Accepting PhD Students

PhD projects

Optimizing biomass value chain through data prediction and optimization

20082024

Research activity per year

Personal profile

Biography

Dr. Irene received her BEng degree from Universiti Teknologi Malaysia and PhD degree in University of Nottingham, Malaysia. Her PhD research revolved in the area of process integration for resource conservation. She is using advanced mathematical modelling tools such as GAMS and LINGO to perform process system optimization. Her latest work is to apply artificial neural network into data-driven process optimization.  Dr. Irene is currently supervising two PhD. students and one Master student. The projects are funded by Monash scholarship and Ministry of Higher Education.

Research interests

Due to the enforcement of environmental regulatory rules and increasing electricity prices, waste heat recovery refrigeration system is gaining widespread attention in reducing the dependency on electricity-driven refrigeration system. Nevertheless, its application in industrial operation is subjected to various challenges in both technical and cost aspects. In that, different modelling approaches are adopted to overcome these challenges. These include the mathematical modelling and superstructure optimization for technology selection and economic analysis, monte-carlo analysis for uncertainty modelling, and artificial neural network for data-driven predictive modelling.

Monash teaching commitment

  • CHE4173 - Sustainable Processing 2
  • CHE2162 - Material and Energy Balances

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 7 - Affordable and Clean Energy
  • SDG 8 - Decent Work and Economic Growth
  • SDG 11 - Sustainable Cities and Communities
  • SDG 12 - Responsible Consumption and Production
  • SDG 13 - Climate Action

Research area keywords

  • Process system optimization
  • Optimal Design of Eco-industry park
  • Biorefinery design

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or