Multivariate Statistical Analysis in Planning Experiments for a New Strontium Bromide Vapour Laser

International Journal of Online Engineering Pub Date : 2012-02-01 DOI:10.5923/J.IJOE.20120201.03

I. Iliev, S. Gocheva-Ilieva, K. Temelkov, N. Vuchkov, N. Sabotinov

引用次数: 0

Abstract

The subject of investigation is a SrBr2 laser generating at a wavelength λ = 6.45 µm. This type of laser gen- eration is finding ever wider application in medicine when working with soft and bone tissue providing rapid subsequent recovery. Of all laser sources generating at this wavelength, the new SrBr2 laser is gaining ever more ground due to its ad- vantages and is therefore of commercial interest. With the goal of developing new, higher-powered SrBr2 lasers, in this paper, the so-called phenomenological modeling has been used for the first time for this type of laser. An estimation of the degree of influence of 7 independent input laser quantities on laser output power has been performed using factor and regression analysis. A methodology has been developed with the help of which a series of new SrBr2 lasers with higher output power than existing ones has been predicted. Problems related to the planning of the experiment have been partially solved - car- rying out of filtering and extremal experiment.

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新型溴化锶蒸汽激光器规划实验中的多元统计分析

本文研究的是波长为λ = 6.45µm的SrBr2激光器。这种类型的激光发生器在医学上的应用越来越广泛，当与软组织和骨组织一起工作时，提供了快速的后续恢复。在所有产生这种波长的激光源中，新的SrBr2激光器由于其优点而获得越来越多的地面，因此具有商业利益。为了开发新的，更高功率的SrBr2激光器，在本文中，所谓的现象学建模首次用于这种类型的激光器。利用因子分析和回归分析，估计了7个独立输入激光量对激光输出功率的影响程度。我们已经开发出一种方法，利用该方法可以预测出一系列比现有SrBr2激光器输出功率更高的新型SrBr2激光器。部分解决了与实验计划有关的问题——滤除和极值实验。

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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来源期刊

International Journal of Online Engineering COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-

自引率

0.00%

发文量

审稿时长

12 weeks

期刊介绍： We would like to inform you, that iJOE, the ''International Journal of Online Engineering'' will accept now also papers in the field of Biomedical Engineering and e-Health''. iJOE will therefore be published from January 2019 as the ''International Journal of Online and Biomedical Engineering''. The objective of the journal is to publish and discuss fundamentals, applications and experiences in the fields of Online Engineering (remote engineering, virtual instrumentation and online simulations, etc) and Biomedical Engineering/e-Health. The use of cyber-physical systems, virtual and remote controlled devices and remote laboratories are the directions for advanced teleworking/e-working environments. In general, online engineering is a future trend in engineering and science. Due to the growing complexity of engineering tasks, more and more specialized and expensive equipment as well as software tools and simulators, shortage of highly qualified staff, and the demands of globalization and collaboration activities, it become essential to utilize cyber cloud technologies to maximize the use of engineering resources. Online engineering is the way to address these issues. Considering these, one focus of the International Journal of Online and Biomedical Engineering is to provide a platform to publish fundamentals, applications and experiences in the field of Online Engineering, for example: Remote Engineering Internet of Things Cyber-physical Systems Digital Twins Industry 4.0 Virtual Instrumentation. An important application field of online engineering tools and principles are Biomedical Engineering / e-Health. Topics we are interested to publish are: Automation Technology for Medical Applications Big Data in Medicine Biomedical Devices Biosensors Biosignal Processing Clinical Informatics Computational Neuroscience Computer-Aided Surgery.