The paper aims at developing a new design to find an aerodynamic form of a pavilion that is optimized to generate on-site electricity with attached wind turbines. To do so, the authors present a way in which advanced digital technologies can be integrated to manage a series of complex design parameters and data. Through the design process, the paper integrates parametric (Non-uniform rational basis spline, NURBS) modeling, computational simulation tools (Computational Fluid Dynamics), and machine-learning methods (the Artificial Neuron Network). The most significant limitation of wind turbine applications in urban areas can be found in its shape. By designing and building a prototype that does not look like a typical wind turbine but still produces electricity, the public's general perception of wind turbines could change. The unique design output will reduce the negative perception of wind turbines and display an aesthetic integrity between the intuitive creativity and the optimization process.

本文旨在开发一种新的设计，以找到一种亭子的空气动力学形式，该亭子经过优化可通过连接的风力涡轮机产生现场电力。为此，作者提出了一种可以集成高级数字技术以管理一系列复杂的设计参数和数据的方法。在设计过程中，本文集成了参数化（非均匀有理基础样条线，NURBS）建模，计算仿真工具（计算流体动力学）和机器学习方法（人工神经元网络）。在城市地区，风力涡轮机应用的最大局限性在于其形状。通过设计和制造看起来不像典型风力涡轮机但仍能发电的原型，公众对风力涡轮机的总体认识可能会发生变化。