基于神经网络的建筑热损失估算方法研究

K. Shoshina, I. Vasendina, A. Shoshin
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引用次数: 0

摘要

该工作描述了一种估算建筑物热损失的方法,包括建筑物热损失的计算。为了开发一种基于神经网络的估算建筑物热损失的方法,研究了木制房屋的特征。描述了用于训练神经网络的图像采集阶段和用于解决目标检测问题的最优神经网络的训练阶段。描述了解决该问题所需的技术。
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Development of a Methodology for Estimating the Heat Loss of Buildings based on Neural Networks
The work describes a methodology for estimating the heat loss of a building, including the calculation of the heat loss of a building. In order to develop a methodology for estimating the heat loss of a building based on neural networks, the features of a wooden housing stock were studied. The stage of collecting images for training a neural network, the stage of training an optimal neural network for solving the problem of object detection are described. The technologies necessary to solve the problem are described.
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