My current work is related to designing optimal mixtures and products within the Computer-Aided Mixture/blend Design (CAMbD) framework. In view of the challenges that remain in the area of formulation design, the main purpose of this work is to create a comprehensive and systematic mathematical programming approach for the solution of generalised CAMbD problems. In order to address the difficulties arising from the complexity of expressing the problem within a mathematical framework, we adopt a logic-based methodology in which Generalised Disjunctive Programming (GDP) is used to formulate the discrete choices inherent in mixture/blend design problems.
Cui J., Jonuzaj S., Adjiman C.S., ''A comprehensive approach for the design of solvent-based adhesive products using Generalized Disjunctive Programming'', PSE - Process Systems Engineering, San Diego, CA, US, July 2018.
Jonuzaj S., Gupta A., Adjiman C.S., ''From atom groups to molecules and mixtures/formulations - A comprehensive design methodology with Generalized Disjunctive Programming'', 2017 AIChE Annual Meeting, Minneapolis, MN, US, November 2017.
Jonuzaj S., Adjiman C.S., ''Designing Optimal Mixtures using Generalized Disjunctive Programming'', PSE@ResearchDayUK, London, UK, July 2016.
Jonuzaj S., Adjiman C.S., ''A convex hull formulation for the design of optimal mixtures'', Keynote Lecture at 26th European Symposium on Computer-Aided Process Engineering, Slovenia, June 2016.
Jonuzaj S., Adjiman C.S., ''Designing Optimal Mixtures using Generalized Disjunctive Programming: Convex Hull Reformulation'', 2015 AIChE Annual Meeting, Salt Lake City, UT, November 2015.
Jonuzaj S., Akula P.T., Kleniati P.-M., Adjiman C.S., ''Designing Optimal Mixtures using Generalized Disjunctive Programming'', ChemEngDayUK, Sheffield, UK, April 2015.
Antonopoulou G., Jonuzaj S., Gavala H., Skiadas I., Lyberatos G., ''The Effect of Aqueous Ammonia Soaking Pretreatment on Methane Generation using Different Lignocellulosic Feedstocks'', 5th International Conference on Engineering for Waste and Biomass Valorisation, vol. 1927, Rio de Janeiro, Brazil, 2014.
Valta K., Malamis D., et. al., ''Assessment of the Effect of Drying Temperature and Composition on the Biochemical Methane Potential of In-house Dried Household Food Waste'', IWA Regional Conference on Waste and Wastewater Management, Science and Technology, Cyprus, 2013.
Antonopoulou G., Jonuzaj S., Vagenas D., Lyberatos G., ''The Effect of Hydrothermal and Chemical Pretreatment on the Dissolution of Carbohydrates of Poplar'', 9th National Conference of Chemical Engineering, Athens, Greece, 2013.