Nix, E;
Das, P;
Taylor, J;
Davies, M;
(2015)
Employing a multi-Objective robust optimisation method for healthy and low-energy dwelling design in Delhi, India.
In: Mathur, J and Garg, V, (eds.)
Proceedings of BS2015: 14th Conference of International Building Performance Simulation Association.
(pp. pp. 2093-2100).
International Building Performance Simulation Association (IBPSA): Hyderabad, India.
Preview |
Text
Employing a multi-objective robust optimisation method for healthy and low-energy dwelling design in Delhi, India.pdf - Published Version Download (1MB) | Preview |
Abstract
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.
| Type: | Proceedings paper |
|---|---|
| Title: | Employing a multi-Objective robust optimisation method for healthy and low-energy dwelling design in Delhi, India |
| Event: | 14th Conference of International Building Performance Simulation Association |
| ISBN-13: | 9789352301188 |
| Open access status: | An open access version is available from UCL Discovery |
| Publisher version: | http://www.ibpsa.org/proceedings/BS2015/p2654.pdf |
| Language: | English |
| Additional information: | This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment > Bartlett School Env, Energy and Resources |
| URI: | https://discovery.ucl.ac.uk/id/eprint/1493037 |
Archive Staff Only
 |
View Item |
