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document
Yang, D. (author), Sun, Yimin (author), Di Stefano, D. (author), Turrin, M. (author)
The comparison of various competing design concepts during conceptual architectural design is commonly needed for achieving a good final concept. For this, computational design exploration is a key approach. Unfortunately, most
of existing research tends to skip this crucial process, and purely focuses on the late-stage design optimization...
conference paper 2017
document
Yang, D. (author), Sun, Y (author), Di Stefano, D. (author), Turrin, M. (author), Sariyildiz, I.S. (author)
Surrogate-based Optimization is a useful approach when the objective function is computationally expensive to evaluate, compared to Simulation-based Optimization. In the surrogate-based method, analytically tractable “surrogate models” (also known as “Response Surface Models — RSMs” or “metamodels”), are constructed and validated for each...
conference paper 2016
document
Turrin, M. (author), Yang, D. (author), D'Aquilio, A. (author), Šileryte, R. (author), Sun, Y (author)
The design of sport buildings has great impact on top-sport as well as on recreational sport-activities. It implies challenging tasks in meeting the performance-requirements. This includes the control of factors like daylight/lighting, air flow, thermal conditions, just to name a few. Such factors impact the performance of athletes and are hard...
journal article 2016
document
Yang, D. (author), Šileryte, R. (author), D'Aquilio, A. (author), Turrin, M. (author)
Building performance simulations are usually timeconsuming. They may account for the major portion of time spent in Computational Design Optimization (CDO), for instance, annual hourly daylight and energy simulations. In this case, the optimization may become less efficient or even infeasible within a limited time frame of real-world projects,...
conference paper 2016
document
D'Aquilio, A. (author), Šileryte, R. (author), Yang, D. (author), Turrin, M. (author)
In large sport’s buildings, a big part of energy can be saved by providing natural instead of mechanical ventilation. However, additional challenges arise while controlling airflow and temperatures in different zones. These measures
highly depend on the shape, construction and ventilation openings, which are mostly decided in the early...
conference paper 2016
document
Šileryte, R. (author), D'Aquilio, A. (author), Di Stefano, D. (author), Yang, D. (author), Turrin, M. (author)
Parametric modelling allows quick generation of a large number of design alternatives. Ultimately, it can be combined with optimization algorithms for obtaining optimal performance-driven design. However, setup of design space for optimization is a very complex task requiring designer’s a priori knowledge and experience. Therefore, this paper...
conference paper 2016
document
Yang, D. (author), Sun, Y. (author), Turrin, M. (author), von Buelow, P. (author), Paul, J.C. (author)
Currently, in the conceptual envelope design of sports facilities, multiple engineering performance feedbacks (e.g. daylight, energy and structural performance) are expected to assist architectural design decision-making. In general, it is known as Building Performance Optimization in the conceptual architectural design phase. Essentially, it...
conference paper 2015
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