Graduate Course on Design Optimization and Machine Learning
Offered Winter 2022
Topics include:
- Design Optimization
- Sensitivity Analysis
- Machine Learning, AI and Big Data
- Project to solve a simulation-based design optimization problem in Matlab or Python
Machine Learning and Advanced Manufacturing
Offered August 2019 at the Schulich School of Business Executive Education Centre
Topics include:
- Machine Learning, AI and Big Data in Advanced Manufacturing
- Key Features of Smart Manufacturing
- Opportunities and Challenges of Smart Manufacturing
Engineering Thermodynamics
Offered Fall 2019, Fall 2020, Fall 2021 at the Lassonde School of Engineering at York University
Topics include:
- Entropy and Enthalpy
- Steam Cycles
- Gas Cycles
Course Description:
This course covers classical thermodynamics, including: Analysis and application of energy conversion cycles (gas and vapor power); vapor compression cycles and application to HVAC systems; combustion and/or compressible gas flow in conduits (adiabatic and isothermal). Students will examine the various implications of the laws of thermodynamics in complex systems relevant to mechanical engineering.
Instrumentation and Control
Offered Winter 2020, Fall 2020, Fall 2021 at the Lassonde School of Engineering at York University
Topics include:
- Data Acquisition
- Transducers
- Wheatstone Bridge
Course Description:
This course covers instrumentation design and control. In teams, students develop a design project from conception to implementation using data acquisition, Labview, sensors and control systems to solve a design problem relevant to mechanical engineering.
