id |
ecaade2017_029 |
authors |
Gadelhak, Mahmoud, Lang, Werner and Petzold, Frank |
year |
2017 |
title |
A Visualization Dashboard and Decision Support Tool for Building Integrated Performance Optimization |
source |
Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 1, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 719-728 |
doi |
https://doi.org/10.52842/conf.ecaade.2017.1.719
|
summary |
Analyzing the results of multi-objective optimization and building performance simulation can be a very tedious process that requires navigating between different software and tools. There is a clear scarcity in visualization tools that combine methods for big data analysis and design decision support tools that integrate detailed information for each design and parameter. Having a single visualization tool that provides methods to both visualize and analyze a large amount of data, understand the relation between objectives and variables, and having the ability to compare and analyze the preferred designs thoroughly can support the process of design decision making. In this paper, previous attempts to develop better data visualization tools for both integrated building simulation and optimization outputs were analyzed, then guidelines and a visualization tool prototype that can be effective in decision making and analyzing multi-objective optimizations results was presented. |
keywords |
Multi-objective optimization; Building Performance Simulation; Simulation; Visualization tools |
series |
eCAADe |
email |
|
full text |
file.pdf (8,436,659 bytes) |
references |
Content-type: text/plain
|
Attia, S, Beltran, L, de Herde, A and Hensen, J (2009)
Architect Friendly: a comparison of ten different building performance simulation tools
, Building Simulation 2009 Proceedings of the Eleventh International IBPSA Conference, Glasgow, Scotland
|
|
|
|
Attia, S, Hamdy, M, O'Brien, W and Carlucci, S (2013)
Assessing gaps and needs for integrating building performance optimization tools in net zero energy buildings design
, Energy and Buildings, 60, pp. 110-124
|
|
|
|
Brownlee, A and Wright, JA (2012)
Solution Analysis in Multi-Objective Optimization
, Proceeding of BSO12 the First Building Simulation and Optimization Conference, Loughborough, UK, pp. 317-324
|
|
|
|
Chaszar, A, von Buelow, P and Turrin, M (2016)
Multivariate Interactive Visualization of Data in Generative Design
, 2016 Proceedings of the Symposium on Simulation for Architecture and Urban Design
|
|
|
|
Cleveland, WS (eds) (1985)
The elements of graphing data
, Wadsworth advanced books and software, Monterey, CA
|
|
|
|
Few, S (eds) (2006)
Information dashboard design
, O'Reilly
|
|
|
|
Haeb, K, Schweitzer, S, Fernandez Prieto, D, Hagen, E, Engel, D, Bottinger, M and Scheler, I (2014)
Visualization of Building Performance Simulation Results: State-of-the-Art and Future Directions
, 2014 IEEE Pacific Visualization Symposium (PacificVis), pp. 311-315
|
|
|
|
Hensen, J, Clarke, JA, Hand, JW, Johnson, K, Wittchen, K and Madsen, C (1996)
Integrated Performance Appraisal of Daylight-Europe Case Study Buildings
, Proceedings of the 4th European Conference of Solar Energy in Architecture and Urban Planning, Berlin, March, pp. 1-6.
|
|
|
|
Jakubiec, JA and Reinhart, CF (2011)
DIVA 2.0: integrating daylight and thermal simulations using Rhinoceros 3D, DAYSIM and EnergyPlus
, Proceedings of Building Simulation 2011, Sydney
|
|
|
|
Prazeres, L and Clarke, JA (2005)
Qualitative Analysis on The Usefulness of Perceptualization Techniques in Communicating Building Simulation Outputs
, Building Simulation 2005, the Ninth International IBPSA Conference, Montreal, Canada.
|
|
|
|
Pryke, A, Mostaghim, S and Nazemi, A (2007)
Heatmap Visualization of Population Based Multi Objective Algorithms
, K. Deb, C. Poloni, T. Hiroyasu, & T. Murata (Eds.), Lecture Notes in Computer Science. Evolutionary Multi-Criterion Optimization, Vol. 4403, pp. 361-375.
|
|
|
|
Roudsari, MS and Pak, M (2013)
Ladybug: a parametric environmental plugin for grasshopper to help designers create an environmentally-conscious design.
, Proceedings of the 13th International IBPSA Conference Held, Lyon (France)
|
|
|
|
Struck, C, Bossart, R, Menti, UP and Steimer, M (2012)
User-Centric and Contextualised Communication of Integrated System Performance Data
, BauSIM 2012 : Fourth German-Austrian IBPSA Conference ; IBPSA Berlin University of the Arts
|
|
|
|
Tufte, E (eds) (2001)
The Visual Display of Quantitative Information (vol. 2)
, Graphics Press, Cheshire, CT
|
|
|
|
Vierlinger, R and Hofmann, A (2013)
A Framework for flexible search and optimization in parametric design
, Proceedings of the Design Modeling Symposium, Berlin (Germany)
|
|
|
|
Ware, C (eds) (2012)
Information Visualization: Perception for Design
, Elsevier
|
|
|
|
Witowski, K, Liebscher, M and Goel, T (2009)
Decision making in Multi-Objective Optimization for Industrial Applications-Data mining and visualization of Pareto data.
, Proceedings of the 7th European LS-DYNA Conference, Salzburg, Austria
|
|
|
|
Wortmann, T (2016)
Surveying Design Spaces with Performance Maps: A Multivariate Visualization Method for Parametric Design and Architectural Design Optimization
, Complexity & Simplicity - Proceedings of the 34th International Conference on Education and Research in Computer Aided Architectural Design in Europe,, Oulu, Finland, pp. 239-248
|
|
|
|
Yi, JS, Kang, YA, Stasko, J and Jacko, J (2007)
Toward a deeper understanding of the role of interaction in information visualization
, IEEE transactions on visualization and computer graphics, 13(6), pp. 1224-1231
|
|
|
|
last changed |
2022/06/07 07:50 |
|