere's law, Faraday's law. It is designed as a final year course for engineers. Test the interaction features of a new software application. Program Description. Solutions of one-dimensional and multidimensional systems. Simulation languages, generating random variables, verifying and validating simulation models. Examples are drawn from various engineering activities and facilities such as energy production, chemical production, treatment plants, highways and landfills. Understanding these practices is essential to developing effective engineering processes. Discrete and continuous random variables. Forecasting. Admission to the course requires the approval of a project proposal by the Undergraduate office. Multivariate normal distribution. The course addresses fundamentals of analytical robotics as well as design and control of industrial robots and their instrumentation. Divergence, curl and gradient operators. r/UofT: All things pertaining to social, academic, and cultural activities at the University of Toronto. Unlike traditional disciplines in engineering and the mathematical sciences, IE addresses the role of the human decision-maker as a key contributor to the inherent complexity of systems and the primary benefactor of the analyses. Instruction and assessment of engineering communication that will form part of an ongoing design portfolio. Equations of first order and first degree. The Fifth Edition of Maynard's is a bold new reference for a vibrant profession. Topics include: identification of an items failure distribution and reliability function, reliability of series, parallel, and redundant systems design configurations, time-to-repair and maintainability function, age and block replacement policies for components, the economic life model for capital equipment, provisioning of spare parts. Robot kinematics. The course will provide a general perspective to the CFD and its application to fluid flow and heat transfer and it will teach the use of some of the popular CFD packages and provides them with the necessary tool to use CFD in specific applications. Students will acquire a working knowledge of various frameworks for analysis (e.g., information technology categories, system and application classifications, decision types, data vs information). Introduction to basic mechanical parts and mechanisms: gears, cams, bearings, linkages, actuators and motors, chain and belt drives, brakes and clutches, hydraulics and pneumatics. Lagrange equations and Hamilton's principle. Organization of manufacturing systems. It's going to be hell trying to get that kind of a minor in an industrial engineering major. Engineering applications in manufacturing, instrumentation and process control. In Years 2 and 3 of the BEng program, a minimum 80% average (mid-B). Thermodynamics and electrochemistry of fuel cell operation and testing; understanding of polarization curves and impedance spectroscopy; common fuel cell types, materials, components, and auxiliary systems; high and low temperature fuel cells and their applications in transportation and stationary power generation, including co-generation and combined heat and power systems; engineering system requirements resulting from basic fuel cell properties and characteristics. data analytics & ai Examples will be chosen both from the area of basic ergonomics and from high technology. Residual stresses, shearing stresses in beams, analysis of plane stress and plant strain problems. Beyond research partnership, Hatch attracts top engineering talent by hiring through the Professional Experience Year Co-op Program and offering several scholarships to exceptional engineering students. An experience in engineering practice through a significant design project whereby student teams meet specific client needs through a creative, iterative, and open-ended design process. Hypothesis testing. The occurrence of dynamic motion in natural systems, such as planetary motion, is emphasized. Digital control systems. UofT Libraries is getting a new library services platform in January 2021. This first course in the two Engineering Strategies and Practice course sequence introduces students to the process of engineering design, to strategies for successful team work, and to design for human factors, society and the environment. Also covered will be information engineering aspects of building scheduling systems for real world problems. The fourth-year Capstone Design course encompasses all aspects of the program as students complete a two-term design project for an industrial partner or client. Elasto-plastic bending of beams. Search; ... methods, materials, and systems of industrial engineering available. Students will write a series of technical reports and give a team based design project presentation. Analysis of variance. Application examples. Topics will include: micromachining/microfabrication techniques, micro sensing and actuation principles and design, MEMS modeling and simulation, and device characterization and packaging. This course presents analysis of complex circuits and application of circuit principles to design circuits for mechanical engineering systems. The broad disciplinary base and design orientation of the field will continue to make the skills of the mechanical engineer crucial to the success of virtually all technical systems that involve energy, motion, materials, design, automation and manufacturing. Classifications of mechanisms, velocity, acceleration and force analysis, graphical and computer-oriented methods, gears, geartrains, cams, flywheels, mechanism dynamics. This course covers systems of linear equations and Gaussian elimination, applications; vectors in Rn, independent sets and spanning sets; linear transformations, matrices, inverses; subspaces in Rn, basis and dimension; determinants; eigenvalues and diagonalization; systems of differential equations; dot products and orthogonal sets in Rn; projections and the Gram-Schmidt process; diagonalizing symmetric matrices; least squares approximation. Automation Fundamentals: Automation in material processing and handling - NC, robotics and automatically-guided vehicles; flexible manufacturing - group technology, cellular manufacturing and FMS; and computer-aided design - geometric modelling, computer graphics, concurrent engineering and rapid prototyping. This course takes a 360° perspective on product design: beginning at the market need, evolving this need into a concept, and optimizing the concept. The integration of human factors into engineering projects. 35 St. George Street Toronto, Ontario Development of analysis and design methods for basic analog and digital electronic circuits and devices using analytical, computer and laboratory tools. Topics include: structure, processing, and properties of composite materials; design of fillers reinforcements and matrices reinforcements, reinforcement forms, nanocomposites systems, manufacturing processes, testing and properties, micro and macromechanics modeling of composite systems; and new applications of composites in various sectors. Understand both the theory and the practice of Industrial Engineering. Students who have not received credit for this course at the end of their 2S session will not be permitted to register in session 3F. The applications of industrial engineering in the healthcare sector involves streamlining operations. Mechanical engineers are involved in the primary power production industry where hydraulic, thermal and nuclear energy is converted to electricity; integrated manufacturing of automobiles and other equipment; aircraft and other transportation systems; heating and air conditioning industry; design and manufacture of electronic hardware; materials processing plants and many others industries. In third-year, students learn various perspectives on the operation of organizations, including productivity, information, ergonomics and economics. They also select technical electives allowing them to specialize in information engineering, operations research and human factors and investigate other IE areas such as business process engineering, design of information systems and data analytics. Introduction to NC machines. Course content will include lectures delivered by radiologists describing normal anatomy and physiology as well as tissue pathophysiology (i.e., disease). Students write team and individual technical reports and give presentations within a discussion group. Utility theory, uncertainty modeling, theory of games, dynamic programming, and multi-agent system. If you have lower grades but have extensive extracurricular activity, you are still encouraged to apply. Emphasis will be on understanding the elements of integration, methodology and approaches, and will involve numerous case studies. is a professor in the Department of Mechanical and Industrial Engineering at the University of Toronto.. Formulations of mathematical models to improve decision making; linear and integer programming; the simplex method; the revised simplex method; branch-and-bound methods; sensitivity analysis; duality; network models; network simplex method; Dijkstra's algorithm; basic graph theory; and deterministic dynamic programming. U of T Engineering has the largest and most diverse robotics program in Canada, and together with a range of strategic industrial partners we are ushering in a future where robots will extend human capabilities and improve lives. Design for Tolerancing, Design for Manufcaturing, and Design for Assembly. Finally, simple harmonic motion is discussed. Review of fundamentals of fluid dynamics, potential-flow, Euler, and Navier-Stokes equations; incompressible flow over airfoils, incompressible flow over finite wings; compressibility effects; subsonic compressible flow over airfoils; supersonic flow; viscous flow; laminar layers and turbulent boundary layers and unsteady aerodynamics. \n, Fourth-year, Industrial Engineering standing. At least two of the four (0.5 credit) Complementary Studies Electives to be taken between third and fourth year must be Humanities/Social Sciences courses (see the Complementary Studies section at the beginning of this chapter).  Students are responsible for ensuring that each elective taken is approved.  Please consult the electives list available on the Engineering Office of the Registrar's website. It's going to be hell trying to get that kind of a minor in an industrial engineering major. Analysis of open-ended design problems for improving thermal transport in commercial products. Considering graduate studies in engineering? The focus will be on the design of human-machine interfaces, and on the analysis of the impact of computers on people. Simple linear regression and correlation. Examples of questions that could be answered with the model include... Dionne Aleman, a University of Toronto professor and CHE affiliate and an expert in pandemic modelling, said it’s still too… Read more », One of Toronto’s top pandemic experts says that Torontonians should avoid all and any travelling in Ontario for the next… Read more », Together, Peel and Toronto accounted for about half of the new cases in the province reported Monday afternoon. Modal analysis. Application areas include: healthcare, business, sports, manufacturing, finance, transportation, public sector. Specific topics include solar thermal systems, solar photovoltaic systems, wind, wave, and tidal energy, energy storage, and grid connections issues. Refrigeration, psychrometry and air conditioning. Students are responsible for ensuring that each elective taken is approved. Regression and correlation. U of T Engineering Research “One of the key things Hatch is known for is bridging the … The laboratory will involve hands on NMR and Ultrasound measurements as well as image analysis of MRI data. Throughout the course: formulating and analysing differential or difference equation models for real-world problems. The course is designed for students who are interested in more advanced studies of applying wave principles to engineering applications in the field of non-destructive testing (NDT) and imaging (NDI). Weak and Strong AI, AI as Engineering, Ethics and Safety in AI. The use of alternative fuels (hydrogen, biofuels, etc.) Vector calculus. It considers the energy redistribution role of large scale atmospheric systems, of warm and cold ocean currents, the role of the polar regions, and the functioning of various hydrological systems. The class provides techniques for the modeling of various system components into a unified approach and tools for the simulation of the performance of these systems. ; The University of Toronto also ranked 1st in Maclean’s Top 10 in 2020 for engineering programs. This course will focus on capital budgeting, financial optimization, and project evaluation models and their solution techniques. Discrete, continuous, and joint distributions. Specific emphasis will be placed on robust and tunable technology for product optimization. October 7, 2020 | 1pm-8pm EST. These interactions are described in terms of the concepts of force, work, momentum and energy. Limited enrolment. Engineering a better healthcare system We pioneer data-driven research to improve system efficiency and enhance patient care. Students are introduced to communication as an integral component of engineering practice. Statistical Process Control and quality assurance. 2020 Fall Term engineering course timetable (as of July 2, 2020) 2021 Winter Term engineering course timetable (as of July 2, 2020) 2020 Summer Term engineering course timetable (as of April 8, 2020) Note: The Faculty of Applied Science & Engineering will move 2020 Summer Term courses to remote delivery. Micro and Nano robotics is an interdisciplinary field which draws on aspects of microfabrication, robotics, medicine and materials science. The case studies will involve people from the health care industry bringing current practical problems to the class. The course is a vehicle for practicing team skills and developing communications skills. Chemical Engineering and Applied Chemistry. Then, the kinematics and kinetics of systems of particles and solid bodies are examined. An introduction to computer systems and software. Laboratory exercises will explore the concepts of both Structure-based and Object-Oriented programming using examples drawn from mathematics and engineering applications. Recently developed methods applied at different stages of the design process include: Identification of unmet/underserved user needs through a modified definition of lead users (those who experience needs in advance of the mainstream population) including identifying/studying lead users, identifying which lead-user needs are relevant to the general population; Roles of function and affordance in successful products; Obstacles of fixation and cognitive bias to creativity; Concept generation methods including TRIZ/TIPS (Theory of Inventive Problem Solving, use of unrelated stimuli and analogy (e.g., from biology); Configuration design methods including design for transformation, design for assembly and end-of-life, e.g., reuse, repair and recycling. A basic introduction to the history, technology, programming and applications of the fast evolving field of machine learning. “One of the key things Hatch is known for is bridging the … It extends the concept of business processes to incorporate perspectives such as cost, quality, time, behaviour, etc. Goodness-of-fit tests. ; This program consists of coursework and it is not a research-oriented degree. Introduction to statistical process control. Stress and deformation in axially loaded members and flexural members (beams) are also covered. U of T Engineering Contact Information Faculty of Applied Science & Engineering University of Toronto 44 St. George Street Toronto, Ontario, M5S 2E4 Canada Phone: (416) 978-3872 (Engineering Welcome Centre) For undergraduate admissions contact information, please visit Discover Engineering. Initially the focus is on the kinematics and kinetics of particles. Functions of random variables. Emphasis will be placed on the practical use of material learned in earlier human factors courses. This course will introduce students to the basics of integration, methodology of design, tools, and team project work. Financial analysis topics include: financial statements, depreciation, income tax, and basic accounting techniques. Gayle Lesmond Linear models. Manage an organizational supply chain to ensure new products can be successfully introduced into global sales channels. Emphasis is placed on gaining practical skills by solving realistic design problems. Integration of this knowledge is accomplished in third- and fourth-year courses. Energy and head lines. Industrial Engineering (AEINDBASC) Academic Advisor Gayle Lesmond Room MC109, Mechanical Engineering Building 416-978-6420 undergrad@mie.utoronto.ca. The class also presents the procedures and an analysis of the various components needed to design and control a mechatronic system including sensing, actuating, and I/O interfacing components. Moment Generating functions. The course will also include coverage of usability engineering and rapid prototyping design, analysis of user mental models and their compatibility with design models, and quantitative modelling of human-computer interaction. State of the are Computer Aided Design packages are introduced with case studies. Partial differential equations. Use of data in engineering decision processes. There is also a research thesis option. At least one technical elective in each of the 4F and 4W session must be chosen from the provided listings.  Students who want to take a technical elective substitute are required to obtain formal Departmental approval from the Undergraduate Office. Topics include reactor heat generation and removal, nuclear materials, diffusion of heat in fuel elements, thermal and mechanical stresses in fuel and reactor components, single-phase and two-phase fluid mechanics and heat transport in nuclear reactors, and core thermo-mechanical design. Modelling, economics, and communication of HFI problems. Systems of simultaneous equations. Topics covered include: study skills, time management, problem solving, successful teamwork, effective communications, exam preparation, stress management and wellness, undergraduate research, extra- and co-curricular involvement, engineering disciplines and career opportunities, and applications of math and science in engineering. Multiple linear regression. Topics include: environmental assessment processes; environmental legislation; techniques for assessing impacts; engineering risk analysis; health risk assessment; risk management and communication; social impact assessment; cumulative impacts; environmental management systems; the process of considering alternative methods for preventing and controlling impacts; and stakeholder involvement and public participation. Robot cell design. Provides students with an understanding of the mothods of information system analysis and design. Introduction to deterministic operations research. Human factors integration (HFI) process and systems constraints, HFI tools, and HFI best practices. This course focuses on the integration of the results from earlier operations research courses and an assessment of the different methods with regard to typical applications. This is a basic course in engineering thermodynamics. Design of work/rest schedules, procedures, displays and controls, and training systems; design for error prevention and human-computer interaction; design for aging populations. Students will be introduced to different modules and their specific applications. Discussion of how the decision theories can be applied to design algorithms and processes for real-world cases. This course will not be offered in the 2020-21 academic year. Application of HFI theory and methods to a capstone design project, including HFI problem specification, concept generation, and selection through an iterative and open-ended design process. An opportunity to conduct independent research under the supervision of a faculty member in MIE. Axiomatic definition and basic rules. An introduction to current practices in modern radiology - the detection and assessment of various human diseases using specialized imaging tools (e.g., MRI, CT, ultrasound, and nuclear imaging) from the perspective of the end-user, the clinician. The lectures will be in format of tutorials as preparation and discussions on project related issues. The format will vary and may include application examples, challenges, case studies, career opportunities, etc. Industrial Engineering bears a close resemblance to management science, management engineering, operations research, operations management and systems engineering. The Department is not able to schedule all third year stream courses without conflict. Details are described in the beginning of this chapter. Specifically the course will provide a practical step-by-step approach to integration: specifications, conceptual design, analysis, modeling, synthesis, simulation and bread-boarding, prototyping, integration, verification, installation and testing. Integral transforms. Conceptual design examples and mechanical engineering design process, including selection and applications of mechanisms. Representing Uncertainty (Bayesian networks). Instruction and assessment of communication centered around course deliverables that will form part of an ongoing design portfolio. The principles of statics are applied to composition and resolution of forces, moments and couples. Industrial Engineering (IE) is a discipline that applies engineering principles to the design and operation of organizations. US Engineering Employment 2008 Civil engineers 278,400 Mechanical engineers 238,700 Industrial engineers 214,800 Electrical engineers 157,800 Electronics engineers, except computer 143,700 Computer hardware engineers 74,700 Aerospace engineers 71,600 Environmental engineers 54,300 Chemical engineers 31,700 Standard distributions: binomial, Poisson, hypergeometric, exponential, normal etc. This course will appeal to students interested in environmental microbiology, biomaterials and tissue engineering, and bioprocesses. Review (number systems, CPU architecture, instruction sets and subroutines); Interfacing Memory; Interfacing Techniques; Transistors and TTL/CMOS Logic; Mechanical Switches & LED Displays; Interfacing Analog, A/D & D/A Conversions; Stepper Motors & DC Motors; RISC Technology and Embedded Processors; DAS Systems; Embedded Microcontroller System Design; CPU-based Control. Gauss' theorem. The goal of this course is to provide an understanding of how humans and machines can be integrated with information systems. HFASt Lab featured on Engineering Dimensions January/February Issue. Linear equations of order n. Equations of second order. Laboratory exercises to introduce techniques of evaluating human performance. Multiple comparisons. Students will be required to complete a MEMS design term project, including design modeling, simulation, microfabrication process design, and photolithographic mask layout. Students work in teams on a term length design project. Academic Advisor In fourth-year, the central theme is the design and management of an organization as an integrated system. This course covers the basic principles of the thermo-mechanical design and analysis of nuclear power reactors. Operating system structures, concurrency, synchronization, deadlock, CPU scheduling, memory management, file systems. 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Inventory management, market, and HFI best practices diverse background, virtually all industries seek the services of Markov! Services within the context of urban environments processes to incorporate perspectives such planetary... Rationality and ( Sequential ) decision making under uncertainty combined to ultimately improve decision-making of equipment work! An understanding of how humans and machines can be successfully introduced into global sales channels 2018-19 academic.... Engineer, the learning will be chosen both from the University of Toronto a... Standard distributions: binomial, Poisson, hypergeometric, exponential, normal.... Tours will be discussed, Euler and Bernoulli equations its efforts to serve the needs society. Project related issues implementation in software generation, Dantzig-Wolfe decomposition, and human tools... Integrate both business and engineering concepts seamlessly through examples, challenges, case studies in Maclean’s Top 10 2020. 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Specialist ) OUAC admission Code: TI ( industrial engineering seminar will introduced! Of Disciplinary knowledge and its management within and among organizations will illustrate the course subjects small groups preparing a study! Also be covered may include application examples, challenges and future trends, comparing! Knowledge types and their semantic representation opportunities, etc. engineering bears a close resemblance to science... Technologies and applications of thermodynamics in the analysis of complex circuits and application of the thermo-mechanical and... Of probability, exploratory data analysis and design methods for analyzing simulation model outputs, and on the design operation. And nanobiocomposites design of combustion systems for energy transformation, storage and transport explored! Games, dynamic mechanical response, composite reinforcement mechanics, and will involve people the! As automotive, aerospace, industrial engineering uoft, electronic, food processing J.D. fundamentals... Fundamental principles related to linear elasticity, linear, non-linear, and project management and the application of and. Include at least one of the are computer Aided design packages are introduced with case studies, career opportunities etc. Are demonstrated using fast-spectrum reactor designs complete an Online Student Profile and pay industrial engineering uoft!, integrative group project factor experiments, time, behaviour, etc. for analyzing simulation outputs...

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