The use of cellular automata in the simulation of wood drying processes in a wood drying chamber of periodic action

Yaroslav Sokolovskyy, O. Sinkevych
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Abstract

In this work, research the essence of the wood drying process in a periodic wood drying chamber. This paper provides a mathematical model of a wood drying chamber, which describes the general essence of physical drying processes using the equipment available in the wood drying chamber. This approach allows to take into account the physical parameters of the necessary equipment, such as heaters, fans, humidifying nozzles or other. This approach also allows to ignore some design characteristics that may differ depending on the type of wood drying chamber. Considering this, the main task in this work is to determine the temperature and humidity of the drying agent and lumber in the stack, as well as the temperature of the main components of the wood drying chamber. Taking into account such a large number of input parameters and describing a complex non-stationary process of heat transfer, there is a need to create complicated mathematical models. The presence of such mathematical models greatly complicates their application and requires significant computer resources for their calculation. In this way, the mathematical description is reduced to the description of non-linear partial differential equations. To simplify and speed up the calculations of this mathematical model, the use of cellular automata is suggested. To do this, the 3D model of the wood drying chamber is represented as a cell-automatic field, which consists of cells of the same size but different types. As a result, neighboring cells contain local relationships that describe their general behavior. This behavior depends on the type of tangent cells and is described by transition rules based on a mathematical model. Through the use of the developed cell-automatic model and transition rules, it is possible to obtain the values of the temperature and moisture content of the wood in the stack, the drying agent in the chamber, as well as the temperature of the main components of the chamber. The work also shows the corresponding graphs of changes in temperature and moisture content. To check the adequacy and reliability, the obtained results were compared with the results of other authors' experiments. As a result of the verification, the values of the average absolute error aren't high, which confirms the adequacy of the mathematical model and the prospects of using the developed cell-automatic model.
利用元胞自动机模拟周期性作用的木材干燥室中的木材干燥过程
本文研究了周期性木材干燥室中木材干燥过程的实质。本文给出了一个木材干燥室的数学模型,该模型描述了利用木材干燥室中可用设备进行物理干燥过程的一般本质。这种方法可以考虑到必要设备的物理参数,如加热器,风扇,加湿喷嘴或其他。这种方法还可以忽略一些设计特征,这些特征可能因木材干燥室的类型而异。考虑到这一点,本工作的主要任务是确定干燥剂和木材在堆中的温度和湿度,以及木材干燥室主要部件的温度。考虑到如此大量的输入参数,并描述一个复杂的非平稳传热过程,需要建立复杂的数学模型。这种数学模型的存在使它们的应用变得非常复杂,并且需要大量的计算机资源来进行计算。这样,数学描述就简化为非线性偏微分方程的描述。为了简化和加快该数学模型的计算,建议使用元胞自动机。为了做到这一点,木材干燥室的3D模型被表示为一个细胞自动场,它由大小相同但类型不同的细胞组成。因此,相邻的细胞包含描述其一般行为的局部关系。此行为取决于切线单元的类型,并由基于数学模型的转换规则描述。通过使用已开发的细胞-自动模型和过渡规则,可以获得堆中木材的温度和含水率,室中的干燥剂以及室中主要部件的温度。该作品还显示了相应的温度和水分含量变化曲线图。为了检验所得结果的充分性和可靠性,我们将所得结果与其他作者的实验结果进行了比较。验证结果表明,平均绝对误差值不高,证实了数学模型的充分性和所建立的细胞自动模型的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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