Graduate Courses

Section	Day	Time	Instructor	Exam Date
2022 Fall 2023 Winter
ENEL 864 - Field Programmable Gates Arrays (FPGA) Design Applications
This class explains Engineering Applications of FPGA-based digital design, including chaotic systems, artificial neural networks, random number generators and secure communicaiton systems, provide the students with an undersdanding of high-level synthesis design methodologies using ZedBoard and Xilinx Vivado design tool.
001	W	08:30am - 11:15am	Lei Zhang	14-DEC-22
ENEL 865 - Applied Machine Learning
Topics include regression (linear regression with multiple features, nearest neighbors and kernel regression, ridge regression and lasso), classification (linear classifiers, logistic regression, decision trees, boosting), clustering, dimensionality reduction, overfitting & regularization, feature selection, and performance evaluation. Implementation of these concepts in practical applications is the primary focus of this course.
001	TR	10:00am - 11:15am	Abdul Bais	22-DEC-22
ENEV 834 - Solid Waste Disposal & Mgmt
Magnitude of the problem. Quantity and composition of municipal solid waste. Collection Systems. Selection of disposal methods. Sanitary landfills. Incineration including on-site incineration. Composting. Miscellaneous methods of disposal. Management considerations. Hazardous wastes - problems, impacts and disposal options.
001	W	2:30pm - 5:15pm	Tsun Wai Kelvin Ng	14-DEC-22
ENEV 852 - Environment Fluid Mechanics
Turbulent flow, Reynolds equations; pollutant conservation equations; jet and plums; mixing, dilution and dispertion of pollutants discharge into rivers, lakes and oceans; hydraulics of effluent discharges into water bodies; and design of outfalls.
001	MW	10:30am - 12:45pm	Yee-Chung Jin
ENEV 854 - Cold Region Hydraulic and Engineering
This course will examine advanced topics in Cold Region Hydraulic Engineering, including ice jamming, ice flooding, impacts of ice on hydraulic structures. The students will be expected to gain greater understanding in cold region science and technology.
001	R	2:30pm - 5:15pm	Peng Wu
ENEV 886CD - Methods for Highway Traffic Research
Review of statistical fundamentals using traffic volume data; probability distribution models for discrete and continuous random variables; confidence intervals, parametric and non-paramtric tests of hypotheses for traffic volume estmates; development and testing of standard and specialized regression models for traffic volume and accident studies.
001	F	10:00am - 12:30pm	Yili Tang
ENGG 703 - Engineering Practice, Professional Development, Communication and Ethical Challenges
This course will introduce students to the principle of engineering practice, professional development, communication and ethical challenges in Canada.
001	M	08:30am - 10:20am	David deMontigny	13-DEC-22
ENGG 818 - Advanced Numerical Methods
Mathematical models, solutions of non algebraic equation, direct methods for solving linear systems, linear algebra interative methods, Eigen-value problems, system of non-alegebraic equations, differences. Interpolation, approximation, diferentiation and integration, initial value problem, boundary value problem, PDE finite element and finite volume.
001	T	4:30pm - 7:15pm	Wei Peng
ENGG 820 - Economics for Practicing Engineers
This course explores the cost analysis that accompanies large engineering projects. Analysis of the engineering system and value planning is covered. Additional topics include capital and operating cost estimation, discounting, comparative costing, and capital recovery.
001	W	7:00pm - 9:45pm	Mehdi Mohammadpoor	21-DEC-22
ENGG 900 - Graduate Seminar in Engineering
A seminar course devoted to basics of preparing and presenting of research projects. This course will mainly include research seminar presentations by graduate students. Registered students will be required to attend all ENGG 900 seminars and present one seminar. *Prerequisite: 6 credit hours of ENxx 901*
001	M	1:00pm - 3:45pm	Raman Paranjape
ENIN 831 - Industrial Gas Processing
Design and operation criteria encountered in industrial gas processing industry. Topics include physical and chemical properties and overall phase equilibrium of light hydrocarbons, field treatment of natural gas, gas transportation, gas hydrates, sour gas treating, dewpoint control, fractionation, gas separation processes, NGL production, sulphur recovery, environmental control and economic consideration. *Cross listed with ENPC 831
001	TR	09:30am - 10:45am	Amr Henni	22-DEC-22
ENIN 880BJ - Composite Manufacturing and Analysis
Comprehensive review of composite manufacturing including value added processing of waste streams. Characterization and modeling of material and mechanical properties of composites using ASTM standards. Property assessments includes density, tensile, compression, flexural, acoustic absorptivity, FITR spectroscopy, and others. Composite product design involving process flow mapping of material and energy.
001	F	09:30am - 12:15pm	Denise Stilling	09-DEC-22
ENIN 880BK - Operations Management
This course introduces engineering managers to operations management. This course focuses on these topics: outsourcing, off-shoring, six sigma improvement projects, enterprise resource planning, lean management, process, value planning, and supply chain mgnt.
001	F	2:30pm - 5:15pm	Sharfuddin Ahmed Khan	09-DEC-22
ENIN 880CC - Engineering Asset Management
Course topics include but are not limited to introduction to asset management, performance indicators, level of service, engineering asset deterioration mechanisms and condition evaluation, asset database management and GIS tool, risk-based decision support tools, lifecycle cost and benefit analysis, resource allocation, and integrated asset management.
001	W	11:30am - 2:15pm	Golam Kabir	21-DEC-22
ENPC 831 - Industrial Gas Processing
Design and operation criteria encountered in industrial gas processing industry. Topics include physical and chemical properties and overall phase equilibrium of light hydro- carbons, field treatment of natural gas, gas transportation, gas hydrates, sour gas treating, dewpoint control, fractionation, gas separation processes, NGL production, sulphur recovery, environmental control and economic considerations. *Cross listed with ENIN 831
001	TR	09:30am - 10:45am	Amr Henni	22-DEC-22
ENPE 801 - Surface Thermodynamics
Basic Postulations in thermodynamics, Euler equation and Gibbs-Duhem relation, Legendre transformation, thermodynamic potentials, systems in potential, systems in electric and magnetic fields will be studied. Also, Bulk, interfacial and linear phases, surface thermodynamics and mechanics of interfaces, excess energy at interfaces, and Gibbs adsorption will be covered.
001	TR	2:30pm - 3:45pm	Yongan Gu	13-DEC-22
ENPE 802 - Advanced Reservoir Fluid Analysis
This course covers laboratory PVT and fluid property measurement for black oil, heavy oil and gas condensate; multi-phase equilibrium analysis and modeling; flow assurance studies of asphaltene, wax and hydrate; live reservoir fluid sampling; downhole fluid analysis; enhanced oil recovery related experiments.
001	TR	10:00am - 11:15am	Na Jia	22-DEC-22
ENPE 821 - Advanced Reservoir Simulation
Development of reservoir simulation theory to the level required for the construction of a 3-phase, 3-dimensional reservoir simulator. Development of equations for multicomponent, mulitphase flow between grid blocks comprising a petroleum reservoir. Various techniques for developing black-oil, compositional, thermal and dual-porosity models will be covered in this course.
001	W	11:30am - 2:15pm	Fanhua Zeng	21-DEC-22
ENPE 841 - Advanced Well Testing
Fundamentals of steady state and transient pressure analysis multi-rate and well interface test, analytical and numerical Laplace and Stehfest Inverse Laplas transform, analysis of welltest data by Green's function method, commingled layered reservoirs, dual porosity reservoirs, multi phase flow reservoirs, and horizontal well pressure behaviour analysis will be studied.
001	TR	11:30am - 12:45pm	Ezeddin Shirif	20-DEC-22
ENSE 812 - Application of Deep Learning in Computer Vision
This course explores the application of deep learning techniques in the field of Computer Vision, especially in the areas of object recognition, structured predictions and unsupervised deep learning. This course includes the fundamentals of computer vision such as image formation, feature detection, motion estimation, tracking, image classification and scene understanding. Note: Students may receive credit for one of ENSE 812, ENSE 885AY, or ENIN 880CD.
001	TR	11:30am - 12:45pm	Kin-Choong Yow	20-DEC-22
ENSE 865 - Applied Machine Learning
Topics in this course include regression (linear regression with multiple features, nearest neighbors & kernel regression, ridge regression), classification (linear classifiers, logistic regression, decision trees, boosting), clustering, and dimensionality reduction. The concepts of overfitting & regularization, feature selection, and performance evaluation are also included. Students will apply these concepts in implementation of practical machine learning applications
001	TR	10:00am - 11:15am	Abdul Bais	22-DEC-22
ENSE 880 - Advanced Topics in Digital Networks
Lectures are focused on advanced digital networks that illustrate characteristics of modern networks. Topics like ubiquitous and ad-hoc networks, vehicular communications, and safety applications may be covered. Students are expected to extend their knowledge through comprehensive survey on defined topics. This course prepares students for research on areas relevant to networking and mobile computing.
001	MW	11:30am - 12:45pm	Yasser Morgan	19-DEC-22