Software for Automation of the Investigation of Adaptation the High-Speed Multipoint Electro-Optical System for Determining of Flame Spatial Coordinates at the Object of the Specified Form

Andrey I. Kin, S. Lisakov, Alexey Yu. Sidorenko, A. Pavlov, E. Sypin
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Abstract

Software for automation of the investigation of high-speed multipoint electro-optical system adaptation at the object of the specified form was developed. Features of automation of adaptation for the high-speed multipoint electro-optical system was defined. Algorithm of the software was developed. The visualization of the object for facilitate work is based on the OpenGL. Software blocks for automation of adaptation for high-speed multipoint electro-optical system were described. The target function was calculated on the basis method of multifactorial polynomial regression and method of regression by neural networks. Method of multifactorial polynomial regression is implemented using the mathematical software Maple. Minimization of the target function was carried out on the basis alternating-variable descent method and gradient method with adaptive step size. The software was tested with use of sections of coal mines with complex geometry, such as: direct intersection, direct branching; abutting of mine workings at right angle. The proposed software is applicable for the adaptation of EOS to the object of any complex form.
高速多点电光系统测定指定形状物体火焰空间坐标的自适应研究自动化软件
开发了高速多点光电系统自适应研究自动化软件。定义了高速多点光电系统自适应自动化的特点。开发了软件的算法。为了方便工作,对象的可视化是基于OpenGL的。介绍了高速多点光电系统自适应自动化的软件模块。基于多因子多项式回归方法和神经网络回归方法计算目标函数。利用数学软件Maple实现了多因子多项式回归方法。在交替变量下降法和自适应步长梯度法的基础上对目标函数进行了最小化。应用该软件对具有复杂几何形状的煤矿断面进行了测试,如:直接相交、直接分支;矿井工作面直角对接。所提出的软件适用于将EOS适应于任何复杂形式的对象。
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