Sustainable Manufacturing   MAE 409 / IE 459 / MAE 509 / IE 500

Course Description: The course is designed for engineering undergraduate/graduate students who are interested in furthering their knowledge in green engineering techniques. The approaches presented in this class are from the levels of manufacturing, machine and systems, as well as the overall product lifecycle and supply chain perspective. The main goal of this course is to help students understand the importance of green and sustainable manufacturing. The course will discuss some practical aspects of sustainability and green engineering with students and encourage them to look at the processes and systems around them more carefully and think about opportunities to improve, reuse, replacement and reduction of the environmental impacts of the processes, systems, and behaviors.

This course discusses the principles of green manufacturing including (1) lower usage of materials and energy (2) substitution renewable input materials with non-renewable (3) reduce unwanted outputs/waste (4) close the loop (convert outputs to inputs through recycling, recovery, reuse) (5) re-engineering the structure of the systems through revised supply chain structure and changing the ownership concept in the system (introduction of product service systems).

Main Textbook:

Recommended books:

  •  MID-Course Correction: Towards a Sustainable Enterprise: The Interface Model, Chelsea Green Publishing Company, Anderson, Ray C., White River Junction, VT, 2008, ISBN: 0-9645953-5-4.
  • Cradle to Cradle: Remaking the Way We Make Things, Michael Braungart, M., and McDonough, W., North Point Press, New York,  2002, ISBN 0-86547-587-3


Decision-Based System Design   MAE 526 / IE 500

Course Description: The course is designed for engineering graduate students who are interested in furthering their knowledge in decision making methods during engineering design process. The Decision-Based Design (DBD) approach models design as a decision-making process with the aim of maximizing the performance of a designed artifact. The main question addressed in this course is: ‘what design alternative is the best considering both the performance of the design artifact and the consumer preferences?’

This course emphasizes the role of uncertainty in engineering design and reviews different approaches to decision-based design through discussing the strengths and weaknesses of each approach. Various topics including Robust Design, Suh’s Design Axioms, Multi-Attribute Utility Theory, Discrete Choice Analysis, Simulation-based Approaches, and Analytical Techniques for Modeling Consumer Preferences and Choices will be discussed in this course. Moreover, this course discusses the challenges that decision maker’s irrationalities and cognitive biases can bring into the design process.

 Main Textbooks:

  • Fundamentals of Decision Making for Engineering Design and Systems Engineering, Hazelrigg, G.A., 2012
  • Decision-Making in Engineering Design, Lewis, Chen, and Schmidt, 2006
  • Making Hard Decisions: An Introduction to Decision Analysis, Clemen, R.T., Duxbury Press, 2001
  • Decision-based Design: Integrating Consumer Preferences into Engineering Design, Chen, W., Hoyle, C. and Wassenaar, H-J., Springer, 2012



  • Agent Based Simulation optimization of Waste Electrical and Electronics Equipment recovery

    Agent Based Simulation optimization of W

    The profitability of Electronic waste (e-waste) recovery operations is quite challenging due to various sources of uncertainties in quantity, quality…


  • Study of Current Trade-In Programs Available for Used Consumer Electronics

    Study of Current Trade-In Programs Avail

    This study carries out an analysis of various trade-in programs available for cellphones in the United States. Product trade-in is…


  • Multi-purpose Disassembly Sequence Planning

    Multi-purpose Disassembly Sequence Plann

    Efficient disassembly operation is considered a promising approach toward waste reduction and End-of-Use (EOU) product recovery. However, many kinds of…


  • Forecasting Energy Demand in the United States

    Forecasting Energy Demand in the United

    Effective energy planning and governmental decision-making policies heavily rely on accurate forecast of energy demand. In this study we have…


  • Uncertainty Management in Remanufacturing Decisions

    Uncertainty Management in Remanufacturin

    As market demand for remanufactured products increases and environmental legislation puts further enforcement on Original Equipment Manufacturers (OEMs), remanufacturing is…


  • Impact of Additive Manufacturing Adoption on Future of Supply Chains

    Impact of Additive Manufacturing Adoptio

    Although separation of product design from manufacturing capabilities is a major advantage of Additive Manufacturing (AM), the impact of AM…


  • The Impact of Design Features on Consumer Decisions on Returning Back End-of-Use Electronics

    The Impact of Design Features on Consume

    As electronic waste (e-waste) becomes one of the fastest growing environmental concerns, remanufacturing is considered as a promising solution. However,…


  • Managing Consumer Behavior toward On-Time Return of Electronic Waste

    Managing Consumer Behavior toward On-Tim

    Profitability of End-of-Use or End-of-Life (EOU/L) product recovery systems is highly affected by the uncertainties in quantity, quality and timing…