| id |
caadria2021_391 |
| authors |
Elshani, Diellza, Koenig, Reinhard, Duering, Serjoscha, Schneider, Sven and Chronis, Angelos |
| year |
2021 |
| title |
Measuring Sustainability and Urban Data Operationalization - An integrated computational framework to evaluate and interpret the performance of the urban form. |
| doi |
https://doi.org/10.52842/conf.caadria.2021.2.407
|
| source |
A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 407-416 |
| summary |
With rapid urbanization, the necessity for sustainable development has skyrocketed, and sustainable urban development is a must. Recent advances in computing performance of urban layouts in real-time allow for new paradigms of performance-driven design. As beneficial as utilizing multiple layers of urban data may be, it can also create a challenge in interpreting and operationalizing data. This paper presents an integrated computational framework to measure sustainability, operationalize and interpret the urban forms performance data using generative design methods, novel performance simulations, and machine learning predictions. The performance data is clustered into three pillars of sustainability: social, environmental, and economical, and it is followed with the performance space exploration, which assists in extracting knowledge and actionable rules of thumb. A significant advantage of the framework is that it can be used as a discussion table in participatory planning processes since it could be easily adapted to interactive environments. |
| keywords |
generative design; data interpretation ; urban sustainability; performance simulation; machine learning |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (879,539 bytes) |
| references |
Content-type: text/plain
|
Achary, A, Guven, E and Uyar, G (2017)
 City planning using integrated urban modeling. Jeddah Structure Plan
, Proceedings of the 11th Space Syntax symposium, London
|
|
|
|
|
Bielik, M, Koenig, R, Fuchkina, E, Schneider, S and Abdulmalik, A (2019)
EVOLVING CONFIGURATIONAL PROPERTIES - Simulating multiplier effects between land use and movement patterns
, 12th Space Syntax Symposium, Beijing
|
|
|
|
|
Bielik, M, Koenig, R, Schneider, S and Varoudis, S (2018)
Measuring the Impact of Street Network Configuration on the Accessibility to People and Walking Attractors
, Networks and Spatial Economics, p. 18 (3)
|
|
|
|
|
Cotgrave, A and Riley, M (2013)
Total sustainability in the built environment
, The built environment, Basingstoke: Palgrave Macmillan
|
|
|
|
|
Duering, S, Chronis, A and Koenig, R (2020)
Optimizing Urban Systems: Integrated optimization of spatial configuration.
, SimAUD 2020, Vienna (Online)
|
|
|
|
|
Gehl, J (2010)
Cities for people
, Island Press., Washington DC
|
|
|
|
|
Hillier, B and Hanson, J (1984)
The social logic of space
, Cambridge University Press
|
|
|
|
|
Hillier, B (2010)
Spatial sustainability in cities: organic patterns and sustainable forms
, Proceedings of the 7th International Space Syntax Symposium, Royal Institute of Technology (KTH): Stockholm, Sweden, p. pp. p. 1
|
|
|
|
|
Karimi, K (2012)
A configurational approach to analytical urban design: 'Space syntax' methodology.
, URBAN DESIGN International, 17 (4), p. 297-318
|
|
|
|
|
Lawson, B (2006)
How designers think. The design process demystified
, Bryan Lawson. 4th ed.
|
|
|
|
|
Le Corbusier, -, Knight, P, Levieux, E and Coltman, D (1967)
The radiant city: Elements of a doctrine of urbanism to be used as the basis of our machine-age civilization
, New York: Orion Press
|
|
|
|
|
Marans, R and Stimson, R (2011)
Investigating quality of urban life: Theory, methods, and empirical research
, Journal of Regional Science, 52 Issue 2, pp. 45, 1-29
|
|
|
|
|
Weber, M (1978)
Max Weber : selections in translation / edited by W. G. Runciman ; translated by E. Matthews.
, Cambridge : Cambridge university press
|
|
|
|
| last changed |
2022/06/07 07:55 |
|
