This course explores both the modelling of knowledge and its management within and among organizations. Lectures are complemented by laboratory experiments on topics such as centrifugal pumps, flow transients and fluid flow in microfluidic chips. Engineering Undergraduate Programs Overview Through discipline-specific specializations, multidisciplinary minors and certificates, and unique professional opportunities, you can customize your U of T Engineering degree to meet your own developing interests at every stage of your academic journey. 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. Business dynamics. Special attention will be paid to fairness and ethics issues surrounding machine learning. Students are responsible for ensuring that each elective taken is approved. Both biophysical and social impacts are addressed. Genetic analysis, immunohistochemistry, hybridomis, cloning, recombinant DNA and biotechnology will also be covered. Topics to be covered may include neural networks, autoencoders/decoders, recurrent neural networks, natural language processing, and generative adversarial networks. Model building and model assessment. Free vibration single degree of freedom systems. Students are permitted to take at most two technical elective substitutes in their fourth year, but are required to obtain formal Departmental approval from the Undergraduate Office. Weak and Strong AI, AI as Engineering, Ethics and Safety in AI. External flows. Understand both the theory and the practice of Industrial Engineering. Laboratory exercises to introduce techniques of evaluating human performance. Additional Admission Criteria. Also, Industrial Engineering is starting to get popular recently, hence the rise in average on my graph. Building on the first course, this second course in the two Engineering Strategies and Practice course sequence introduces students to project management and to the design process in greater depth. The human operator in process control and the supervisory control of automated and robotic systems. It will give students the opportunity to apply a problem identification framework through real world case studies. Industrial Engineering (Specialist) OUAC Admission Code: TI (Industrial Engineering) Academic Requirements. Engineering a better healthcare system We pioneer data-driven research to improve system efficiency and enhance patient care. However, students are required to select courses that allow for a conflict-free timetable. Difference equations. Considering graduate studies in engineering? Robot motion trajectories. Problem definition and formulation for optimization, optimization models, and selected algorithms in optimization. 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. An applied approach will be taken, where students get hands-on exposure to the covered techniques through the use of state-of-the-art machine learning software frameworks. 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. Students will be asked to work in teams to create a web-based information site and to document and present their development progress through the use of a structured project log. Instruction and assessment of communication centered around course deliverables that will form part of an ongoing design portfolio. Although emphasis will be on robotic-based automation (mechatronics), the learning will be useful in all domains of system integration. Course content will include lectures delivered by radiologists describing normal anatomy and physiology as well as tissue pathophysiology (i.e., disease). In fourth-year, the central theme is the design and management of an organization as an integrated system. A demonstration of proof of the design concept. Multivariate integration with application to calculation of volumes, centroids and moments. Applications of these topics to biomimetic and biomechanical design are emphasized through a major, integrative group project. This course will provide a framework for identifying and resolving problems in a complex, unstructured decision-making environment. Much of the industrial engineering program relies on a subset of computer science, namely, information systems, modelling, optimization (which is … Fluid statics, pressure measurement, forces on surfaces. The course also familiarizes the student with analytical applications (OLAP) and provides an introduction to XML data modelling. Quality standards and certification. The lectures will be in format of tutorials as preparation and discussions on project related issues. This course on Newtonian mechanics considers the interactions which influence 2-D, curvilinear motion. Search 73 Industrial Engineering Consultant jobs now available in Toronto, ON on Indeed.com, the world's largest job site. Least squares estimation. Programmable logic controllers. University of Toronto Department of Mechanical and Industrial Engineering 5 King's College Road Toronto, Ontario • M5S 3G8 • Canada Emphasis is on identifying the environment/engineering interface and minimizing environmental impacts. Practical Experience Requirement - As described in the beginning pages of this chapter, students are required to have completed a total of 600 hours of acceptable practical experience before graduation (normally during their summer periods). These interactions are described in terms of the concepts of force, work, momentum and energy. Structure-property relationships for materials broadly ranging from natural materials, including wood, bone, cell, and soft tissue, to synthetic composite materials for industrial and biomedical applications will be covered. It has a physical and mathematical approach emphasizing engineering concepts and design. Pressure vessels, design of members of strength criteria, deflection of beams. 416-978-6420 Combustion kinetics and types of combustion. 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. For more information, consult the Professional Experience Year Office, 222 College Street, Suite 106 early in session 2F or 3F. The course will cover basic technologies for information analysis, knowledge-based problem solving methods such as heuristic search, automated deduction, constraint satisfaction, and natural language understanding. The Mechanical Engineering profession faces unprecedented challenges and exciting opportunities in its efforts to serve the needs of society. Forced vibrations. Introduction to statistical process control. Students who receive no credit for this course must re-take it in their 2S session. The third and final module will cover a range of other fluid problems in modern biology. Laplace's equation. Operating system structures, concurrency, synchronization, deadlock, CPU scheduling, memory management, file systems. Industrial Engineering students are required to complete a two-term Capstone Design project, Approval to register for the fourth-year thesis course (. Lagrange equations and Hamilton's principle. Program Description. The emphasis is on understanding how Business Process Management techniques and tools can contribute to align an organization's business and information technology perspectives, as well as the characteristics of application and system types and the implications for their design, operation and support of information needs, including those associated with different platforms and technology infrastructure e.g., legacy systems, client/server, the Internet and World Wide Web including the emergence of a web-service-based service oriented architecture. Note: 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 laboratory will involve hands on NMR and Ultrasound measurements as well as image analysis of MRI data. Particular focus on decision analytics, where data and models are combined to ultimately improve decision-making. The demonstration of engineering judgement in integrating economic, health, safety, environmental, social or other pertinent interdisciplinary factors, Elements of teamwork, project management and client interaction, and. Sample space and events, Venn diagram. Competitive group design project including technical report and 3D printing. 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. Biogeochemical cycles, habitat fragmentation and bioaccumulation. Also covered will be information engineering aspects of building scheduling systems for real world problems. Sustainable materials are a mandate for sustainable societies. The Institute of Industrial & Systems Engineers is a professional society dedicated to the development and support of the industrial engineering profession. Additional Admission Criteria. Engineering a better healthcare system We pioneer data-driven research to improve system efficiency and enhance patient care. 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. An overview on structure, processing and application of natural and biological materials, biomaterials for biomedical applications, and fibre-reinforced eco-composites based on renewable resources will be provided. Hands-on experience of these topics in lectures, tutorials, and labs support successful application of the methods for the course project, as well as future design activities. Linear control. r/UofT: All things pertaining to social, academic, and cultural activities at the University of Toronto. The Department is not able to schedule all fourth year courses without conflict.  However, students are required to select courses that allow for a conflict-free timetable. Equations of first order and first degree. The course focuses on the following topics: introduction to quality engineering, TQM, quality standards, supplier-producer relations and quality certification, costs of quality, statistical process control for long and short production runs, process capability analysis and acceptance sampling, quality certification, six sigma quality, quality improvement using designed experiments and an overview of the Taguchi Methods. COVID-19: Updates on library services and operations. Regression and correlation. Beginning Engineers 12,647 views. The human-centred systems design process, including task analysis, user requirements generation, prototyping, and usability evaluation. Industrial Engineering (AEINDBASC) Academic Advisor Gayle Lesmond Room MC109, Mechanical Engineering Building 416-978-6420 undergrad@mie.utoronto.ca. This course covers the basic principles of the neutronic design and analysis of nuclear fission reactors with a focus on Generation IV nuclear systems. You must complete an Online Student Profile and pay an Engineering Assessment Fee of $40. Consideration of impacts of human physical, physiological, perceptual, and cognitive factors on the design and use of engineered systems. For 2020-2021 academic year: The Faculty remains focused on protecting the health and … MIE 561 is a "cap-stone" course. Chi-Guhn Lee. Introduction to deterministic operations research. The course is taught using the case method. Written communication and design skills will be developed through tutorials and assignments. Design of group technology cell. Graduates entering the industry can continue their education by participating in the graduate program. Jason Bazylak brings his engineering, education, and design experience to his role at the University of Toronto. Solutions of one-dimensional and multidimensional systems. Learn about some of the tools developed at the Centre for Healthcare Engineering. Most CFD packages have a variety of modules to deal with a specific type of flow. Library Catalogue. This course provides students with the tools to design, model, analyze and control mechatronic systems (e.g. Outputs are the number of beds to be reserved for COVID patients according to desired coverage. The Department offers graduate studies and research opportunities in a wide range of fields within Industrial Engineering. These include human factors engineering, information engineering, management science, manufacturing, operations research, systems design and optimization, reliability and maintainability engineering. Subject areas include queuing theory, cognitive engineering, human-computer interaction and human factors in medicine. The programs available lead to MEng, MASc and PhD degrees. Evening courses are offered to accommodate participants who work full-time and are interested in pursuing M.Eng degrees. Additional information can be obtained from the Mechanical & Industrial Engineering Graduate Studies Office and www.mie.utoronto.ca/graduate. Flexible manufacturing systems, justification. UofT Libraries is getting a new library services platform in January 2021. This course will appeal to students interested in environmental microbiology, biomaterials and tissue engineering, and bioprocesses. 1. Propositional and First-order Logic Knowledge Representation. The laboratory focuses on database application development using SQL DBMS, OLAP queries and entity-relation data modelling. Fixed and random effects models. This relationship refers to an understanding of the microstructure of a solid, that is, the nature of the bonds between atoms and the spatial arrangement of atoms, which permits the explanation of observed behaviour. Utility theory, uncertainty modeling, theory of games, dynamic programming, and multi-agent system. Industrial Engineering bears a close resemblance to management science, management engineering, operations research, operations management and systems engineering. Topics covered in this course include: structure of the atom, models of the atom, electronic configuration, the electromagnetic spectrum, band theory, atomic bonding, optical transparency of solids, magnetic properties, molecular bonding, hybridized orbitals, crystal systems, lattices and structures, crystallographic notation, imperfections in solids, reaction rates, activation energy, solid-state diffusion, materials thermodynamics, free energy, and phase equilibrium. Conceptual design examples and mechanical engineering design process, including selection and applications of mechanisms. Digital control systems. Geological, hydrological, biological, cosmological and oceanographic energy systems are considered in the context of the Earth as a dynamic system, including the variation of solar energy received by the planet and the redistribution of this energy through various radiative, latent and sensible heat transfer mechanisms. Response of receiving waters to pollution and introduction to waste water treatment. An equivalent full credit course is also acceptable. State of the are Computer Aided Design packages are introduced with case studies. A list of approved alternative Natural Science courses offered by the Faculty of Arts & Science is available on the Faculty of Engineering's Registrar's Office website. Project analysis topics includes: time value of money, evaluation of cash flows, defining alternatives, analysis of independent projects, acceptance criteria, buy or lease, make or buy, replacement analysis, economic analysis in the public sector, project risk and uncertainty. Core Course in the Environmental Engineering Minor Basic concepts of ecology within the context of urban environments. Random sampling and parameter estimation. Life Cycle Assessment for the measurement of environmental impacts of existing products and processes. Limited enrolment. This course focuses on understanding multiple perspectives for grouping, assessing, designing and implementing appropriately integrated and distributed information systems to support enterprise objectives. 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 practitioners. The Department is not able to schedule all fourth year courses without conflict. Robot kinematics. data analytics & ai 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. This course focuses on features of production/service systems and methods of modelling their operation; the material flow, information flow and control systems. A detailed analysis will be made of several cases in which human factors methods have been applied to improve the efficiency with which human-machine systems operate. Ansys software will be the commercial package that will be used in this course. The goal of this course is to provide an understanding of how humans and machines can be integrated with information systems. A study of the fundamental behaviour of the major semiconductor devices (diodes, bipolar junction transistors and field effect transistors). At least two of the four half credit Complementary Studies Electives to be taken between second and fourth year must he Humanities/Social Sciences courses (see the Complementary Studies section at the beginning of this chapter). The diffusion equation. Other topics include: derivation of common engineering PDEs, introduction to methods of weighted residuals for deriving finite element formulations and limitations of exact solutions relative to approximate solutions. Novel concepts in comparative biomechanics, biomimetic and bio-inspired material design, and materials' ecological and environmental impact will be discussed. Simple linear regression and correlation. The course is a vehicle for understanding problem solving and developing communications skills. Study of work systems design in new and existing organizations. M5S 1A4, © 2020 Faculty of Applied Science & Engineering. Students work in teams on a term length design project. In particular, linear, non-linear, and integer programming models and their solutions techniques will be studied. Design for Environment principles for the reduction of environmental impacts in new product and process designs. In manufacturing and service industries alike, quality is viewed as an important strategic tool for increasing competitiveness. Exact and numerical analysis of steady and transient conduction in solids. The format will vary and may include application examples, challenges, case studies, career opportunities, etc. October 7, 2020 | 1pm-8pm EST. Learn more about the change. Prof. Mark Chignell showcased a driving simulation to empower the elderly to experience the outside world “even when they have limited mobility.”. Effective business practices and principles underlie successful engineering products, services and companies. Equations of first order and first degree. Design of work/rest schedules, procedures, displays and controls, and training systems; design for error prevention and human-computer interaction; design for aging populations. This course presents analysis of complex circuits and application of circuit principles to design circuits for mechanical engineering systems. In Year 4, students must maintain a minimum mid-B average until conferral of the BEng degree. The occurrence of dynamic motion in natural systems, such as planetary motion, is emphasized. The objective of the Industrial Engineering program curriculum is to educate engineers who: In the first two years of the curriculum, the emphasis is placed on fundamental principles of engineering and core industrial engineering concepts. Please consult the electives list available on the Faculty of Engineering's Registrar's Office website. Stress and deformation in axially loaded members and flexural members (beams) are also covered. An increasing number of graduates pursue advanced degrees in particular areas of specialization. The course is divided into three modules, with the focus of the first two modules on the human circulatory and respiratory systems, respectively. This course is designed to provide an integrated approach to composite materials design, and provide a strong foundation for further studies and research on these materials. Organization of manufacturing systems. Shekhar Kumar (IndE2T0) listed as part of UofT Engineering Grads to Watch 2020. Statistical Process Control and quality assurance. UofT Engineering often times gives applicants their alternate choices, however last year some applicants were deferred to Mathematical and Physical Sciences. Throughout the course, discussions and lab tours will be organized on selected topics. An introduction to circuit analysis: resistive circuits, nodal and mesh analysis, 1st order RC and RL transient response and sinusoidal steady-state analysis. Topics include decision trees, subjective probability assessment, multi-attribute utility approaches, goal programming, Analytic Hierarchy Process and the psychology of decision making. Examples will be chosen both from the area of basic ergonomics and from high technology. Linear models. ; This program consists of coursework and it is not a research-oriented degree. This is a first course in medical imaging. Issues of project management, market, and economics will be addressed as well. Lot Acceptance Sampling. Confidence intervals. Specific emphasis will be placed on robust and tunable technology for product optimization. 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. This course will focus on capital budgeting, financial optimization, and project evaluation models and their solution techniques. Applications include the design of pipe and microfluidic networks, transient flow phenomena, compressible flow and shocks, characteristics of pumps, open channel flow and an overview of flow measurement techniques. Hypothesis testing. Modeling processes with simulation. Introduction to robotics. 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. The admission to a master's degree in UofT’s Industrial Engineering program requires applicants to fulfill the following criteria. Divergence, curl and gradient operators. 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. Then, the kinematics and kinetics of systems of particles and solid bodies are examined. His research interests include both the theory and the application of the Markov decision processes. Production Fundamentals: Metal casting; metal forming - rolling, forging, extrusion and drawing, and sheet-metal forming; plastic/ceramic/glass forming; metal removal - turning, drilling/ boring/reaming, milling, and grinding; non-traditional machining - ECM, EDM and laser cutting; welding; surface treatment; metrology. Basic concepts of anthropometrics, work-related hazards, shiftwork, workload, human error and reliability, and human factors standards. Analysis of open-ended design problems for improving thermal transport in commercial products. To enable deeper understanding and more flexible use of standard machine learning methods, through development of machine learning from an Optimization perspective. Shear force diagrams, bending moment diagrams and stress-strain relationships for materials are discussed. While the specific focus of the case studies used to illustrate the application of Industrial Engineering will be the Canadian health care system, the approach to problem solving adopted in this course will be applicable to any setting. Each seminar will be given by a professional in one of the major areas in MIE. An overview of the physics of electricity and magnetism: Coulomb's law, Gauss' law, Ampere's law, Faraday's law. 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. The wave equation. Fundamental concepts and mathematical frameworks for scientific sequential decision making in the presence of uncertainty. 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. Tutorial assignments using MATLAB will focus on engineering applications relevant to the background of students taking the course. Search. Details are described in the beginning of this chapter. 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. Development of analysis and design methods for basic analog and digital electronic circuits and devices using analytical, computer and laboratory tools. Laminar flow. New applications of AM in sectors such as automotive, aerospace, biomedical, electronic, food processing. Masters in Mechanical and Industrial Engineering at the University of Toronto is a 2-year (4 sessions) program offered on a full-time basis. This is done through the synergic combination of tools from mechanical and electrical engineering, computer science and information technology to design systems with built-in intelligence. The focus will be on the design of human-machine interfaces, and on the analysis of the impact of computers on people. Introduction to Artificial Intelligence. Core Course in the Sustainable Energy Minor Various earth systems for energy transformation, storage and transport are explored. 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. A series of experiments in the Robotics Laboratory will illustrate the course subjects. 5.6K likes. 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. Methods include: financial statements, depreciation, income tax, and usability evaluation and subsystems such... Project for an industrial engineering at the University of Toronto give engineering are... 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