Site-specific optimal energy form generation based on hierarchical geometry relation

Automation in Construction

Volumn 26, Issue , 2012, Pages 77-91

  Yi, Yun Kyu ^a   Malkawi, Ali M ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Computational Fluid Dynamics (CFD); Energy Simulation (ES); Form generation; Genetic Algorithm (GA); Integration; Performance

Indexed keywords

ALTERNATIVE METHODS; BUILDING SIMULATION; CREATIVE PROCESS; DYNAMIC MODELING; ENERGY SIMULATION; FORM GENERATION; INNOVATIVE DESIGN; OPTIMAL ENERGY; OPTIMIZATION TECHNIQUES; PERFORMANCE; SITE-SPECIFIC;

ANIMATION; COMPUTATIONAL FLUID DYNAMICS; COMPUTER AIDED DESIGN; COMPUTER ARCHITECTURE; GENETIC ALGORITHMS; INTEGRATION; OPTIMIZATION;

COMPUTER SIMULATION;

EID: 84862127141     PISSN: 09265805     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.autcon.2012.05.004     Document Type: Article

References (39)

1. Architecture and the Sciences: Exchanging Metaphors Picon Antoine 2003 Princeton Architectural Press New Jersey
2. Ratti Carlo, Nick Baker, and Koen Steemers Energy consumption and urban texture Energy and Buildings 37 2005 726 776
3. Advanced Building Simulation M. Malkawi Ali, and Godfried Augenbroe 2003 Spon Press New York
4. Q. Chen, and J. Van Der Kooi ACCURACY - a computer program for combined problems of energy analysis, indoor airflow, and air quality ASHRAE Transactions 94 2 1988 196 214
5. The implementation of a computational fluid dynamics algorithms within the ESP-r systems J.A. Clarke Building Simulation 1995 Held in Madison, USA, 1995 1995 International Building Performance Simulation Association 166 175
6. Zhai Zhiqiang, and Q. Chen Solution characters of iterative coupling between energy simulation and CFD programs Energy and Buildings 35 2003 493 505
7. Zhai Zhiqiang, Q. Chen, P. Haves, and J.H. Klems On approaches to couple energy simulation and computational fluid dynamics program Building and Environment 37 2002 857 864 (Nov)
8. Zhai Zhiqiang, Q. Chen, J.H. Klems, and P. Haves Strategies for coupling energy simulations and computational fluid dynamics programs Building Simulation 2001: Proceedings of the 7th International IBPSA Conference, Rio de Janeiro, Brazil August 13-15, 2001 the International Building Performance Simulation Association
9. Beausoleil-Morrison Ian. The adaptive coupling of heat and airflow modeling within dynamic whole-building simulation. Ph.D. diss. University of Strathclyde, United Kingdom; 2000.
10. Djunaedy Ery. External coupling between building energy simulation and computational fluid dynamics. Ph.D. diss., TU/e, Eindhoven, 2005.
11. J.A. Clarke Energy Simulation in Building Design 2nd ed 2001 Butterworth-Heinemann Oxford
12. S. Oxizidis, A.V. Duedek, and N. Aquilina Typical weather years and the effect of urban microclimate on the energy behavior of buildings and HVAC systems Advances in Building Energy Research 1 2007 89 103
13. M. Santamouris, N. Papanikolaou, I. Livada, I. Koronakis, C. Georgakis, A. Argiriou, and D.N. Assimakopoulos On the impact of urban climate on the energy consumption of buildings Solar Energy 70 3 2001 201 216
14. Li Xianting, Zhen Yu, Bin Zhao, and Ying Li Numerical analysis of outdoor thermal environment around buildings Building and Environment 40 2005 853 866 (Jun)
15. Hong Chen, Ryozo Ooka, Kazuya Harayama, Shinsuke Kato, and Xiaofeng Li Study on outdoor thermal environment of apartment block in Shenzhen, China with coupled simulation of convection, radiation and conduction Energy and Buildings 36 2004 1247 1258
16. J.A. Clarke Energy Simulation in Building Design 2nd ed 2001 Butterworth-Heinemann Oxford
17. Yi Yun Kyu, Malkawi Ali, Site-specific prediction for energy simulation by integrating computational fluid dynamics, in: Building Simulation An International Journal, vol. 1 (3), Tsinghua University Press and Springer-Verlag Berlin Heidelberg, 2008, pp. 270-277.
18. L. Degelman Simulation and uncertainty: weather predictions A. Malkawi, G. Godfried, Advanced Building Simulation 2003 Spon Press New York
19. Yi Yun Kyu, Malkawi Ali, Integrating neural network models with computational fluid dynamics (CFD) for site-specific wind condition, in: Building Simulation An International Journal, vol. 4, Tsinghua University Press and Springer-Verlag Berlin Heidelberg, 2011, pp. 245-254.
20. D. Radford Antony, and John S. Gero Design by Optimization in Architecture & Construction 1988 Van Nostrand Reinhold Company New York
21. K. Petzold, and Zum Einfluß Form und Große der Gebaude auf den Heizenergiebedarf Luft-und Kaltetechnik 19 3 1983 130 135
22. J.S. Gero, and A.D. Radford The Place of Multi-criteria Optimization in Design 1983 Design Policy, Royal College of Arts London
23. T.A. Markus Cost-benefit analysis in building design: problem and solutions Journal of Architectural Research 5 3 1976 22 23
24. D. Radford Antony, and John S. Gero Tradeoff diagrams for the integrated design of the physical environment in buildings Building and Environment 18 1980 3 15
25. D. Radford Antony, John S. Gero, and N.S. Murthy Designing optimal multifunctional surface materials ACMSMB 1982 University of Newcastle Newcastle
26. D. Radford Antony, John S. Gero, and N. Cruz Energy conservative design in context of the use of multi-criteria decision methods M.J. Covan, Energy Conservation in the Design of Multi-storey Buildings, Sydney, Australia 1984 Pergamon Press Sydney 75 88
27. M. Adamski, and W. Marks Multicriteria optimization of shapes and structures of external walls of energy conservation buildings Archives of Civil Engineering 39 1 1993 77 91
28. H. Jedrzejuk, and W. Marks Analysis of the influence of the service life and shape of buildings on the cost of their construction and maintenance Archives of Civil Engineering 40 3/4 1994 507 518
29. M. Adamski Optimization of the form a building with an arbitrary base Engineering Transactions 42 4 1994 359 376
30. W. Marks Multicriteria optimisation of shape of energy-saving buildings Building and Environment 32 4 1997 331 339
31. L.G. Caldas, and L.K. Norford Genetic algorithms for optimization of building envelopes and the design and control of HVAC systems Journal of Solar Energy Engineering 125 2003 343 351 (Aug)
32. Malkawi Ali, Ravi S. Srinivasan, Yun K. Yi, and Ruchi Choudhary Decision support and design evolution integrating genetic algorithms, CFD and Visualization Automation in Construction 14 2005 33 44 (Jan)
33. Mahdavi Ardeshir A comprehensive computational environment for performance based reasoning in building design and evaluation Automation in Construction 8 1999 427 435
34. G.Z. Brown Desirable interface characteristics of knowledge-based energy software used by architects ASHRAE Transactions 91 2 1999 550 555
35. J.S. Gero, and L. Qian A design support system using analogy J.S. Gero, Artificial Intelligence in Design 92, Netherlands 1992 Kluwer Academic Publisher 795 813
36. Malkawi Ali A. Simulation and reasoning: intelligent building thermal problem detection J.W. Mitchell, W.A. Beckman, International Building Performance Simulation Association (IBPSA) Conference Held in Madison, Wisconsin, 14-16 August 1995 1995 IBPSA Madison, Wisconsin 176 182
37. Vakalo Emmanuel-George, Ali M. Malkawi, and Samir S. Emdanat An AI-based shell for linking thermal and form-making considerations Automation in Construction 8 4 1999 455 462
38. Yi Yun Kyu, and A. Malkawi Optimizing building form for energy performance based on hierarchical geometry relation Automation in Construction 18 2009 825 833
39. A.J. Chipperfield, P.J. Fleming, H. Pohlheim, and C.M. Fonseca A genetic algorithm toolbox for MATLAB International Conference on Systems Engineering Held in Coventry, UK 6-8 September, 1994