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supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id ecaade2018_170
authors Shahsavari, Fatemeh, Koosha, Rasool, Vahid, Milad R., Yan, Wei and Clayton, Mark
year 2018
title Towards the Application of Uncertainty Analysis in Architectural Design Decision-Making - A Probabilistic Model and Applications
source Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 295-304
summary To this day, proper handling of uncertainties -including unknown variables in primary stages of a design, an actual climate data, occupants' behavior, and degradation of material properties over the time- remains as a primary challenge in an architectural design decision-making process. For many years, conventional methods based on the architects' intuition have been used as a standard approach dealing with uncertainties and estimating the resulting errors. However, with buildings reaching great complexity in both their design and material selections, conventional approaches come short to account for ever-existing but unpredictable uncertainties and prove incapable of meeting the growing demand for precise and reliable predictions. This study aims to develop a probability-based framework and associated prototypes to employ uncertainty analysis and sensitivity analysis in architectural design decision-making. The current research explores an advanced physical model for thermal energy exchange characteristics of a hypothetical building and uses it as a test case to demonstrate the proposed probability-based analysis framework. The proposed framework provides a means to employ uncertainty and sensitivity analysis to improve reliability and effectiveness in a buildings design decision-making process.
keywords Probability-based design decision; uncertainty analysis; sensitivity analysis; building energy consumption model
series eCAADe
email aban2735@tamu.edu
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100%; open Aghababaei, M and Mahsuli, M (2018) Find in CUMINCAD Detailed seismic risk analysis of buildings using structural reliability methods , Probabilistic Engineering Mechanics, 53, pp. 23-38

100%; open Ahn, BL, Kim, JH, Jang, CY, Leigh, SB and Jeong, H (2016) Find in CUMINCAD Window retrofit strategy for energy saving in existing residences with different thermal characteristics and window sizes , Building Services Engineering Research and Technology, 37(1), pp. 18-32

100%; open Asadi, E, Da Silva, MG, Antunes, CH and Dias, L (2012) Find in CUMINCAD Multi-objective optimization for building retrofit strategies: A model and an application , Energy and Buildings, 44, pp. 81-87

100%; open Asl, MR, Bergin, M, Menter, A and Yan, W (2014) Find in CUMINCAD BIM-based parametric building energy performance multi-objective optimization , Proceedings of eCAADe 2014

100%; open Bengea, S, Adetola, V, Kang, K, Liba, MJ, Vrabie, D, Bitmead, R and Narayanan, S (2011) Find in CUMINCAD Parameter estimation of a building system model and impact of estimation error on closed-loop performance , Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on, pp. 5137-5143

100%; open Delgarm, N, Sajadi, B, Azarbad, K and Delgarm, S (2018) Find in CUMINCAD Sensitivity analysis of building energy performance: A simulation-based approach using OFAT and variance-based sensitivity analysis methods , Journal of Building Engineering, 15, pp. 181-193

100%; open Ding, Y, Shen, Y, Wang, J and Shi, X (2015) Find in CUMINCAD Uncertainty Sources and Calculation Approaches for Building Energy Simulation Models , Energy Procedia, 78, pp. 2566-2571

100%; open Hopfe, CJ (2009) Find in CUMINCAD Uncertainty and sensitivity analysis in building performance simulation for decision support and design optimization , Ph.D. Thesis, Eindhoven University,

100%; open Jansen, MJ, Rossing, WA and Daamen, RA (1994) Find in CUMINCAD Monte Carlo estimation of uncertainty contributions from several independent multivariate sources , Grasman, J and van Straten, G (eds), Predictability and nonlinear modelling in natural sciences and economics, Springer, pp. 334-343

100%; open Jansen, MJ (1999) Find in CUMINCAD Analysis of variance designs for model output , Computer Physics Communications, 117(1-2), pp. 35-43

100%; open Lim, YW, Majid, H, Samah, A, Ahmad, M, Ossen, D, Harun, M and Shahsavari, F (2018) Find in CUMINCAD Bim And Genetic Algorithm Optimisation For Sustainable Building Envelope Design , International Journal of Sustainable Development and Planning, 13(1), pp. 151-159

100%; open Lim, YW, Shahsavari, F, Azli, F, Ossen, DR and Ahmad, MH (2015) Find in CUMINCAD Developing a BIM-based process-driven decision-making framework for sustainable building envelope design in the tropics , WIT Transactions on the Built Environment

100%; open Macdonald, IA (2002) Find in CUMINCAD Quantifying the effects of uncertainty in building simulation , Ph.D. Thesis, University of Strathclyde Glasgow, Scotland

100%; open O'Neill, Z, Narayanan, S and Brahme, R (2010) Find in CUMINCAD Model-based thermal load estimation in buildings , Proceedings of SimBuild, 4(1), pp. 474-481

100%; open Saltelli, A, Tarantola, S, Campolongo, F and Ratto, M (2004) Find in CUMINCAD Sensitivity analysis in practice: a guide to assessing scientific models , John Wiley & Sons

100%; open Struck, C (2012) Find in CUMINCAD Uncertainty propagation and sensitivity analysis techniques in building performance simulation to support conceptual building and system design , Ph.D. Thesis, Eindhoven University,

100%; open Tian, W (2013) Find in CUMINCAD A review of sensitivity analysis methods in building energy analysis , Renewable and Sustainable Energy Reviews, 20, pp. 411-419

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