Publications by Payel Das


Employing a multi-Objective robust optimisation method for healthy and low-energy dwelling design in Delhi, India

14th International Conference of IBPSA - Building Simulation 2015, BS 2015, Conference Proceedings (2015) 2093-2100

E Nix, P Das, J Taylor, M Davies

Dwelling design needs to consider multiple objectives and uncertainties to achieve effective and robust performance. A multi-objective robust optimisation method is outlined and then applied with the aim to optimise a one-story archetype in Delhi to achieve a healthy low-energy design. EnergyPlus is used to model a sample of selected design and uncertainty inputs. Sensitivity analysis identifies significant parameters and a meta-model is constructed to replicate input-output relationships. The meta-model is employed in a hybrid multi-objective optimisation algorithm that accounts for uncertainty. Results demonstrate the complexities of achieving a low energy consumption and healthy indoor environmental quality.


Show full publication list