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Fuzzy Modeling in the Management of the Lumber Drying Process Formalization of uncertainties in the problem

机译:在问题的情况下对木材干燥过程中的管理中的模糊建模

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The problem of lumber drying is considered. The relevance of the research is due to the need to improve the system of automated control of the technological process of drying lumber on the basis of modern information technologies, reducing the energy-intensity of these technologies, which is enshrined in the program documents of forest industry development at the governmental level. It is shown that the most effective solution will be the use of fuzzy modeling. In this case, the characteristics of the uncertainty of the input parameters and the influencing factors will be taken into account. The functional purpose of the automated control system is to provide a given level of moisture content of wood with the required quality of wood (exclusion of damage). It is extremely difficult to obtain such a functional dependence on the heating temperature in the drying chamber and equilibrium air humidity by traditional statistical methods due to the uncertainty of the parameters, therefore, the apparatus of the theory of fuzzy sets should be used for this task. The purpose of this work was to analyze researches in the field of lumber drying and substantiate the meaningful formulation of the problem of moisture content and lumber drying time modeling. The methodological basis of theoretical studies were: the drying theory, wood science, apparatus of mathematical and fuzzy modeling. The result of the research is the substantiation of the meaningful formulation of tasks of fuzzy modeling of the humidity and lumber drying time. The scientific novelty of research follows from the proposed theoretical approach to estimating the parameters of moisture content and drying time of lumber on the basis of fuzzy modeling. The practical applicability of the results lies in the possibility of using the developed problem statement for fuzzy inference of the functional dependence of the control of drying of materials.
机译:木材干燥的问题考虑。这项研究的相关性是由于需要提高现代信息技术的基础上,干燥木材,降低这些技术的能源强度,这是在森林的计划文件所规定的工艺过程自动化控制系统产业发展在政府层面。结果表明,最有效的解决方案将是使用模糊建模。在这种情况下,输入参数和其影响因素的不确定性的特性将加以考虑。自动化控制系统的功能目的是提供具有木的所要求的质量(损伤的排斥)木材的水分含量的给定电平。这是极难获得关于在由传统的统计方法干燥室和平衡空气湿度的加热温度这样的函数关系由于参数的不确定性,因此,模糊集理论的设备应被用于此任务。这项工作的目的是分析研究在木材干燥领域,充实的水分含量和木材干燥时间建模问题的有意义的配方。理论研究的方法论基础是:干燥理论,木材科学,数学和模糊建模的设备。研究的结果是湿度和木材干燥时间模糊建模的任务有意义配方的证明。研究的科学创新遵循从提出的理论方法估算的水分含量的参数和模糊建模的基础上,干燥木材的时间。结果就在于采用了发达的问题语句的物料的干燥控制的功能依赖模糊推理的可能性的实用性。

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