Optimisation of building form for solar energy utilisation using constrained evolutionary algorithms

In this paper we describe a new methodology for optimising building and urban geometric forms for the utilisation of solar irradiation, whether by passive or active means. For this we use a new evolutionary algorithm(a hybrid CMA-ES/HDE algorithm) to search the user-defined parameter space, within defined constraints. The fitness function, solar irradiation, is predicted using the backwards ray tracing program RADIANCE in conjunction with a cumulative sky model for fast computation. Application of this technique to three very different scenarios suggest that the new method consistently converges towards an optimal solution. Furthermore, with respect to configurations subjectively chosen to be intuitively well performing, annual irradiation is increased by up to 20%; sometimes yielding highly non-intuitive but architecturally interesting forms.


Published in:
Energy and Buildings, 42, 807-814
Year:
2010
Publisher:
Elsevier
ISSN:
0378-7788
Keywords:
Laboratories:




 Record created 2010-02-17, last modified 2018-03-17


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